Sanjana Nagaraj | Master of Science in Sustainable Design | Carnegie Mellon University

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Carnegie Mellon University | MS in Sustainable design

Sanjana Nagaraj

Graduation May, 2023

Environmental Performance Simulation

Building Performance

Modeling

Energy + Environmental Analysis Synergy: Reviving the lost glory of Bengaluru’s waterways

Ferry Terminal

Circle of Nations: Cultural and community centre

ReBrick Lay: A Grasshopper

Plug-in

Art and Design

Incubation centre

Architectural Internship Works

STORIES 02 01 03
06 07 08 09
04 05

Environmental Performance Simulation

Carnegie Mellon University, Fall2021

“Design of a boat is optimized for sail-driven locomotion. Buildings should be able to sail using free energy of wind, air, sun and internal heat sources to temper the indoor environment”, Brendon Lewitt. Based on this viewpoint, EPS course outlines the fundamental knowledge in building physics in relation to a range of environmentally responsive building design principles and computational approaches for increased resiliency for human habitability with minimal reliance on mechanical systems.

Instructor: Prof. Ömer T. Karagüzel

Softwares used: Rhinocerous, Grasshopper, Climate Studio, Lady Bug, Energy Plus

A. Climate Analysis

A.

A. 02. Solar Photovoltaic DesignA. 03. Wind Rose and Wind speed analysis

The Þgure shows the total radiation for the sky dome. The surface PV design should be normal to the maximum solar radiation point.From the calculation of components, the angle between the pv panel and y-axis is 41 degrees and between x-axis is 295 degrees.

B. Solar Radiation Studies

B. 01. Shadow analysis through all seasons:

The butterßy shadow diagrams for spring and fall equinoxes are almost identical. This highlights the criticality of these two dates and how they clearly mark the change in seasons from winter to summer and vice versa.

Wind prevails almost throughout the year in Pittsburgh.Although the winds coming from the West and South-West have greater velocity, upto 5.37 m/s, “calm winds” are experienced throughout the year from all the directions.South-West is the predominant wind direction observed annually.

The highest and lowest sun angles are observed around noon in the summer, and the early mornings and late evenings in the winters.

Site
OfÞce space Conference space
01. 2D + 3D
Visualization - Climatic data
Fall equinox Summer solistice Winter solisticeSpring equinox
Site Site
Total
radiation Sky Dome Wind rose diagram
Outcome

B. 02. Solar energy density - Effect of building orientation :

From the above results, it is evident that the building receives

greater solar radiation when orientated in the direction of East-West axis. The total solar radiation `received in the winter is much more than the radiation received in the summer.

C. Visible Radiation Studies

C. 01. Visual Acuity Evaluation (Baseline model):

C. 02. Visual Comfort Evaluation - Annual Glare:

The daylight received through the northern glazing system

is a positive strategy to increase the daylight autonomy in space without increasing the glare. Thus the strategy which had to be adopted to reduce the ASE value from 98% to the LEED v4.1 acceptable limit, we had to tackle the glare from the southern glazing.

D. Thermal Radiation Studies

D. 01. Spatial Thermal Comfort Analysis:

D. 02. High Performance Building materials

The result demonstrates reduction in the highest energy consumption from 10000 kWh to 3300 kWh. This implies that the improvement in the building envelope by choosing high performance building materials certainly helps in reducing energy consumption.

OfÞce space Conference space
Base case:Iteration 01:Iteration 02:
: Outcome : Outcome : Annual solar energy density 01Annual solar energy density 02Annual solar energy density 03
Outcome
sDA - 99.9% Daylight factor Mean Radiant Temperature in the OfÞce space during Coldest month a) HVAC system Off, b) HVAC system On, and Hottest month c) HVAC system off and, d) HVAC system off Illuminance ASE - 98% Baseline model: Model with shading devices and Þns: sDG - 17.76% Perceptible glare (0.35 < DGP < 0.38) Perceptible glare (0.35 < DGP < 0.38) Disturbing glare (0.38 < DGP < 0.45) Disturbing glare (0.38 < DGP < 0.45) Intolerable glare (DGP < 0.45) Intolerable glare (DGP < 0.45) sDG - 3.52% a. a. c. b. b. d. Monthly heating and cooling energy consumption a) in Baseline model, b) after the implementation of high performance building materials

Building Performance Modeling

Carnegie Mellon University, Spring 2022

BPM Course introduced fundamentals and computational methods in building performance modeling. Topics included:

• Modeling and design principles for environmentally responsive buildings

• Integration of performance simulation in CAD.

• Introduction to the Building Information Model (BIM)

Team: Samantha Su | Sanjana Nagaraj | Xin Zhou | Zehan Zhang

My role: Developing scripts and models, analyzing results and designing for optimization.

Instructor: Wei Liang

Softwares used: Climate Consultant, eQuest, IESVE, Design Builder, EnergyPlus

A. Climate AnalysisB. Energy Simulation

Daily Dry-bulb Temperature in Pittsburgh 1.
Energy consumption, cost and carbon emissions
baseline model Energy consumption, cost
carbon
Detailed information of the Optimized model
Baseline
for
and
emissions for WWR (Iteration 01)
Daily relative humidity in Pittsburgh Wind direction from a. June to August and b. October to April Insolation in Pittsburgh from South Daily Cloud Cover in Pittsburgh a.b.
2. Rectangle3. Trapezoid4. U-shape5. L-shape

C. Energy Modeling with IESVE

The Center for Sustainable Landscapes (CSL) is a 24,350 square foot education, research and administration facility located in One Schenley Park Drive, Pittsburgh, PA. This sustainable building consists of 3 stories & green roof that is nested into the hillside on a 2.9-acre remediated brownÞeld. Built to achieve net-zero energy consumption, the facility generates all of its own renewable energy and treats all stormwater and blackwater captured on site. The climate data used is extracted from the TMY3 format from the EnergyPlus website and applied into IES-VE. In addition, the year-round sun angle calculation and sun shading analysis is conducted through IES-VE SunCast internal software.

Modulating value for occupancy Modulating value for lighting Modulating value for equipment Thermal zoning plan for second ßoorThermal zoning plan for third ßoor Thermal zoning plan for Þrst ßoor Monthly EUI, energy use, CO2 emission - Baseline model Comparitive analysis between Baseline and Final proposed model Slab DetailGlazing Detail Roof Detail
02: Envelope Geometric PropertiesComparative Analysis of Annual Cumulative Energy Use
Fuel Source
3D Model of CSL building in IES-VE
Iteration
by
External Wall Detail
Iteration 01: WWR Change

WALL ASSEMBLY

Energy + Environmental Analysis

Carnegie Mellon University,Fall 2021

Instructor: Prof. Vivian Loftness

Softwares used: Climate Consultant, remRate

SLAB ASSEMBLY FOOTING ASSEMBLY

DOOR COMPONENT

B. PEAK AND ANNUAL LOAD CALCULATION

C. HEAT LOSS SOURCES - COMPARISOND. REM/rate MODEL AND SUMMARY SUBMISSION

According to the energy efÞciency requirements, the house does not qualify to be designated as an EPA ENERGY STAR Version 3.1 CertiÞed Home.

According to the International Energy Conservation Code, 2015 for climate zone of 5A, this house does not meet the annual energy cost requirements of Section 405 of 2015 IECC.

According to the HERS PERFORMANCE Energy rating certiÞcate, this house is 6% more efÞcient than a standard new home.

E. ENERGY PERFORMANCE MODEL - RETROFIT RECOMMENDATIONS

TIME 01. SHOWER HEAD UPGRADE 2.5 gpm Shower heads to 1.5 gpm Shower heads (Sustainable shower heads) Units: 2 Cost/Unit : $ 75 Labor cost : $ 0 Total cost : $ 150 Benefits : Energy savings New annual energy cost : $ 2145 (Baseline: $ 2544/yr) $ saved : $ 399 Payback : 3.8 months 02. LIGHTING UPGRADE Replace traditional light bulbs with LED bulbs | 9.0W LEDs Units: 4 Cost/Unit : $ 7.99 Labor cost : $ 0 Total cost : $ 32 Benefits : Energy savings New annual energy cost : $ 2491 $ saved : $ 53 Payback : 6 03. CAULKING DAP 00816 side Exterior crystal clear, 10.1 OZ Units: 4 Cost/Unit : $ 7.99 Labor cost : $ 0 Total cost : $ 32 Benefits : Energy savings New annual energy cost : $ 2491 $ saved : $ 53 Payback : 6 months 04. SETBACK THERMOSTAT Honeywell Home Thermostat Units: 1 Cost/Unit : $ 100 Labor cost : $ 100 Total cost : $ 200 Benefits : Energy savings New annual energy cost : $ 2431 $ saved : $ 113 Payback : 1.8 years 05. ACTIVE SOLAR PHOTOVOLTAIC PANELS Units: 220 sqft Cost/Unit : $ 10 Labor cost : $ 200 Total cost : $ 2400 Benefits : Energy savings New annual energy cost : $ 1346 $ saved : $ 1198 Payback : 2 years 06. UPGRADE CLOTHES DRYER Whirlpool - 4.79 kWh/ use Units: 1 Cost/Unit : $ 900 Labor cost : $ 100 Total cost : $ 1000 Benefits : Energy savings New annual energy cost : $ 2093 $ saved : $ 451 Payback : 2.2 years 07. WINDOW UPGRADE Replace Single glazed windows with Triple glazed windows Units: 4 south facing windows Cost/Unit : $ 500 Labor cost : $ 200 Total cost : $ 2200 Benefits : Energy savings New annual energy cost : $ 2073 $ saved : $ 471 Payback : 4.67 year 08. ACTIVE SOLAR WATER HEATERS Units: 2 Cost/Unit : $ 800 Labor cost : $ 200 Total cost : $ 1800 Benefits : Energy savings New annual energy cost : $ 2162 $ saved : $ 382 Payback : 4.7 years 09. WALL INSULATION Replace R-9 Wall Component with R-15 Wall Component Units: 1200 sqft of insulation Cost/Unit : $ 1 Labor cost : $ 200 Total cost : $ 1400 Benefits : Energy savings New annual energy cost : $ 2262 $ saved : $ 282 Payback : 4.96 years 10. SUN TEMPERING Benefits : Energy savings Annual energy cost : $ 474 $ saved : $ 2070 Payback : 4.83 years REM/rate values before retroÞt : REM/rate values after retroÞt :
SL.NORETROFITCOSTPAYBACK

SYNERGY

Reviving the lost glory of Bengaluru’s waterways`

Spring, 2020

Mentor - Prof. Ar.

Softwares used: AutoCad, Revit, Photoshop

Water, the “elixir of life”, is fundamental for human sustenance. It has multifunctional roles: Aesthetical quality, functional aspects and ecological beneÞts of water.

Water bodies have been a catalyst to the growth and development of urban environment. Bengaluru was once celebrated as “The city of 1000 lakes”. The Vrishabhavati river, system of tanks and rajakaluves were the inland water resources of Bengaluru. Over the past decade, rapid urbanization, unplanned growth, intensive use of water resources and increased industrialization, in Bengaluru, have led to the deterioration of these water bodies. The tanks have narrowed down to 34 in number, most of the canals have been built upon, covered or clogged and the Vrishabhavati river have become a gloriÞed sewer drain.

The proposed project is a mixed use development along the Vrishabhavati river that serves as an architectural prototype to address the problems of encroachment of the catchment area and the waterbodies themselves. It also aims to educate the public about the importance of Urban Waters and their conservation through a series of demonstration units.

The scope of the project is developing an environmental waterfront which consists of edge treatment and stabilisation, promenades and public spaces with an urban inÞll - “Mixed use development” along the Vrishabhavati river, where all groups of people can create a continuous hub of activities. The architectural development includes a mix of research , retail, housing, restaurants, auditorium and spaces that contain dynamic activities. It also includes a series of demonstational spaces that attempt to educate the public about the various water managemnet systems.

FERRY TERMINAL

Montreal, Canada

Spring 2019

Mentor - Prof. Ar. Ravindra Avinash K

Softwares used: AutoCad, Revit, Photoshop

CIRCLE OF NATIONS

Cultural and Community Centre

Ottawa, Canada

Fall 2018

Mentor - Prof. Ar. Praveen Dongare

Softwares used: AutoCad, Revit, Photoshop

REBRICK LAY

Carnegie Mellon University, Fall 2022

Instructor: Jinmo Rhee

Softwares used: Rhinocerous, Grasshopper, Python

Team : Sayali Lamne and Sanjana Nagaraj

The project aims to create a Grasshopper Plugin, a tool that can simplify redundant and complex workßows intending to resolve the issues of varied parameters of reclaimed brick and bridging the lack of visualization tools for 3D modeling of structures that use reclaimed materials (exclusively Brick). The outcome is a grasshopper plugin- ‘Rebrick Lay’ a tool that can help a wide range of stekholders, from manufacturers to industry professionals, to visualize walls built out of reclaimed bricks. The tool considers the varied parameters of the bricks such as their dimensions, compressive strength and provide ‘n’ number of iterations. This tool can not only reduce waste but also help leverage the circular economy and encourage deconstruction instead of demolition and consideration of disassembly at the start of the project.

Parameters of each batch

Each batch can be identiÞed by 4 parameters compressive strength (cp), length (l), width (w), height (h), and the number of bricks present in them (n).

Since these are reclaimed bricks engineers or contractors will prioritize bricks with higher compressive strengths. Thus, to segregate them the ‘sort’ component will sort these batches in ascending order of their compressive strength.these batches strength.

The u-v dimensions will be derived based on the maximum length and width as the maximum width of the bricks among all the selected batches.

Rebrick Lay(Grasshopper plugin tool) Algorithm

To construct a strong wall users might prioritize bricks with higher compressive strength. Primary distribution refers to the Þrst distribution of bricks with higher cp. This component will take input from ‘sortedBatches’, centroids of each bricks panels, and attractor point, which will select a random number of starting points based on the user’s preference given through attractorPt. This attractor point can be selected in two ways- using a number slider or evaluate curve option. From the list of generated list of points, 50% (t) of the initial points will be selected. It will further check the available number of bricks in the batch.

Primary Distribution

This tool can be extremely useful for architects, designers, engineers, contractors, and masonry workers to estimate the required quantity of the material, visualize Þnal results in a space without redoing efforts, reduce waste and give cost savings. This tool will help in overcoming all the limitations and challenges associated with the use of reclaimed bricks and support a circular economy. As mentioned before it encourages deconstruction instead of demolition and consideration of disassembly at the start of the project.

Secondary Distribution

ART AND DESIGN INCUBATION CENTRE

Bengaluru, India

Spring 2018

Mentor - Prof. Ar. Gautham

Softwares used: AutoCAD, Revit, Sketchup, Photoshop

This project aims to create interactive and social spaces within the dense urban jungle. Bengaluru has been celebrated as the “Silicon Valley of India” and the “IT Hub” of the country. To encourage economic growth, the government created a favourable environment for the setup of many MNCs and Þrms leading to large scale urban migration of a young working class to the city.

Bengaluru is now home to 1000s of startup companies. This technology development within the city increased the demand for co-working spaces. As an attempt to create a social-common environment for academic and working professionals, the proposed project is an art and design incubation centre. It houses multi-purpose spaces such as auditorium, open air theatres, public park, workshop spaces. It also includes accomodation facilities for both international students and faculty. Multiple spaces such as cafes, pavilion, public park and the waterfront attract the general public.

The existing lake has a poor health and is deteriorating because of the dense development around it. This project remains highly sensitive to this ecology and maintains a the required buffer from the waterbody. It has also included other Low-Impact Development strategies to help rejuvenate the waterbody.

INTERNSHIP WORKS

Design Studio Architects, Bengaluru, India

Softwares used: AutoCAD, Revit, Sketchup, Photoshop, Lumion, Twinmotion

- Mario Pie
Sanjana Nagaraj sanjananagaraj97@gmail.com

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