01
robotic wirecutting
CLAY-CERAMIC BEHAVIOUR Current manufacturing systems
The implementation of variable ruled surfaces at the seams between units provides increased shear resistance like bonding between Catalan vault tiles.
To address performative aspects of an evaporative screen, extrusions of clay were wirecut to define the varying forms.
To tap onto the plasticity of clay to create complex forms ruled shaped interlocking units using spatial discretization. Differentiated non-uniform patterned cuts and apertures.
1. Waterjet was done to mitigate differential shrinkage but max achievability was 45 deg. 2. Planar geometry used on the top-base surfaces to lay tiles flat for ease of production.
1. Issues with cutting speed challenging the softness of clay. 2. Manual assistance needed with robot to ensure stability during the fabrication process.
1. Custom workpiece for supporting clay during the process and to accommodate for undercuts. 2. Additional testing needed for tolerance - shrinkage, controlled firing and drying, and clay body specifications.
02
robotic wirecutting
USES - PROS & CONS
Tool development and quick testing
INDUSTRIAL USES
COMPLEX FORMWORK
LESS PRODUCTION TIME - NO ROUGH TOOLING SMOOTHER SURFACE FINISH ONLY RULED SURFACES
SLAB BASED APPROACH more flexibility in shaping - the aggregation can more accurately approximate a free-form surface. wire types - kerfs, segments, wire sawing
FIRST TEST CUTS
more flexible tooling wire geometry tensioning system extendability
toolpath strategy volume envelope
surface friction geometry deformation
cutting speed positive and negative geometry
clay compostion clay state post processing
03
robotic wirecutting
PARAMETERS & EVALUATION Tool development and quick testing
MOISTURE & GROG CONTENT ADHESION LEVEL VARIABLE MATERIALITY
RULED GEOMETRIES (FORM) TEXTURED COMPONENTS
material
high grog content, high green strength and low shrinkage works better. how difficult the cut part is to remove from the stock? how does the clay composition affect the stability and cut?
geometry
are ruled surfaces a limitation for the process? does discretization and local approvimation aid in cutting freeform geometries? rough milling or detailing of textures possible?
RATIONALISING FREEFORM
SIZE AND EXTENSION PRECISION & TOLERANCE
tool
SURFACE QUALITY
CUTTING SPEED VARIABLE TOOLPATH SOFTWARE
process
tool size restrictions wrt working volume and geometry precision in movement and volume removed at locations (conic vertices, sharp angles, etc) smoothness finish and consistency for assembly, especially stereotomy?
cutting speed and orientation for optimisation changing toolpaths for internal vs external cuts, deep/shallow cuts, etc optimisation software like PyRAPID that clusters similar toolpaths within the geometry and computes inverse kinematics.
04
robotic wirecutting
GEOMETRIC TESTS
Tool development and quick testing
study surface finish workholding strategies clay behaviour
testing curve tolerances testing complex surface cuts
study adhesion behaviour ruled surface changes change speed as per geometry
3DP + wirecut
check edge behaviour slab cutting from block
check edge behaviour slab cutting from block
slumpcast + wirecut
extrusions + wirecut
minimal surfaces
05
STATE-OF-THE-ART
FREE-FORM (non-ruled) SURFACE GEOMETRY WIRECUTTING
robotic wirecutting
05
STATE-OF-THE-ART
PREVENT GEOMETRIC DISTORTION THROUGH ROWC
robotic wirecutting
05
STATE-OF-THE-ART
SPATIAL WIRE CUTTING - CONTROL CURVATURE
robotic wirecutting
05
STATE-OF-THE-ART
WIRECUTTING DOUBLE CURVED MINIMAL SURFACES
robotic wirecutting
06
MINIMAL SURFACES
robotic wirecutting
07
robotic wirecutting
FIRST TESTS Testing toolpaths
LINEAR SWEEPING MOTION Important to test with suitable clay with less friction
ZIG-ZAG SAW LIKE MOTION Speed tests and static workholding is critical in this.
No difference observed in a planar cut. Yet to test on the given block geometry
08
robotic wirecutting
BASIC CUTS
Geometries & parameters
PLANAR CONTOUR CUT The need to understand cuts with different clay behaviour
SINGLY CURVED SURFACE
SPLINE EDGED SURFACE
Different testing toolpaths to study surface tolerance
How can the edge conditions be honed with the tool?
DOUBLY CURVED SURFACE Can speeds and movement vary as curvature analysis?
08
BASIC CUTS
Geometries & parameters
robotic wirecutting
09
CATALOGUE
Clay material variables
robotic wirecutting
10
robotic wirecutting
PATHWAYS
Further directions
STRUCTURE - Developing shell geometries
TOOL - Actuating formwork for fabric 3DP
PROCESSES - To manufacture complex forms
01
wirecutting as surface finish
PATHWAYS
Further directions
strength
formwork
waste 01 DESIGN OF AN OPTIMISED STRUCTURAL SHELL
02 ROBOTIC WIRECUT THE 3DP INDIVIDUAL PANELS
hybrid DFMA production fresh clay leather hard fired clay
3DP - for detailing, developing variable geometry Wirecut - stereotomic finish, avoid deformation Fabric formwork - Flexibility & ease in assembly
digital tool
physical tool
Doubly curved panels of variable thickness and ribbed stiffeners designed through structural optimisation, developed through 3DP+wirecut and that are assembled based on stereotomy with aid of fabric scaffolding. PRODUCTION: Material Sustainability, Less waste, Variable geometries POST-PROCESSING: Time saving, avoid geometry deformation, workhold ASSEMBLY: Geometric Freedom, lightweight, portable, flatpack.
03 FABRIC FORMWORK ASSEMBLY
02
wirecutting for moulds
PATHWAYS
Further directions
topologically optimised geometries
To cast topologically optimised building components using wirecut ceramic formwork and computatinal tools (by rationalising freeform geometry to ruled developable surfaces) DESIGN: Structurally optimised concrete/ceramic geometry. PRE-PRODUCTION: Robocut ceramic formwork that is fired. PRODUCTION: Casting concrete/clay within the cut-moulds.
strength
formwork
waste
digital-physical feedback
robotic fab workflow
03
wirecutting for formwork
PATHWAYS
Further directions
minimal freeform surfaces
To design and compute positive geometries for casting, rationalising to ruled strips for fabric formwork and negative geometries as moulds for wire cut clay.
strength
To cast thin shell minimal surfaces in clay/concrete using internal support as fabric formwork and external moulding as wirecut ceramics.
formwork
waste
DESIGN: Minimal surface complex forms PRE-PRODUCTION: Robocut ceramic formwork and fabric strip morphologies PRODUCTION: Solid casting of ceramic/concrete thin shelled forms.
digital-physical feedback
computational workflow
RESEARCH DESCRIPTION
00
Final Thesis Report
CERAMICS INDUSTRY & CHALLENGES AUTOMAINTELLIGENCE TION, AI, AND ARCHITEAND CLOWTURE ARCHITECTURE AUTOMATION, ARTIFICIAL TECH, DEVELOPING ECONOMIES WITH EMERGENCY NEEDS,
BUT WITH RICH CERAMIC-CRAFT HISTORY & LOCAL AVAILABILITY OF MATERIALS. The major project seeks to develop variable shell geometries through hybrid manufacturing PROBLEM SPACE workflows and circular design principles. Multipurpose, adaptable, and reconfigurable tools Skilled labour shortage for Gap between production like parametric design and robotic fabrication are major driving forces. However, the key craftbased production timeline & Design Management assessment relies on the “high volume-mass customised” production approach which is in-turn dependent on the material behaviour and the architectural geometry. R&D in high-tech Haphazard material management cycle: The thesis shall test the efficiency of the data-driven design and its impact on the customisable systems
The need for optimised design-toproduction workflows
SOLUTION SPACE
The need to balance between low tech resources and high tech fabrication solutions (craft vs technology).
automated tool and vice-versa. For the physical tool, how does it change its stereotypical image 1. For manufacturers: Unscrupulous consumption of nonof performing repetitive and precise actions to flexible, versatile, and informed interventions? The Economics of ‘Digital Making’, Mario Carpo DFMA Workflow for the developing context recyclable materials: Formwork waste generation in Similarly, the data analytic aspect of the digital tool for performative applications seeks conventional production. stronger validation. In parallel, the project seeks to optimise the technical processes of clay 3D printing, fabric formwork and wire cutting. Thus, the thesis shall intend to question the 2. For designers: Conventional prototyping processes leading potential of an integrated manufacturing platform, given the hybrid techniques explored. to poorly crafted and material-optimised products and RESEARCH: The role of Automation compromise in product's performance.
Beyond the technical assessment that focuses on the tectonics of the tools and processes, with in-depth focus on robotics, the thesis seeks a value assessment of these realms of ‘digital making’ to aid the stakeholders of the AEC industry. To provide social, economic, and performative value by contextualising these applications in developing economies that are rich in handmade craft, local material, and cheap labour availability, like India, the thesis shall next, CONTEXT & CERAMIC need to question and reflect on the feasibility ofLOCAL these physical and digital tools, through pragmatic interrogations at every step.
SOLUTION SPACE
/intelligence in determining the design space for manufacturers and testing prototypes for designers.
STAKEHOLDERS
Through the process, the aim is to question and adapt the methodologies CURRENT ISSUES: in accordance with the context it addresses. For example, how to standardise the use the robotmoulds or developand novel Designers -ofmultiple DIY high-end tools in the manufacturing process - at the factory and at the site, alongside digital prototypes required to test geometric and analogue craftsmen in low-tech economies? Can DIY-make clay 3D printers support the leading to unscrupulous local craftsmen? How can remote robotic fabricationperformance and collaboration for designers? Can we consumption of material. develop free-hand digitally controlled tools for unskilled labour? etc through cases.
SUGGESTED The DEVELOPMENTS: use of intelligence to balance automation versus labour availability in the AEC industry, Gilles Retsin Designers - Prototyping tool: Adaptive POTENTIAL SOLUTIONS: Designer - Use of robotic actuation and physical methods that help in testing their physical intelligence for optimised performance of geometries before design. ceramic production.
Lastly, the thesis shall reiterate the question from the Contextual- dependence Theory moduleon - can Manufacturer ‘intelligent’ mechanization of craft add social value to technology to develop comprehensive conventional design methods that are architectural design solutions? Especially in challenging socio-economic contexts, there is a not ceramic materialintrinsic leading to need to strike a balance between low-tech resources, craft versus high-tech fabrication moulds. solutions, technology. How can the collaborationconventional of data-drivenwasteful design and automated fabrication be made cost-effective, accessible, and sustainable? “How can artificial intelligence help make robots cheaper without limiting their abilities, in a challenging context?”
Manufacturer - Design & Analysis Tool Analytic digital methods that optimise the tooling based on the geometry before ceramic production.
The human and the Machine
2021/22
STUDENT NO. 20111292
Manufacturer - Use of fabric formworks and their digital intelligence for optimised production.
Multi-fabrication platform
00
PROJECT PROPOSAL
BARC0060: Final Major Project
2021/22
STUDENT NO. 20111292
01
global problems
IMPACTS OF AEC INDUSTRY Environmental & Technical Issues at hand
//Emissions
//Extraction
//Waste
//Energy
// 30% human-caused CO2 and 40% global green house gas emissions
// 40% global resource consumption - 10 million tons of concrete used every year
// 25% human waste by the building sector until 2050.
// 40% global energy consumptions
//United Nations and International Agency, 2017
//UNEP (UN Environment Programme 1972-2022)
MATERIALS
PROCESSES
How to develop local/natural sustainable material alternatives that have similar performances and structural behaviourial properties like conventional materials (concrete, steel and glass)?
How to find non-conventional options (fabric/ adaptive/3d printed formworks) to replace traditional ones that incorporate superfluous consumption of non-recyclable resources?
//2019 Global Status Report for Buildings and Construction
STRUCTURE How can we design using lightweight, weaker materials in accordance to stress and force flows in the structure for high strength and the role of computation and topological optimisation?
//UNEP - World Economic Forum Study, 2020
TOOLS How aspects of the production chain can be optimised - developing design support tools like multiuse end effectors for robots versus less energy intensive stereotonomic assembly techniques.
this is what the world needs!
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ Ensure Sustainable Consumption & Production Patterns
how can DFM provide that?
02
solution space
DFM & AEC INDUSTRY
Solving issues with ‘architectural ceramics’
4PROBLEMS
Extraction & Waste (unbalanced material lifecycle)
High tech manufacture (fueled economic recovery)
4SOLUTION
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
UN17 Sustainable Goal - Build Resilient Infrastructure, Promote inclusive, sustainable industrialisation & foster innovation.
4INTENTS
IMPROVING PERFORMANCE
____Alternating Building Material
MANAGING RESOURCE CONSUMPTION ____Efficient Manufacturing Process
MINIMISING WASTE GENERATION
____Strength through geometry
STREAMLINING DFM WORKFLOWS
____Supply Chain development tooling
ANALYSIS Performance
// // // //
Material Strategies Structural optimisation Economic/social Value Technological Innovation
this is what the world needs!
DFM invests in ‘digital making’
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
overall agenda
tool at hand
is the tool efficient enough?
03
digital and physical tool
RESEARCH DESCRIPTION Final Thesis Report
AUTOMAINTELLIGENCE TION, AI, AND ARCHITEAND CTURE ARCHITECTURE AUTOMATION, ARTIFICIAL The major project seeks to develop variable shell geometries through hybrid manufacturing workflows and circular design principles. Multipurpose, adaptable, and reconfigurable tools like parametric design and robotic fabrication are major driving forces. However, the key assessment relies on the “high volume-mass customised” production approach which is in-turn dependent on the material behaviour and the architectural geometry. The thesis shall test the efficiency of the data-driven design and its impact on the customisable automated tool and vice-versa. For the physical tool, how does it change its stereotypical image of performing repetitive and precise actions to flexible, versatile, and informed interventions? Similarly, the data analytic aspect of the digital tool for performative applications seeks stronger validation. In parallel, the project seeks to optimise the technical processes of clay 3D printing, fabric formwork and wire cutting. Thus, the thesis shall intend to question the potential of an integrated manufacturing platform, given the hybrid techniques explored.
The Economics of ‘Digital Making’, Mario Carpo
Do we still need ‘Mass Production’, Mario Carpo
Beyond the technical assessment that focuses on the tectonics of the tools and processes, with in-depth focus on robotics, the thesis seeks a value assessment of these realms of ‘digital making’ to aid the stakeholders of the AEC industry. To provide social, economic, and performative value by contextualising these applications in developing economies that are rich in handmade craft, local material, and cheap labour availability, like India, the thesis shall next, need to question and reflect on the feasibility of these physical and digital tools, through pragmatic interrogations at every step. Through the process, the aim is to question and adapt the methodologies in accordance with the context it addresses. For example, how to standardise the use of the robot or develop novel DIY high-end tools in the manufacturing process - at the factory and at the site, alongside digital and analogue craftsmen in low-tech economies? Can DIY-make clay 3D printers support the local craftsmen? How can remote robotic fabrication and collaboration for designers? Can we develop free-hand digitally controlled tools for unskilled labour? etc through cases.
The use of intelligence to balance automation versus labour availability in the AEC industry, Gilles Retsin
Lastly, the thesis shall reiterate the question from the Contextual Theory module - can ‘intelligent’ mechanization of craft add social value to technology to develop comprehensive architectural design solutions? Especially in challenging socio-economic contexts, there is a need to strike a balance between low-tech resources, craft versus high-tech fabrication solutions, technology. How can the collaboration of data-driven design and automated fabrication be made cost-effective, accessible, and sustainable? “How can artificial intelligence help make robots cheaper without limiting their abilities, in a challenging context?” The human and the Machine
Multi-fabrication platform
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
what does the industry want?
04
R&D in high-tech systems
Haphazard material management cycle:
CERAMIC INDUSTRY & CHALLENGES 1. For manufacturers: Unscrupulous consumption of nonStakeholdersrecyclable perspective - Formwork Designers & generation Manufacturers materials: waste in
The need for optimised design-toproduction workflows
SOLUTION SPACE
resources and high tech fabrication solutions (craft vs technology).
what does the industry want?
conventional production. 2. For designers: Conventional prototyping processes leading to poorly crafted and material-optimised products and compromise in product's performance.
SOLUTION SPACE
RESEARCH: The role of Automation /intelligence in determining the design space for manufacturers and testing prototypes for designers.
LOCAL CONTEXT & CERAMIC STAKEHOLDERS CURRENT ISSUES: Designers - multiple moulds and prototypes required to test geometric performance leading to unscrupulous consumption of material.
SUGGESTED DEVELOPMENTS: Designers - Prototyping tool: Adaptive physical methods that help in testing performance of geometries before ceramic production.
Manufacturer - dependence on conventional design methods that are not ceramic material-intrinsic leading to conventional wasteful moulds.
Manufacturer - Design & Analysis Tool Analytic digital methods that optimise the tooling based on the geometry before ceramic production.
Limited labour and resources for bespoke craft.
Research for decorative rather than architectural!
POTENTIAL SOLUTIONS: Designer - Use of robotic actuation and their physical intelligence for optimised design. Manufacturer - Use of fabric formworks and their digital intelligence for optimised production.
Finishing and precision dependent on manual labour
Conventional wasteful subtractive moulding methods
Profit driven market for conventional products
Intensive technology focus only for mass production
Superflous unsustainable material consumption
Restricted R&D in high tech manufacturing tools
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
who is the context?
Automation & Intelligence
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
ceramic industry
05
low-tech resources
LOCAL CONTEXT & CERAMICS Proposing a social value for application
CERAMICS INDUSTRY & CHALLENGES LOW-TECH, DEVELOPING ECONOMIES WITH EMERGENCY NEEDS, BUT WITH RICH CERAMIC-CRAFT HISTORY & LOCAL AVAILABILITY OF MATERIALS. PROBLEM SPACE Skilled labour shortage for craft-based production R&D in high-tech systems
Gap between production timeline & Design Management
Haphazard material management cycle: 1. For manufacturers: Unscrupulous consumption of nonrecyclable materials: Formwork waste generation in conventional production.
The need for optimised design-toproduction workflows
2. For designers: Conventional prototyping processes leading to poorly crafted and material-optimised products and compromise in product's performance.
SOLUTION SPACE
The need to balance between low tech resources and high tech fabrication solutions (craft vs technology).
SOLUTION SPACE
RESEARCH: The role of Automation /intelligence in determining the design space for manufacturers and testing prototypes for designers.
LOCAL CONTEXT & CERAMIC STAKEHOLDERS CURRENT ISSUES: Designers - multiple moulds and prototypes required to test geometric performance leading to unscrupulous consumption of material.
SUGGESTED DEVELOPMENTS: Designers - Prototyping tool: Adaptive physical methods that help in testing performance of geometries before ceramic production.
Manufacturer - dependence on conventional design methods that are not ceramic material-intrinsic leading to conventional wasteful moulds.
Manufacturer - Design & Analysis Tool Analytic digital methods that optimise the tooling based on the geometry before ceramic production.
LOCAL MATERIAL AVAILABILITY
TRADITIONAL CONSTRUCTION
POTENTIAL SOLUTIONS: Designer - Use of robotic actuation and their physical intelligence for optimised design. Manufacturer - Use of fabric formworks and their digital intelligence for optimised production.
SKILLED CRAFTSMAN
CHEAP LABOUR
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
Low-tech economies
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
the context
what does the material want?
Automation & Intelligence
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
ceramic industry
06
what does the material want?
CONVENTIONAL vs NON-CONVENTIONAL Performance Gradience of ‘Architectural Ceramics’
CONVENTIONAL MATERIAL
CERAMIC ELEMENT
concern - RAW MATERIALS ?
CERAMIC FORMULATION Durability & Opacity
concern - FABRICATION ?
REINFORCEMENT Material Behaviour
the need for alternative material
COMPARISON
ADDITIVE MANUFACTURING
ASSEMBLY & DISTRIBUTION
FABRIC FORM-FINDING
Tools and Processes
Fired vs Unfired Clay
Tools and Processes
the need to optimise fabrication
EFFICIENCY OF FIBRES OVER CAGES
concern - ASSEMBLY?
INCREASE DURABILITY
the need to simplify assembly
MORE STRUCTURAL STRENGTH
the need to manage construction
STRONGER BONDING
06
EXPERIMENTS - CLAY FORMULATION, COMPOSITE & FIBRE REINFORCEMENT
PROJECT PROJECT OBJECTIVES OBJECTIVES
Explore clay rheology and properties, Developing material by combining clay and glass. Assessing fibre reinforcement material options
//Clay formulation
//Testing material behaviour in terms of strength and translucency with different glass infusions.
scoping trials
//Extrusion & Fibre Reinforcement
//Clay & Glass composite
// Understanding workability, durability and plasticity of various combinations of clay and additives
Tests to Further Address the Project Aim
// To find out the better fiber and techniques needed in certain context in terms of feasibility and performances
01
ould be lost due an increase thetomass/ thickness of application) by developing a ceramic-glass composite and having it in ceramics (as to it could be lostindue an increase in the mass/ thickness of application) by developing a ceramic-glass composite and having it
optimization.
drying time - rapid plasticity - low workability
eialused as raw material Glass frit fibre/ roving+ Glass + Glass stringers Glass (coarse) fibre/ roving Testing out workability of mix Requires plasticizer
+ Glass beads
+ Glass pieces
+ Glass + Glass beads Varied ratestringers of drying causing shrinkage & warp in samples Planar - high shrinkage rate due to increased surface area Extrusions - linear shrinkage which is lesser than planar
+ transmission Glass pieces Light test Planar - high Extrusions - minimal
Analysing deformations
Before firing
er water %
te after firing
lass fibres - fails to adhere onto clay; influences geometry underweight mix 1 – experimental firing to nslucency Glass fibres - fails to adhere onto clay; influences geometry observe responseunderweight of fibres to cracks
After firing
mix 1 – experimental firing to observe response of fibres to cracks
An attempt to standardize sample generation An attempt to standardize sample generation To test out different densities of fibre strands, To test out different densities of fibre strands, their ability to fuse & possible light transmission their ability to fuse & possible light transmission
Lower water content allows for better form retention Extrusions exhibit minimal deformations Planar deformations high; dependant on scale & form
Research by Calwin Kwan and Monisha Sridhara clay slip & glass fibre mesh - test out different densities of fibre strands, their ability to fuse & possible light transmission
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
Low-tech economies
follow material behaviour
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
‘clay - embrace my plasticity, reduce my carbon footprint’ - the re-defination of ‘performance’ in the fabrication process.
the context
local material
evaluate the state-of-the-art
Automation & Intelligence
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
ceramic industry
07
case studies
RESEARCH DIAGRAM Fit into the state of the art
KnitCandela
Straitus Bridge
Smart Dynamic Casting
formwork actuation PERFORMANCE OF CONCRETE STAY-IN-PLACE FORMWORK
+
+
+
-
ADDITIVE MANUFACTURE FORMWORK WASTE
unsustainable & unbalanced material lifecycle
behaviour of composite materials
poor designer-manufacturer dynamics
RESEARCH PROJECT
intelligence of fabric’s flexibility + clay’s plasticity
Mark West
multi-axis 3D printing
+
RE-USABLE FORMWORK AUTOMATED ACTUATION
resource consumption of formwork systems
structural performance of ceramics Armadillo Vault
flexibility of forms
WASTE GENERATION CONVENTIONAL SYSTEMS
-
the need for quake-resistant doubly curved ceramic shells
Prototype Testing
-
Ceramic Industry
+
-
Mapungudwe Brick Shell
+ apply stereotomy to ceramic assemblies
PERFORMANCE OF FABRIC TENSIONING SYSTEMS
BEHAVIOUR OF CLAY+FABRIC CONSTRAINED FORMS
STEREOTOMIC GEOMETRY
PERFORMANCE OF CERAMICS POOR QUAKE RESISTANCE
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
Low-tech economies
follow material behaviour
address ‘performance’ of ceramics
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
‘clay - embrace my plasticity, reduce my carbon footprint’ - the re-defination of ‘performance’ in the fabrication process.
‘how can one design using a weaker material?’ - understanding the interdependencies of a shell structure.
the context
local material
state-of-the-art
now, defining the research intent?
Automation & Intelligence
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
ceramic industry
08
DFMA process
RESEARCH INTENT
Defining the research question
01
strength
formwork
project aim
PRODUCTION OF PERFORMATIVE CERAMIC SHELL ASSEMBLIES: Stereotomic panels made using multi-fabrication robotic platform.
waste
CONVENTIONAL BUILDING ELEMENT
02
research intent
hybrid DFMA production How can efficient digital fabrication platforms aid in ceramic agility and performance to ensure sustainable material lifecycle patterns?
OPTIMISED BUILDING ELEMENT
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
Low-tech economies
follow material behaviour
address ‘performance’ of ceramics
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
‘clay - embrace my plasticity, reduce my carbon footprint’ - the re-defination of ‘performance’ in the fabrication process.
‘how can one design using a weaker material?’ - understanding the interdependencies of a shell structure.
the context
local material
state-of-the-art
developing the architectural geometry!!
Automation & Intelligence
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
ceramic industry
Efficiency of shell structures
‘intelligent fabrication systems’ - hybrid ceramic manufacturing systems simplified through robotic tooling and digital data.
research intent
09
digital tool
DESIGN OF THE SHELL STRUCTURE Design, Analysis, Optimise and Discretisation
proposed prototype
geometry generation
structural optimisation
thrust network analysis & discrete element analysis 01 Developing small-scale shell systems through RhinoVault as per physical parameters. 02 Structural analysis methods to generate rib supports to add tension in the system 03 Optimisation through data-driven analysis to rationalise individual stereotomic geometries
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
Low-tech economies
follow material behaviour
address ‘performance’ of ceramics
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
‘clay - embrace my plasticity, reduce my carbon footprint’ - the re-defination of ‘performance’ in the fabrication process.
‘how can one design using a weaker material?’ - understanding the interdependencies of a shell structure.
the context
local material
Automation & Intelligence
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
ceramic industry
Efficiency of shell structures
‘intelligent fabrication systems’ - hybrid ceramic manufacturing systems simplified through robotic tooling and digital data.
state-of-the-art
digital tooling and analysis
‘computational design to constructional integration’ - discretising and rationalising ceramic geometries from global form.
architectural geometry
what are the challenges of the fabrication processes?
research intent
10
option 01
VARIABLE PANELS - ADDITIVE MANUFACTURING Option 01 - Non Planar 3DP on scaffold structure
robotic toolpath scaffolds production time
Use of lattice spanning features as reinforcement
workholding layer adhesion drying behaviour Irregular variation of extrusion deposition along toolpath
Double thickness-offset toolpath to support complex forms
LIMITATIONS
OF
VARIOUS
3DP
METHODS
THE FEED SPEED AND EXTRUSION SPEED:
01 Overhanging Geometry: How can the ‘pseudoplas-
03 A controlled overflow across various points of the
tic’ parameters of the material be modulated to address these geometries in Clay FDM 3D printing?
toolpath that impacts the material deposit can help reduce or avoid supports in selected areas.
THE ROLE OF SCAFFOLDS AND SUPPORTS:
04 How can the potential for geometric and tex-
02 Can the toolpath, 3dp configuration and the ma-
terial parameters be modified to create self-support layers reducing the need of scaffolds?
THE
GEOMETRY
AND
RESOLUTION:
tural experimentation aid in architectural applications and how can variations be achieved by changing the layer height and stepover factors?
G-CODE ARTICULATION FOR MATERIAL CONTROL & MOVEMENT:
05 How can the flow-rate and the extrusion values be mod-
ified with the flexibility of parametric modelling and options to modulate in accordance to the design parameters to influence the material and geometry’s stability?
fresh clay 3DP - for detailing, developing variable geometry
Issues in layer-to-layer adhesion - stepover value change.
11
option 02
VARIABLE PANELS - ADDITIVE MANUFACTURING
Option 02 - 3DP + Robotic Wire Cutting
more flexible tooling wire geometry tensioning system extendability
toolpath strategy volume envelope
MOISTURE & GROG CONTENT
planar 3D Printing
ADHESION LEVEL
TACKLING DESIGN LIMITATIONS OF ADDITIVE MANUFACTURING - Overhangs: Toolpath for overhangs and supports needed using bridge concept. - Toolpath: Playing with printing parameters for varying toolpath for different parts. - Surface Texture: The role of texture in clay behaviour and stepover support.
surface friction geometry deformation
material
geometry
are ruled surfaces a limitation for the process? does discretization and local approvimation aid in cutting freeform geometries? rough milling or detailing of textures possible?
RULED GEOMETRIES (FORM) RATIONALISING FREEFORM SIZE AND EXTENSION PRECISION & TOLERANCE
tool
SURFACE QUALITY
robotic hotwire cutting
FIRST TEST CUTS
CUTTING SPEED VARIABLE TOOLPATH SOFTWARE
clay compostion clay state post processing
high grog content, high green strength and low shrinkage works better. how difficult the cut part is to remove from the stock? how does the clay composition affect the stability and cut?
VARIABLE MATERIALITY
TEXTURED COMPONENTS
cutting speed positive and negative geometry
process
tool size restrictions wrt working volume and geometry precision in movement and volume removed at locations (conic vertices, sharp angles, etc) smoothness finish and consistency for assembly, especially stereotomy?
cutting speed and orientation for optimisation changing toolpaths for internal vs external cuts, deep/shallow cuts, etc optimisation software like PyRAPID that clusters similar toolpaths within the geometry and computes inverse kinematics.
robotic hotwire cutting
FURTHER TESTS
PREVENT GEOMETRIC DISTORTION THROUGH ROWC
Important to test with suitable clay with less friction
LINEAR SWEEPING MOTION
Speed tests and static workholding is critical in this.
ZIG-ZAG SAW LIKE MOTION
1. Issues with cutting speed challenging the softness of clay. 2. Manual assistance needed with robot to ensure stability during the fabrication process. 3. Custom workpiece for supporting clay during the process and to accommodate for undercuts. 4. Additional testing needed for tolerance - shrinkage, controlled firing and drying, and clay body specifications.
robotic hotwire cutting
FURTHER TESTS
PLANAR CONTOUR CUT The need to understand cuts with different clay behaviour
SINGLY CURVED SURFACE
SPLINE EDGED SURFACE
Different testing toolpaths to study surface tolerance
How can the edge conditions be honed with the tool?
DOUBLY CURVED SURFACE Can speeds and movement vary as curvature analysis?
robotic hotwire cutting
MATERIAL TESTS
robotic hotwire cutting
GEOMETRY TESTS
1. Issues with cutting speed challenging the softness of clay. 2. Manual assistance needed with robot to ensure stability during the fabrication process.
3. Custom workpiece for supporting clay during the process and to accommodate for undercuts. 4. Additional testing needed for tolerance - shrinkage, controlled firing and drying, and clay body specifications.
Important to test with suitable clay with less friction
Important to test with suitable clay with less friction
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
ceramic industry
Low-tech economies
follow material behaviour
address ‘performance’ of ceramics
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
‘clay - embrace my plasticity, reduce my carbon footprint’ - the re-defination of ‘performance’ in the fabrication process.
‘how can one design using a weaker material?’ - understanding the interdependencies of a shell structure.
the context
local material
digital tooling and analysis
Automation & Intelligence
Efficiency of shell structures
‘intelligent fabrication systems’ - hybrid ceramic manufacturing systems simplified through robotic tooling and digital data.
state-of-the-art
production variability
research intent
production speed
‘computational design to constructional integration’ - discretising and rationalising ceramic geometries from global form.
‘non-planar 3DP vs planar 3DP’ - optimising toolpath for detailed variable discrete geometries with production time in mind
‘efficient end-effector’ - the geometry in leather hard state is wirecut based on its stereotomic position to avoid distortion.
architectural geometry
additive manufacturing
robotic wire-cutting
how can the assembly be addressed?
'flexible self-forming' funicular moulds = 'self-construct' optimised structural shapes
experiments
tensile capacity of formwork membrane complements compressive capacity of reinforced ceramic
12
ASSEMBLY - FABRIC FORMWORK
Tooling developmentKEYfor testing boundary conditions PARAMETERS:
Physical Form-finding
1. BOUNDARY CONDITION/SUPPORTS 2. LOADS 3. MATERIAL BEHAVIOUR
SUB PARAMETERS: 1. Impact of material elasticity, shrinkage and creep. 2. Mechanical properties of material - density, stiffness. 3. Non mechanical prop temperature, moisture, etc.
01 Defining the anchors,boundary
1. Boundary conditions
conditions for funicular forms
An adjustable table was made to help with fabric manipulation and to understand the feasibility of hanging sheet mould and the performance of different fabric acting as formwork. Have the clay slab rest on the level surface first, and then raise the corners of the fabric to and naturally form a Woven polypropylene (non-elastic non-stickable to cla shape according to gravity. Observations are as:
Woven polypropylene (non-elastic and non-stickable to clay) as formwork
LEARNING FABRIC TENSIONING SYSTEMS FROM MARK WEST
SETTING UP TOOLING FOR TESTING BOUNDARY CONDITIONS
PRECEDENCE EXAMPLE
2.Pre tensioning and Loads Variation
Lycra (elastic and slightly stickable to clay) as formwork / muslin embedded as reinforcement
Lycra (elastic and slightly stickable to clay) as formwork /
Fabric Fabric Fabric Fabric properties properties Fabric properties properties properties
02 Observing the behaviour of dif-
● On muslin ripstop /types woven polypropylene ferent clay/ lycra % /with of fabric ● ●
Muslin
Easy to crack on the sloping area Curvature differs according to elasticity of fabric Feasible to create shapes with multiple weaves with lycra with extra supports beneath the fabric
Non-polar so mineral contaminants will not adhere to the fabric
High degree of elasticity
Ripstop
● ● ●
Fabric properties
● ● ●
Easy to crack on the sloping area Curvature differs according to elasticity of fabric Feasible to create shapes with multiple weaves with
Set on different angled surfaces (30 / 45 / 60) With vertical and perpendicular extruding angle
It was observed that elastic fabrics have good adhesion. Hence this composite behaviour shall help in stay-inplace formwork. However, the woven Conclusion fabrics does not adhere well, but, the drying uniform forangle the ● is Perpendicular extruding helps clay with evenand extrusion shrinkage/deformation is mini● Different angled surfaces make little difference Lycra Muslinhas / lycra exhibit good adhesion mal. ● This potential forto clay, re-uswhereas ripstop /woven polypropylene are the able demouldable moulds. opposite Woven Polypropylene
3.Material Behaviour
1. Varying the tension changed the structural behaviour of fabric which reflected on the clay. 2. Shrinkage and clay thickness varies as per the fabric used due to the adherance properties. 3. Additional tension, demoulding and calculated actuation is needed to derive optimised forms.
Lower degree of elasticity Waterproof Woven
Able to create more forms Woven fabric Durable
Does not adhere to concrete or casted material
1.Type of fabric Polyethylene/Polyprop elene - GEOTEXTILES sustainability??
2.Woven vs knit fabric - behaviour at various angles of shearing 3.Coated/uncoated textiles - impact on waterproof, permeability, shearing, demould, etc
Muslin Muslin Muslin MuslinMuslin Muslin
Lycra Lycra LycraLycra Lycra Lycra
Ripstop Ripstop Ripstop Ripstop Ripstop Ripstop
Woven Woven Woven Polypropylene Woven Polypropylene Polypropylene Woven Polypropylene Polypropylene Thin Thin Fusing Thin Fusing Thin Fusing Fusing Thin Fusing Woven Polypropylene Thin Fusing
Permeable Permeable Permeable Waterproof Permeable Waterproof Permeable Permeable Permeable Permeable Permeable Permeable Permeable Permeable Permeable Waterproof Waterproof Waterproof Waterproof WaterproofPermeable Permeable Permeable Permeable Permeable Waterproof Waterproof Waterproof Waterproof Waterproof Not elastic Elastic Not elastic Not elastic NotNot elastic NotNot elastic Not elastic elastic Not elastic Not elastic Elastic Elastic Elastic ElasticElastic NotNot elastic Not elastic elastic Not elastic Not elastic NotNot elastic Not elastic elastic Not elastic Not elasticNot elastic Not elastic elastic Not elastic Not elastic Loose in texture Tight in texture Tight in texture Loose in texture Tight in texture Loose Loose Loose in texture Loose inin texture texture Loose in texture in texture Tight Tight Tight in texture in Tight in texture texture in Tight texture in texture Tight Tight Tight in texture in Tight in texture texture in Tight texture in texture Loose Loose Loose in texture Loose inin texture texture Loose in texture in texture Tight Tight Tight in texture in Tight in texture texture in Tight texture in texture Very soft Very soft Soft Soft Bit hard VeryVery soft Very soft Very soft soft Very soft VeryVery soft Very soft Very soft soft Very soft SoftSoft Soft Soft Soft SoftSoft Soft Soft Soft Bit Bit hard Bit hard hard Bit hard Bit hard
Research by Minran Xue and Harsh Shah
12
experiments
ASSEMBLY - FABRIC FORMWORK
Tooling development for testing boundary conditions
● ● ● ● ●
03 Surface conditions of the composite
Stitch two type of fabric in a pattern Pre-form the fabric with tension to form a doubly curved surface Dip the fabric in earthenware clay When the clay dry out, apply another layer of earthenware by brush Repeat this several times
material - clay slip & tensioned fabric
With the previous test, we came up with the dipping test. The purpose of the dipping test is to test the degree of adhesion between the fabric and the clay, to test whether the different fabrics are easy to demould after dipping, and the molding ability of different fabrics. Analyze the plasticity, cracks, and adhesiveness of both in the test.
Lessons learned ● ● ● ●
Long manufacturing cycle Easy to crack on the surface Unable to be put into the kiln Hybrid fabric exhibits special quality when pre-formed, but pre-forming process makes it hard to exhibit elasticity difference during later processes
Dipping test with individual fabric Ripstop
● ● ●
On muslin / lycra / ripstop / woven polypropylene Set on different angled surfaces (30 / 45 / 60) With vertical and perpendicular extruding angle
Thin Fusing
Muslin
Lycra
The continuing test is that we stitch one elastic material and one non-elastic material together to see if hybrid fabric formwork would help with featured geometry. After first dipping, there’s no significant effect, and after applying several layers, it became easy to crack. And we will run some tests like extruding test on hybrid fabric and without pre-stretching the fabric base on the dipping test.
First time dipping into clay
Final outcome
● ● ●
On muslin / lycra / ripstop / woven polypropylene Set on different angled surfaces (30 / 45 / 60) With vertical and perpendicular extruding angle
Conclusion Perpendicular extruding angle helps with even extrusion ● Different angled surfaces make little difference ● Muslin / lycra exhibit good adhesion to clay, Conclusion whereas ripstop /woven polypropylene are the opposite ● Perpendicular extruding angle helps with even extrusion ● Different angled surfaces make little difference ● Muslin / lycra exhibit good adhesion to clay, whereas ripstop /woven polypropylene are the opposite
When first immersed in the clay, materials combine well with the clay. Similarly, we can see that ripstop and thin fusion can maintain the original shape well, while muslin and lycra are easily deformed due to their water absorption.
●
Plasticity
Easy to shape
Easy to shape
Difficult
Difficult
Crackness
Easy to crack
Small crack on the surface
Adhesiveness
Easy to attach at the beginning, when it getting thicker, it is easy to fall of
Easy to attach
Small cracks on the surface Easy to attach
A lot of cracks on the surface Easy to attach
After dipping for the first layer, there’s no significant effect, so apply several layers after that by brush, but still easy to crack Pre-forming process affects its elasticity when dipping, further tests need to be done without pre-stretching to see if this method can help with featured geometry
Research by Minran Xue, Harsh Shah and Shu Xiao
12
proposition
ASSEMBLY - FABRIC FORMWORK
Tooling development for testing boundary conditions
The idea to avoid this superfluous scaffolding using flexible fabric formworks casted in clay that is deployable, lightweight and portable
Digital tools to translate these freeform geometries to ruled surfaces.
The shell geometry is rationalised to ruled strips for fabric formwork which are stitched together and set up in place
A case study that converts minimal surface to fabric strip morphologies
this is what the world needs!
DFM invests in ‘digital making’
Data-driven design & fabrication
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
‘Automation, AI & Architecture’ - collaboration of data-driven design and automated fabrication in the digital age.
overall agenda
tool at hand
collaborators
Low-tech economies
follow material behaviour
address ‘performance’ of ceramics
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
‘clay - embrace my plasticity, reduce my carbon footprint’ - the re-defination of ‘performance’ in the fabrication process.
‘how can one design using a weaker material?’ - understanding the interdependencies of a shell structure.
the context
local material
digital tooling and analysis
production variability
state-of-the-art
production speed
Automation & Intelligence
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
ceramic industry
Efficiency of shell structures
‘intelligent fabrication systems’ - hybrid ceramic manufacturing systems simplified through robotic tooling and digital data.
research intent
assembly and disassembly
‘computational design to constructional integration’ - discretising and rationalising ceramic geometries from global form.
‘non-planar 3DP vs planar 3DP’ - optimising toolpath for detailed variable discrete geometries with production time in mind
‘efficient end-effector’ - the geometry in leather hard state is wirecut based on its stereotomic position to avoid distortion.
‘intelligent flexible formworks’ - using digital tooling to translate geometries to physical developable fabrication as scaffold.
architectural geometry
additive manufacturing
robotic wire-cutting
simplified assembly
recap of the process - current state?
13
PATHWAY
Further directions
strength
formwork
waste 01 DESIGN OF AN OPTIMISED STRUCTURAL SHELL
02 ROBOTIC WIRECUT THE 3DP INDIVIDUAL PANELS
hybrid DFMA production fresh clay leather hard fired clay
3DP - for detailing, developing variable geometry Wirecut - stereotomic finish, avoid deformation Fabric formwork - Flexibility & ease in assembly
digital tool
physical tool
Doubly curved panels of variable thickness and ribbed stiffeners designed through structural optimisation, developed through 3DP+wirecut and that are assembled based on stereotomy with aid of fabric scaffolding. PRODUCTION: Material Sustainability, Less waste, Variable geometries POST-PROCESSING: Time saving, avoid geometry deformation, workhold ASSEMBLY: Geometric Freedom, lightweight, portable, flatpack.
03 FABRIC FORMWORK ASSEMBLY
14
RESEARCH PLAN
Thesis - Final Major Project
project delivery phase 01
REVIEW (May 17th)
PHYSICAL STUDIES
INITIAL TESTS STEP 01 (May 18th - June 09th)
project delivery phase 02
WEEK 20 WEEK 21 WEEK 22
1. Simple shell geometry development. 2. Geometry discretization - 2 to 3 parts 3. Robotic non-planar 3DP on formwork. 4. Fabric formwork morphologies.
DIGITAL STUDIES 1. ARCHITECTURAL GEOMETRY + DIGITAL OPTIMISATION 2. FABRIC FORMWORK STRIPS DEVELOPMENT
WEEK 23
FABRICATION SETUP STEP 02 (June 13th - June 26th)
REVIEW (June 09th) PROGRESS CHECK (June 30th)
PRODUCTION PHASE 01 STEP 03 (July 04th - July 24th)
ADDITIVE MANUFACTURE
PRODUCTION PHASE 02 STEP 03 (July 25th - Aug 14th)
CERAMIC PANEL ADDITIVE MANUFACTURING
ROBOTIC WIRECUTTING AND KILN SETUP
project delivery mid-phase 03 PIN-UP (Aug 17th)
ASSEMBLY PHASE STEP 04 (Aug 20th - Oct 09th)
SHELL ASSEMBLY
MAY 18th to NOVEMBER 03rd
STEREOTOMIC ASSEMBLY OF THE CERAMIC PANELS
STEP 05 (Oct 10th - Oct 23rd)
DOCUMENTATION
STEP 06 (Oct 24th - Nov 03rd)
SUBMISSION
project delivery phase 03 draft portfolio submission final portfolio submission
15
BIBLIOGRAPHY
Thesis - Final Major Project
[1] Andreani, Stefano, Jose Luis Garcia del Castillo, Aurgho Jyoti, Nathan King, and Martin Bechthold. “Flowing Matter: Robotic Fabrication of Complex Ceramic Systems.” Eindhoven, The Netherlands, 2012. https://doi.org/10.22260/ISARC2012/0071. [2] BLOCK, PHILIPPE, MATTHIAS RIPPMANN, and TOM VAN MELE. “THE ARMADILLO VA U LTBALANCING COMPUTATION AND TRADITIONAL CRAFT.” In FABRICATE 2017, n.d. [3] Bradley, R A, and M Gohnert. “Three Lessons from the Ma-pungubwe Shells.” South African Institution of Civil Engineering 58, no. 3 (2016): 2–12. https://doi. org/10.17159/2309-8775/2016/v58n3a1. [4] Fallacara, Giuseppe, Claudio D’Amato, Marco Stigliano, and Richard A. Etlin. Stereotomy: Stone Architecture and New Re-search. Paris: Presses des Ponts, 2012. [5] International Conference on Flexible Formwork, Antony Darby, Mark Evernden, Tim Ibell, and John Orr, eds. Second In-ternational Conference on Flexible Formwork: Icff2012 : Full Papers, 2012. [6] “Knitting for Architecture” | Guest Lecture by Dr. Mariana Popescu | Harvard GSD6338. Accessed April 21, 2022. https://www.youtube.com/watch?v=RzN4c7lsFxk. [7] Labonnote, Nathalie, Anders Rønnquist, Bendik Manum, and Petra Rüther. “Additive Construction: State-of-the-Art, Chal-lenges and Opportunities.” Automation in Construction 72 (De-cember 2016): 347–66. https://doi.org/10.1016/j. autcon.2016.08.026. [8] Lloret-Fritschi, Ena, Timothy Wangler, Lukas Gebhard, Jaime Mata-Falcón, Sara Mantellato, Fabio Scotto, Joris Burger, et al. “From Smart Dynamic Casting to a Growing Family of Digital Casting Systems.” Cement and Concrete Research 134 (August 2020): 106071. https://doi.org/10.1016/j.cemconres.2020.106071.
[9] Popescu, M., L. Reiter, A. Liew, T. Van Mele, R.J. Flatt, and P. Block. “Building in Concrete with an Ultra-Lightweight Knitted Stay-in-Place Formwork: Prototype of a Concrete Shell Bridge.” Structures 14 (June 2018): 322–32. https://doi.org/10.1016/j. istruc.2018.03.001. [10] POPESCU, MARIANA , MATTHIAS RIPPMANN, PHILIPPE BLOCK, and TOM VAN MELE. “KNITCANDELACHALLENGING THE CONSTRUCTION, LOGISTICS, WASTE AND ECONOMY OF CONCRETE-SHELL FORMWORKS.” In FABRICATE 2020, n.d. [11] Reimagining Shell Structures - Philippe Block. Accessed April 21, 2022. https:// www.youtube.com/watch?v=vAavRx7uoeA. [12] Rippmann, Matthias, and Philippe Block. “Computational Tessellation of Freeform, Cut-Stone Vaults.” Nexus Network Journal 20, no. 3 (December 2018): 545–66. https://doi.org/10.1007/s00004-018-0383-y. [13] Sheil, Bob, Mette Ramsgaard Thomsen, Martin Tamke, and Sean Hanna, eds. Design Transactions: Rethinking Information Modelling for a New Material Age. London: UCL Press, 2020. [14] West, Mark. The Fabric Formwork Book: Methods for Building New Architectural and Structural Forms in Concrete. London ; New York: Routledge, 2017. [15] Yang, Xuyou, Paul Loh, and David Leggett. “Robotic Variable Fabric Formwork.” Journal of Computational Design and Engineering 6, no. 3 (July 1, 2019): 404–13. https://doi.org/10.1016/j.jcde.2018.10.001. [16] YUAN, PHILIP, ACHIIM MENGES, and NEIL LEACH. DIGITAL FABRICATION, n.d.
2021/22
BARC0060: Final Major Project STUDENT NO. 20111292
WIRECUTTING DOUBLE CURVED MINIMAL SURFACES
DISCUSSION WITH PETER
ROBOTIC MANIPULATION OF CLAY
DESIGN GEOMETRY DEVELOPMENT
ANOTHER PATHWAY - WIRECUTTING CLAY MOULDS
EXHIBITION - TOOL DEVELOPMENT & ROBOTIC MOVEMENT
ROBOTIC WIRECUTTING - SHELL GEOMETRIES
00
PROJECT - INITIAL TESTS Thesis - Final Major Project
MATERIAL To focus on the ‘architectural’ character of clay or similar material and to develop a suitable system as per the material behaviour.
strength
formwork
waste
COMPUTATION To tap on to the efficiency of non-conventional geometries and optimise the novel digital tools at hand.
hybrid DFMA production fresh clay leather hard fired clay
3DP - for detailing, developing variable geometry Wirecut - stereotomic finish, avoid deformation Fabric formwork - Flexibility & ease in assembly
FABRICATION To develop hybrid systems of manufacture as per the material and geometry, that provides social, economic and sustainable value.
01
PROJECT BACKGROUND Thesis - Final Major Project
Agile ceramic manufacture of complex geometries (thin shell variable minimal surfaces) using digitally informed robotic wirecutting and sculpting.
why?
how?
this is what the world needs!
DFM invests in ‘digital making’
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
Automation & Intelligence
Low-tech economies
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
How can efficient digital fabrication platforms aid in ceramic agility and performance to ensure sustainable material lifecycle patterns?
what?
who?
informed spatial ‘ceramic’ tectonics
02
DEFINING PATHWAYS Thesis - Final Major Project
PROJECT:
THESIS:
To develop a digital-physical workflow - robotic manipulation (wire cutting/sculpting) of clay to produce variable thin-shell minimal surface geometries.
To evaluate non-object oriented values from digital fabrication workflows tectonic, production and social assessment of the project.
overall agenda - thesis + project? How can fabrication
the be
collaboration of data-driven design and automated made cost-effective, accessible and sustainable?
03
PROJECT OUTLINE Final Major Project
thin shell structures with varying thickness + surface finishes
01
02
01
DIGITAL TOOL: Rationalise the geometry to simplify construction.
parameters
02
PHYSICAL TOOL: Efficient fabrication for complex geometries.
03
PRODUCTION OUTPUT: Ceramic/biomaterial components
1. Developing complex geometries (toolpath). 2. Precision of interfaces (robotic end effector). 3. Fabrication Time (against CNC) 4. Surface detailing texture (compared to 3DP) 5. Quality of surface (end tooling) 6. Stock + Workhold (Robotic behaviour) 7. Cost factor 8. Large volume production 9. Waste generation and resource consumption patterns. 10. Reusability of the negatives.
To develop complex modules of minimal surfaces using its asymptotic curves as toolpaths via a digital interface setup for robotic sculpting/wirecutting fabrication of clay.
03
04
‘intelligent fabrication systems’ - hybrid ceramic manufacturing systems simplified through robotic tooling and digital data.
‘computational design to constructional integration’ - discretising and rationalising ceramic geometries from global form.
05
production variability- optimising toolpath for detailed variable discrete geometries with production time in mind
‘efficient end-effector’ - the geometry in leather hard state is wirecut based on its stereotomic position to avoid distortion.
04
RESEARCH DESCRIPTION Final Thesis Report
06
AUTOMAINTELLIGENCE TION, AI, AND ARCHITEAND CTURE ARCHITECTURE AUTOMATION, ARTIFICIAL The major project seeks to develop variable shell geometries through hybrid manufacturing workflows and circular design principles. Multipurpose, adaptable, and reconfigurable tools like parametric design and robotic fabrication are major driving forces. However, the key assessment relies on the “high volume-mass customised” production approach which is in-turn dependent on the material behaviour and the architectural geometry. The thesis shall test the efficiency of the data-driven design and its impact on the customisable automated tool and vice-versa. For the physical tool, how does it change its stereotypical image of performing repetitive and precise actions to flexible, versatile, and informed interventions? Similarly, the data analytic aspect of the digital tool for performative applications seeks stronger validation. In parallel, the project seeks to optimise the technical processes of clay 3D printing, fabric formwork and wire cutting. Thus, the thesis shall intend to question the potential of an integrated manufacturing platform, given the hybrid techniques explored.
07
01 Production assessment
02
Do we still need ‘Mass Production’, Mario Carpo
The Economics of ‘Digital Making’, Mario Carpo
Tectonic assessment
Beyond the technical assessment that focuses on the tectonics of the tools and processes, with in-depth focus on robotics, the thesis seeks a value assessment of these realms of ‘digital making’ to aid the stakeholders of the AEC industry. To provide social, economic, and performative value by contextualising these applications in developing economies that are rich in handmade craft, local material, and cheap labour availability, like India, the thesis shall next, need to question and reflect on the feasibility of these physical and digital tools, through pragmatic interrogations at every step. Through the process, the aim is to question and adapt the methodologies in accordance with the context it addresses. For example, how to standardise the use of the robot or develop novel DIY high-end tools in the manufacturing process - at the factory and at the site, alongside digital and analogue craftsmen in low-tech economies? Can DIY-make clay 3D printers support the local craftsmen? How can remote robotic fabrication and collaboration for designers? Can we develop free-hand digitally controlled tools for unskilled labour? etc through cases.
The use of intelligence to balance automation versus labour availability in the AEC industry, Gilles Retsin
08
03 Social assessment
Lastly, the thesis shall reiterate the question from the Contextual Theory module - can ‘intelligent’ mechanization of craft add social value to technology to develop comprehensive architectural design solutions? Especially in challenging socio-economic contexts, there is a need to strike a balance between low-tech resources, craft versus high-tech fabrication solutions, technology. How can the collaboration of data-driven design and automated fabrication be made cost-effective, accessible, and sustainable? “How can artificial intelligence help make robots cheaper without limiting their abilities, in a challenging context?”
09 The human and the Machine
10 Multi-fabrication platform
05
THESIS PLAN Final Major Project
june
MATERIAL
AUTOMATION, AI, AND ARCHITECTURE
end of term exhibition
The major project seeks to develop variable shell geometries through hybrid manufacturing workflows and circular design principles. Multipurpose, adaptable, and reconfigurable tools like parametric design and robotic fabrication are major driving forces. However, the key How can this novel fabrication system adapt to new materials withapproach circularwhich design principles? assessment relies on the “high volume-mass customised” production is in-turn dependent on the material behaviour and the architectural geometry.
THESIS Q.02
Test this quick production tool (wirecutter and other basic sculpting end-effectors) with a catalogue of materials
july thesis outline draft thesis
august prototype review final thesis
september
The thesis shall test the efficiency of the data-driven design and its impact on the customisable automated tool and vice-versa. For the physical tool, how does it change its stereotypical image of performing repetitive and precise actions to flexible, versatile, and informed interventions? Similarly, the data analytic aspect of the digital tool for performative applications seeks stronger validation. In parallel, the project seeks to optimise the technical processes of clay 3D printing, fabric formwork and wire cutting. Thus, the thesis shall intend to question the potential of an integrated manufacturing platform, given the hybrid techniques explored.
COMPUTATION
Beyond the technical assessment that focuses on the tectonics of the tools and processes, with 12 in-depth focus on robotics, the thesis 11 seeks a value assessment of these realms of ‘digital How can the taxonomy surfaceofdefine high volume-mass customised approach? making’ to of aidminimal the stakeholders the AECa industry. To provide social, economic, production and performative value by contextualising these applications in developing economies that are rich Developing efficient roboticcraft, endlocal effectors and interface for toolpaths catalogue of geometries in handmade material, anddigital cheap labour availability, like India,for the a thesis shall next, need to question and reflect on the feasibility of these physical and digital tools, through pragmatic interrogations at every step. Through the process, the aim is to question and adapt the methodologies in accordance with the context it addresses. For example, how to standardise the use of the robot or develop novel DIY high-end tools in the manufacturing process - at the-factory and at the site, alongside digital novel subtractive technique - quick production complex bio-integrated forms and analogue craftsmen in low-tech economies? Can DIY-make clay 3D printers support the How can we adapt these methodologies to low-economy to for address regional local craftsmen? How can remote robotic fabrication andcontexts collaboration designers? Can we needs? develop free-hand digitally controlled tools for unskilled labour? etc through cases.
THESIS Q.01 Production assessment
FABRICATION
THESIS Q.03
Finding intelligence in physical and digital tooling - defining the roles of the man and the machine - interaction. Lastly, the thesis shall reiterate the question from the Contextual Theory module - can ‘intelligent’ mechanization of craft add social value to technology to develop comprehensive architectural design solutions? Especially in challenging socio-economic contexts, there is a need to strike a balance between low-tech resources, craft versus high-tech fabrication solutions, technology. How can the collaboration of data-driven design and automated fabrication be made cost-effective, accessible, and sustainable? “How can artificial intelligence help make robots cheaper without limiting their abilities, in a challenging context?”
Tectonic assessment
Social assessment
FINAL PROJECT + THESIS
06
BIBLIOGRAPHY Thesis - Final Major Project
[1] Meibodi. M, Odaglia. P, Dillenberger. B, “MIN-MAX: REUSABLE 3D PRINTED FORMWORK FOR THIN-SHELL CONCRETE STRUCTURES”, http://papers.cumincad. org/data/works/att/caadria2021_250.pdf, n.d. [2] Meibodi. M, Odaglia. P, Dillenberger. B, “MIN-MAX: REUSABLE 3D PRINTED FORMWORK FOR THIN-SHELL CONCRETE STRUCTURES”, http://papers.cumincad. org/data/works/att/caadria2021_250.pdf, n.d. [3] Hua, H, and T Jia. “Wire cut of double-sided minimal surfaces” https://doi. org/10.1007/s00371-019-01629-2.
[7] “DigitalFUTURES: Architecture and Automation” | Mario Carpo. https://www. youtube.com/watch?v=7RfMuqa-BKk&list=PLtuu5idZ57EVFNxonqdYdttbPmAkDNA tI&index=4. [8] “DigitalFUTURES: Architecture and Automation” | Gilles Retsin. https://www. youtube.com/watch?v=7RfMuqa-BKk&list=PLtuu5idZ57EVFNxonqdYdttbPmAkDNA tI&index=4.
[4] Kalo. A, Tracy. K, Mark. T. “Robotic Sand Carving” http://papers.cumincad.org/ data/works/att/caadria2020_375.pdf, n.d.
[9] Sheil, Bob, Mette Ramsgaard Thomsen, Martin Tamke, and Sean Hanna, eds. Design Transactions: Rethinking Information Modelling for a New Material Age. London: UCL Press, 2020.
[5] Hua, H, and T Jia. “Wire cut of double-sided minimal surfaces” https://doi. org/10.1007/s00371-019-01629-2.
[10] Kalo. A, Tracy. K, Mark. T. “Robotic Sand Carving” http://papers.cumincad.org/ data/works/att/caadria2020_375.pdf, n.d.
[6] “DigitalFUTURES: Architecture and Automation” | Mario Carpo. https://www. youtube.com/watch?v=7RfMuqa-BKk&list=PLtuu5idZ57EVFNxonqdYdttbPmAkDNA tI&index=4.
[11] Yang, Xuyou, Paul Loh, and David Leggett. “Robotic Variable Fabric Formwork.” Journal of Computational Design and Engineering 6, no. 3 (July 1, 2019): 404–13. https://doi.org/10.1016/j.jcde.2018.10.001.
01
PROJECT GOAL
What is it? What will you produce for the FmP?
informed ‘ceramic’ tectonics
01
Agile ceramic manufacture of complex geometries (thin shell variable minimal surfaces) using digitally informed robotic wirecutting and sculpting.
02
How can efficient digital fabrication platforms aid in ceramic agility and performance to ensure sustainable material lifecycle patterns?
wire-cutting + sculpting
PHYSICAL TOOL Optimised 2-3 end effectors.
DIGITAL TOOL Workflow plugin for different toolpaths
TAXONOMY OF MODULES
02
METHODOLOGY
How will you achieve this?
To develop complex modules of minimal surfaces using its asymptotic curves as toolpaths via a digital interface setup for robotic sculpting/wirecutting fabrication of clay.
material Test this quick production tool (wirecutter and other basic sculpting end-effectors) with a catalogue of materials
geometry How can the taxonomy of minimal surface define a high volume-mass customised production approach?
tool Developing efficient robotic end effectors and digital interface for toolpaths for a catalogue of geometries
process
How can we adapt these methodologies to low-economy contexts to address regional needs? Finding intelligence in physical and digital tooling - defining the roles of the man and the machine - interaction.
thesis
geometry
tool
03
RESEARCH QUESTION
What the FmP is trying to find out?
why?
how?
this is what the world needs!
DFM invests in ‘digital making’
UN17 Sustainable Goal - Tackle ‘Global Material Footprint’ - Ensure Sustainable Consumption & Production Patterns
Importance of R&D in ‘High-tech manufacturing’ - Fuel economic recovery and foster innovation in the production chain.
what?
who? Low-tech economies
Automation & Intelligence
‘High-volume mass customised production’ - address technological constriants for the manufacturers and the designers.
‘rich in local resources - material and labour’ - bridge the gap between craft and technology to address emergency issues.
Agile ceramic manufacture of complex geometries (thin shell variable minimal surfaces) using digitally informed robotic wirecutting and sculpting.
PROJECT: ‘intelligent fabrication systems’ - hybrid ceramic manufacturing systems simplified through robotic tooling and digital data.
THESIS:
To develop a digital-physical workflow - robotic manipulation (wire cutting/sculpting) of clay to produce variable thin-shell minimal surface geometries.
‘computational design to constructional integration’ - discretising and rationalising ceramic geometries from global form.
production variability- optimising toolpath for detailed variable discrete geometries with production time in mind
To evaluate non-object oriented values from digital fabrication workflows tectonic, production and social assessment of the project.
How can the collaboration of data-driven design and automated fabrication be made cost-effective and accessible?
‘efficient end-effector’ - the geometry in leather hard state is wirecut based on its stereotomic position to avoid distortion.
04
FINDINGS - notional reflections The range of answers that you expect to see
parameters & evaluation criteria
thin shell structures with varying thickness + surface finishes 01
DIGITAL TOOL: Rationalise the geometry to simplify construction.
02
PHYSICAL TOOL: Efficient fabrication for complex geometries.
03
PRODUCTION OUTPUT: Ceramic/biomaterial components
1. Developing complex geometries (toolpath). 2. Precision of interfaces (robotic end effector). 3. Fabrication Time (against CNC) 4. Surface detailing texture (compared to 3DP) 5. Quality of surface (end tooling)
product ‘Material Efficiency’ - Potential for high-volume production
‘Cost efficiency and Accessibility’ - Low economic context
‘Mass Customisation’ - Design and detail flexibility
‘Sustainable Value’ - Site needs and reflections
‘Digital Tool’ - Efficient user-friendly toolpath workflow
‘Physical Tool’- Simple, adaptable robotic end-effector tooling
T
computation
T
fabrication
6. Stock + Workhold (Robotic behaviour) 7. Cost factor 8. Large volume production 9. Waste generation and consumption. 10. Reusability of the negatives.
04
RESEARCH DESCRIPTION Final Thesis Report
06
AUTOMAINTELLIGENCE TION, AI, AND ARCHITEAND CTURE ARCHITECTURE AUTOMATION, ARTIFICIAL The major project seeks to develop variable shell geometries through hybrid manufacturing workflows and circular design principles. Multipurpose, adaptable, and reconfigurable tools like parametric design and robotic fabrication are major driving forces. However, the key assessment relies on the “high volume-mass customised” production approach which is in-turn dependent on the material behaviour and the architectural geometry. The thesis shall test the efficiency of the data-driven design and its impact on the customisable automated tool and vice-versa. For the physical tool, how does it change its stereotypical image of performing repetitive and precise actions to flexible, versatile, and informed interventions? Similarly, the data analytic aspect of the digital tool for performative applications seeks stronger validation. In parallel, the project seeks to optimise the technical processes of clay 3D printing, fabric formwork and wire cutting. Thus, the thesis shall intend to question the potential of an integrated manufacturing platform, given the hybrid techniques explored.
07
01 Production assessment
02
Do we still need ‘Mass Production’, Mario Carpo
The Economics of ‘Digital Making’, Mario Carpo
Tectonic assessment
Beyond the technical assessment that focuses on the tectonics of the tools and processes, with in-depth focus on robotics, the thesis seeks a value assessment of these realms of ‘digital making’ to aid the stakeholders of the AEC industry. To provide social, economic, and performative value by contextualising these applications in developing economies that are rich in handmade craft, local material, and cheap labour availability, like India, the thesis shall next, need to question and reflect on the feasibility of these physical and digital tools, through pragmatic interrogations at every step. Through the process, the aim is to question and adapt the methodologies in accordance with the context it addresses. For example, how to standardise the use of the robot or develop novel DIY high-end tools in the manufacturing process - at the factory and at the site, alongside digital and analogue craftsmen in low-tech economies? Can DIY-make clay 3D printers support the local craftsmen? How can remote robotic fabrication and collaboration for designers? Can we develop free-hand digitally controlled tools for unskilled labour? etc through cases.
The use of intelligence to balance automation versus labour availability in the AEC industry, Gilles Retsin
08
03 Social assessment
Lastly, the thesis shall reiterate the question from the Contextual Theory module - can ‘intelligent’ mechanization of craft add social value to technology to develop comprehensive architectural design solutions? Especially in challenging socio-economic contexts, there is a need to strike a balance between low-tech resources, craft versus high-tech fabrication solutions, technology. How can the collaboration of data-driven design and automated fabrication be made cost-effective, accessible, and sustainable? “How can artificial intelligence help make robots cheaper without limiting their abilities, in a challenging context?”
09 The human and the Machine
10 Multi-fabrication platform
process
05
RESEARCH PROJECT PLAN Roadmap - Journey to final submission
june
AUTOMATION, AI, AND ARCHITECTURE
end of term exhibition
The major project seeks to develop variable shell geometries through hybrid manufacturing workflows and circular design principles. Multipurpose, adaptable, and reconfigurable tools like parametric design and robotic fabrication are major driving forces. However, the key How can this novel fabrication system adapt to new materials withapproach circularwhich design principles? assessment relies on the “high volume-mass customised” production is in-turn dependent on the material behaviour and the architectural geometry.
Test this quick production tool (wirecutter and other basic sculpting end-effectors) with a catalogue of materials
july thesis outline draft thesis
august prototype review final thesis
september
The thesis shall test the efficiency of the data-driven design and its impact on the customisable automated tool and vice-versa. For the physical tool, how does it change its stereotypical image of performing repetitive and precise actions to flexible, versatile, and informed interventions? Similarly, the data analytic aspect of the digital tool for performative applications seeks stronger validation. In parallel, the project seeks to optimise the technical processes of clay 3D printing, fabric formwork and wire cutting. Thus, the thesis shall intend to question the potential of an integrated manufacturing platform, given the hybrid techniques explored. Beyond the technical assessment that focuses on the tectonics of the tools and processes, with 12 in-depth focus on robotics, the thesis 11 seeks a value assessment of these realms of ‘digital How can the taxonomy surfaceofdefine high volume-mass customised approach? making’ to of aidminimal the stakeholders the AECa industry. To provide social, economic, production and performative value by contextualising these applications in developing economies that are rich Developing efficient roboticcraft, endlocal effectors and interface for toolpaths catalogue of geometries in handmade material, anddigital cheap labour availability, like India,for the a thesis shall next, need to question and reflect on the feasibility of these physical and digital tools, through pragmatic interrogations at every step. Through the process, the aim is to question and adapt the methodologies in accordance with the context it addresses. For example, how to standardise the use of the robot or develop novel DIY high-end tools in the manufacturing process - at the-factory and at the site, alongside digital novel subtractive technique - quick production complex bio-integrated forms and analogue craftsmen in low-tech economies? Can DIY-make clay 3D printers support the How can we adapt these methodologies to low-economy to for address regional local craftsmen? How can remote robotic fabrication andcontexts collaboration designers? Can we needs? develop free-hand digitally controlled tools for unskilled labour? etc through cases.
Finding intelligence in physical and digital tooling - defining the roles of the man and the machine - interaction. Lastly, the thesis shall reiterate the question from the Contextual Theory module - can ‘intelligent’ mechanization of craft add social value to technology to develop comprehensive architectural design solutions? Especially in challenging socio-economic contexts, there is a need to strike a balance between low-tech resources, craft versus high-tech fabrication solutions, technology. How can the collaboration of data-driven design and automated fabrication be made cost-effective, accessible, and sustainable? “How can artificial intelligence help make robots cheaper without limiting their abilities, in a challenging context?”
MATERIAL Tectonic assessment
COMPUTATION Production assessment
FABRICATION Social assessment
PRODUCTION