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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
Preface The swarm intelligence is one of the fastest growing technologies used across various commercial and noncommercial sectors. It offers highly efficient solutions at low cost across all its application areas. Swarm intelligence allows the group of robots, drones, or humans to work collectively to get a common outcome. The swarm intelligence is applied with the help of different algorithms through which the agents are able to perform a similar task with the help of communication amongst each other. The global swarm intelligence market is expected to witness a substantial growth over the forecast period 2018-2028 due to the growing demand of drones and robots all over the globe. The research is based on extensive primary interviews (in-house experts, industry leaders, and market players), and secondary research (a host of paid, and unpaid databases), along with the analytical tools, that have been used to build the forecast, and the predictive models. This work was designed to answer some of the most crucial questions of the global swarm intelligence market:
What are the trends in the global swarm intelligence market across different regions?
What are the major driving forces that tend to increase the demand for swarm intelligence during the forecast period 2018-2028?
What are the major challenges inhibiting the growth of the global swarm intelligence market?
What is the revenue generated by the global swarm intelligence market by platform in 2017, and what will be the estimates by 2028?
Which platform (robot swarms, drone swarms, and human swarms) of the global swarm intelligence market will dominate in the coming years?
What is the revenue generated by the global swarm intelligence market by algorithm model?
Which algorithm model (Ant Colony Optimization, Particle Swarm Optimization, and Others) of the global swarm intelligence market will dominate in the coming years?
Who are the key players in the global swarm intelligence market?
What are the new strategies adopted by the existing market players to make a mark in the industry?
What major opportunities do the swarm intelligence companies foresee?
What is the competitive strength of the key leading players in the global swarm intelligence market?
The report is a compilation of various segmentations including market breakdown by platform, algorithm model, and region. The report highlights the key driving and restraining forces for this market. It is based on discussions
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
and interviews with the top management of several leading swarm intelligence developers and end-users. The global swarm intelligence market is not expected to play out the same way for every region, so this report segments the market accordingly and breaks down the industry geographically as follows: North America (the U.S, Canada, and the Rest-of-North-America), Europe (Germany, France, the U.K. and the Rest-of-Europe), Asia-Pacific (China, Japan, Australia, and the Rest-of-APAC), Latin America, and Middle East & Africa. Each geographical region analysis represents the individual push and pull forces in addition to the key players from that particular region.
BIS Aerospace & Defense October 2018
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
Table of Contents Executive Summary ................................................................................. 15 1
Market Dynamics ................................................................................ 22 1.1
1.2
1.3
2
2.2
4
1.1.1
Growing Popularity of Swarm Intelligence in Defense ........................................................................ 24
1.1.2
Swarm Intelligence Optimizes Operational Efficiency ..................................................................... 25
1.1.3
UAV Swarms for Entertainment.................................... 25
Market Challenges .................................................................... 26 1.2.1
Technical Challenges and High Initial Investment ....... 26
1.2.2
Vulnerability to the Cyber Attacks ................................ 27
Market Opportunities ................................................................ 28 1.3.1
Rise in Demand of Swarm Intelligence for Autonomous Vehicle .................................................... 28
1.3.2
Swarm Intelligence for Parcel Delivery Through Drones ......................................................................... 29
Competitive Insights .......................................................................... 30 2.1
3
Market Drivers .......................................................................... 24
Overview: Key Strategies and Developments ........................... 30 2.1.1
Partnerships, Agreements, and Contracts .................... 32
2.1.2
Product Launches......................................................... 33
2.1.3
Other Developments .................................................... 34
Competitive Benchmarking Map ............................................... 37
Industry Analysis ............................................................................... 39 3.1
Overview .................................................................................. 39
3.2
Major Companies and Product Overview .................................. 40
3.3
Industry Attractiveness: Porter’s Five Forces Analysis ............. 41
3.4
Value Chain Analysis ................................................................ 50
Global Swarm Intelligence Market, 2017-2028 ................................... 52 5
Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
5
6
4.1
Assumptions and Limitations .................................................... 52
4.2
Market Overview ...................................................................... 53
Global Swarm Intelligence Market, 2017-2028 (by Platform) ............ 54 5.1
Market Overview ...................................................................... 54
5.2
Robot Swarms .......................................................................... 56
5.3
Drone Swarms .......................................................................... 58
5.4
Human Swarms ........................................................................ 59
Global Swarm Intelligence Market, 2017-2028 (by Algorithm Model) ................................................................................................ 61
7
6.1
Market Overview ...................................................................... 62
6.2
Ant Colony Optimization (ACO) ................................................ 65
6.3
Particle Swarm Optimization (PSO) .......................................... 67
6.4
Others (Artificial Fish Swarm Algorithm and Bee based Algorithms) .............................................................................. 68
Global Swarm Intelligence Market, 2017-2028 (by Region) ............... 69 7.1
Market Overview ...................................................................... 70
7.2
North America .......................................................................... 73 7.2.1
7.3
7.2.1.1
The U.S. ................................................................. 74
7.2.1.2
Canada .................................................................. 76
Europe ...................................................................................... 77 7.3.1
7.4
Swarm Intelligence Market in North America (by Country)....................................................................... 74
Swarm Intelligence Market in Europe (by Country) ..... 78
7.3.1.1
Germany ................................................................ 78
7.3.1.2
France.................................................................... 79
7.3.1.3
The U.K .................................................................. 80
Asia-Pacific ............................................................................... 82 7.4.1
Asia-Pacific Swarm Intelligence Market by Country ..... 83
7.4.1.1
China ..................................................................... 83
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
7.5 8
7.4.1.2
Japan ..................................................................... 84
7.4.1.3
Australia ................................................................. 85
Rest-of-the-World .................................................................... 86
Company Profile ................................................................................. 87 8.1
Overview .................................................................................. 87
8.2
ConvergentAI ........................................................................... 88
8.3
8.4
8.5
8.6
8.7
8.2.1
Company Overview ...................................................... 88
8.2.2
Product & Services ....................................................... 88
8.2.3
SWOT Analysis ............................................................. 89
DoBots ...................................................................................... 90 8.3.1
Company Overview ...................................................... 90
8.3.2
Product & Services ....................................................... 90
8.3.3
SWOT Analysis ............................................................. 91
Enswarm Ltd ............................................................................ 92 8.4.1
Company Overview ...................................................... 92
8.4.2
Products & Services ..................................................... 92
8.4.3
SWOT Analysis ............................................................. 94
GreyOrange Pte Ltd. ................................................................. 95 8.5.1
Company Overview ...................................................... 95
8.5.2
Products & Services ..................................................... 95
8.5.3
SWOT Analysis ............................................................. 96
Hydromea SA ............................................................................ 97 8.6.1
Company Overview ...................................................... 97
8.6.2
Product & Services ....................................................... 97
8.6.3
SWOT Analysis ............................................................. 98
Lockheed Martin Corporation .................................................... 99 8.7.1
Company Overview ...................................................... 99
8.7.2
Products & Services ................................................... 100
8.7.3
Financials ................................................................... 101
8.7.3.1
Overall Financials ...................................................101 7
Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
8.7.3.2 8.7.4 8.8
SWOT Analysis ........................................................... 104
Northrop Grumman ................................................................ 105 8.8.1
Company Overview .................................................... 105
8.8.2
Product & Services ..................................................... 106
8.8.3
Overall Financials ....................................................... 107
8.8.3.1 8.8.4 8.9
8.10
Financial Summary .................................................102
Financial Summary .................................................108
SWOT Analysis ........................................................... 109
Power-Blox AG ....................................................................... 110 8.9.1
Company Overview .................................................... 110
8.9.2
Products & Services ................................................... 110
8.9.3
SWOT Analysis ........................................................... 111
Raytheon Company ................................................................. 112 8.10.1 Company Overview .................................................... 112 8.10.2 Product & Services ..................................................... 113 8.10.3 Overall Financials ....................................................... 114 8.10.3.1 Financial Summary .................................................115 8.10.4 SWOT Analysis ........................................................... 116
8.11
Sentien Robotics, LLC ............................................................. 117 8.11.1 Company Overview .................................................... 117 8.11.2 Products & Services ................................................... 118 8.11.3 SWOT Analysis ........................................................... 119
8.12
Swarm Technology, LLC .......................................................... 120 8.12.1 Company Overview .................................................... 120 8.12.2 Products & Services ................................................... 120 8.12.3 SWOT Analysis ........................................................... 122
8.13
Unanimous AI, Inc. ................................................................. 123 8.13.1 Company Overview .................................................... 123 8.13.2 Products & Services ................................................... 123 8.13.3 SWOT Analysis ........................................................... 124
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
8.14
Valutico .................................................................................. 125 8.14.1 Company Overview .................................................... 125 8.14.2 Products & Services ................................................... 126 8.14.3 SWOT Analysis ........................................................... 127
8.15
Other Key Players ................................................................... 128 8.15.1 Apium Swarm Robotics .............................................. 128 Company Overview ................................................................. 128 8.15.2 Kim Technologies ....................................................... 129 Company Overview ................................................................. 129 8.15.3 Netbeez ...................................................................... 130 Company Overview ................................................................. 130 8.15.4 Nvidia ........................................................................ 131 Company Overview ................................................................. 131 8.15.5 SwarmFarm Robotics ................................................. 132 Company Overview ................................................................. 132
9
Scope & Research Methodology ........................................................ 133 9.1
Research Scope ...................................................................... 133
9.2
Global Swarm Intelligence Market Research Methodology ..... 134
10 Appendix .......................................................................................... 141 10.1
Related Reports ...................................................................... 141
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
List of Tables Table 2.1 Partnerships, Agreements, and Contracts, 2016-2018
32
Table 2.2 Product Launches, 2015-2018
33
Table 2.3 Other Developments, 2017-2018
34
Table 3.1 Major Companies and Product Overview
40
Table 3.2 Analyzing Threat from New Entrants in Global Swarm Intelligence Market
42
Table 3.3 Analyzing Threat from Substitute Products in Global Swarm Intelligence Market
44
Table 3.4 Analyzing Bargaining Power of Suppliers in Global Swarm Intelligence Market
45
Table 3.5 Analyzing Bargaining Power of Buyers in Global Swarm Intelligence Market
47
Table 3.6 Analyzing Intensity of Competitive Rivalry in Global Swarm Intelligence Market
48
Table 5.1 Global Swarm Intelligence Market Size, 2017-2028 (by Platform)
56
Table 6.1 Global Swarm Intelligence Market Size, 2017-2028 (by Algorithm Model)
64
Table 7.1 Geographical Distribution of Swarm Intelligence Market Size, 2017-2028 ($Million)
72
Table 8.1 ConvergentAI- Key Developments
89
Table 8.2 Hydromea SA- Key Developments
98
Table 8.3 Power-Blox- Key Developments
111
Table 8.4 Sentien Robotics, LLC- Key Developments
118
Table 8.5 Key Developments-Swarm Technology, LLC
121
Table 8.6 Key Developments- Unanimous AI, Inc.
124
List of Figures
Figure 1 Global Swarm Intelligence Market, 2017-2028
17
Figure 2 Global Swarm Intelligence Market by Platform, 2017-2028
18
Figure 3 Global Swarm Intelligence Market by Algorithm Model, 2017-2028 ($Million)
19
Figure 4 Global Swarm Intelligence Market by Region, 2017 ($Million)
20
Figure 1.1 Market Dynamics Snapshot
22
Figure 1.2 Impact Analysis on Market Drivers
23
Figure 1.3 Impact Analysis on Market Challenges
23
Figure 1.4 Comparison Between Swarm-Based UAVs and Traditional UAVs
24
Figure 2.1 Some of the Organic and Inorganic Growth Strategies Adopted by the Key Players
30
Figure 2.2 Percentage Share of Strategies Adopted by the Market Players, 2015-2018
31
Figure 2.3 Competitive Benchmarking for the Global Swarm Intelligence Market
37
Figure 3.1 Industry Insights
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
Figure 3.2 Porter’s Five Forces Analysis of Global Swarm Intelligence Industry
41
Figure 3.3 Threat from New Entrants
43
Figure 3.4 Threat from Substitute Products
45
Figure 3.5 Bargaining Power of Suppliers
46
Figure 3.6 Bargaining Power of Buyers
48
Figure 3.7 Intensity of Competitive Rivalry
49
Figure 3.8 Value Chain Analysis
50
Figure 4.1 Global Swarm Intelligence Market, 2017-2028
53
Figure 5.1 Classification of Global Swarm Intelligence Market (by Platform)
54
Figure 5.2 Global Swarm Intelligence market, 2017-2028 (by Platform)
55
Figure 5.3 Global Swarm Intelligence Market Size by Robot Swarm, 2017-2028
56
Figure 5.4 Global Swarm Intelligence Market Size by Drone Swarm, 2017-2028
58
Figure 5.5 Global Swarm Intelligence Market Size by Human Swarm, 2017-2028
59
Figure 6.1 Classification of Global Swarm Intelligence Market (by Algorithm Model)
62
Figure 6.2 Global Swarm Intelligence Market, 2017-2028 (by Algorithm Model)
63
Figure 6.3 Global Swarm Intelligence Market Size by Ant Colony Optimization (ACO), 2017-2028 65 Figure 6.4 Ant Colony Optimization (ACO) Solutions
66
Figure 6.5 Global Swarm Intelligence Market Size by PSO, 2017-2028
67
Figure 6.6 Global Swarm Intelligence Market Size by Other Algorithm Models, 2017-2028
68
Figure 7.1 Geographical Classification of Global Swarm Intelligence Market
70
Figure 7.2 Geographical Distribution of Swarm Intelligence Market, 2017-2028
71
Figure 7.3 North America Swarm Intelligence Market Size, 2017-2028
73
Figure 7.4 The U.S. Swarm Intelligence Market Size, 2017-2028
74
Figure 7.5 Canada Swarm Intelligence Market Size, 2017-2028
76
Figure 7.6 Europe Swarm Intelligence Market Size, 2017-2028
77
Figure 7.7 Germany Swarm Intelligence Market Size, 2017-2028
78
Figure 7.8 France Swarm Intelligence Market Size, 2017-2028
79
Figure 7.9 The U.K. Swarm Intelligence Market Size, 2017-2028
80
Figure 7.10 Asia-Pacific Swarm Intelligence Market Size, 2017-2028
82
Figure 7.11 China Swarm Intelligence Market Size, 2017-2028
83
Figure 7.12 Japan Swarm Intelligence Market Size, 2017-2028
84
Figure 7.13 Australia Swarm Intelligence Market Size, 2017-2028
85
Figure 7.14 Rest-of-the-World Swarm Intelligence Market Size, 2017-2028
86
Figure 8.1 Share of Key Companies
87
Figure 8.2 SWOT Analysis – ConvergentAI
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
Figure 8.3 SWOT Analysis – DoBots
91
Figure 8.4 Solutions Offered by Enswarm Ltd.
93
Figure 8.5 SWOT Analysis – Enswarm Ltd.
94
Figure 8.6 SWOT Analysis – GreyOrange Pte Ltd.
96
Figure 8.7 SWOT Analysis –Hydromea SA
98
Figure 8.8 Lockheed Martin Corporation – Overall Financials, 2015-2017
101
Figure 8.9 Lockheed Martin Corporation –Revenue by Business Segment, 2015-2017
101
Figure 8.10 Lockheed Martin Corporation –Revenue by Region, 2015-2017
102
Figure 8.11 SWOT Analysis – Lockheed Martin Corporation
104
Figure 8.12 Northrop Grumman– Overall Financials, 2015-2017
107
Figure 8.13 Northrop Grumman –Revenue by Business Segment, 2015-2017
107
Figure 8.14 Northrop Grumman –Revenue by Region, 2015-2017
108
Figure 8.15 SWOT Analysis – Northrop Grumman
109
Figure 8.16 SWOT Analysis – Power-Blox AG
111
Figure 8.17 Raytheon Company– Overall Financials, 2015-2017
114
Figure 8.18 Raytheon Company –Revenue by Business Segment, 2015-2017
114
Figure 8.19 Raytheon Company –Revenue by Region, 2015-2017
115
Figure 8.20 SWOT Analysis – Raytheon Company
116
Figure 8.21 SWOT Analysis – Sentien Robotics, LLC
119
Figure 8.22 SWOT Analysis – Swarm Technology, LLC
122
Figure 8.23 SWOT Analysis – Unanimous AI, Inc.
124
Figure 8.24 Features of Valutico’s Valuation Tool
126
Figure 8.25 Valutico - SWOT Analysis
127
Figure 9.1 Global Swarm Intelligence Market Scope
133
Figure 9.2 Research Methodology
134
Figure 9.3 Secondary Data Sources
135
Figure 9.4 Data Triangulation
137
Figure 9.5 Top Down and Bottom Up Approach
138
Figure 9.6 Global Swarm Intelligence Market Influencing Factors
139
Figure 9.7 Assumptions and Limitations
140
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
List of Acronyms
Abbreviations
Description
AI
Artificial Intelligence
ML
Machine Learning
ROS
Robot Operating System
AUV
Autonomous Underwater Vehicle
DARPA
Defense Advanced Research Projects Agency
OFFSET
OFFensive Swarm-Enabled Tactics
DoD
Department of Defense
MFC
Missiles and Fire Control
MST
Mission Systems and Training
IS&GS
Information Systems and Global Solutions
RMS
Rotary and Mission Systems
LCS
Littoral Combat Ship
AI3
Accelerated Improved Interceptor Initiative
ACES
Advanced Countermeasures Electronic System
NATO
North Atlantic Treaty Organization
UAS
Unmanned Aircraft System
NOAA
National Oceanographic and Atmospheric Administration
IIS
Intelligence, Information and Services
UN
United Nations
IFR
International Federation of Robotics
FAA
Federal Aviation Administration
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
Abbreviations
Description
NASA
National Aeronautics and Space Administration
R&D
Research and Development
ACO
Ant Colony Optimization
PSO
Particle Swarm Optimization
RoW
Rest-of-the-World
LOCUST
Low-Cost UAV Swarming Technology
ONR
Office of Naval Research
INP
Innovative Naval Prototype
mROBerTO
milli-ROBot TORonto
MARS
Mobile Agricultural Robot Swarms
CETC
China Electronics Technology Group Corporation
JAXA
Japan Aerospace Exploration Agency
CASA
Civil Aviation Safety Authority
UAE
United Arab Emirates
UAEU
United Arab Emirates University
ABC
Artificial Bee Colony
NIAC
NASA Innovative Advanced Concepts
USAF
U.S. Air Force
EPFL
Ecole Polytechnique Lausanne
OEMs
Original Equipment Manufacturers
ASP
Average Selling Price
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
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Global Swarm Intelligence Market - Analysis and Forecast 2018-2028
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