ROS-based Robot Market - GLOBAL

ROS-based Robot Market - GLOBAL

Global ROS-based Robot Market: Focus on ROS Application in Different Type of Robot (Service and Industrial) - Analysis and Forecast, 2019-2024

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Key Questions Answered in this Report:

• What was the total revenue and volume generated by the global robot operating system-based robot market in 2018 and how is it expected to grow during the forecast period from 2019 to 2024?
• What are the major driving forces, trends, challenges and growth opportunities that can tend to influence the global robot operating system-based robot market during the forecast period, 2019-2024?
• What are the key developments by the leading players in the global robot operating system-based robot market?
• How much revenue is expected to be generated by,
o Different applications of industrial robots, such as automotive, electronics, metal & machinery, rubber & plastic, pharmaceuticals & cosmetics, food & beverages, and others of ROS-bases robot market, during the forecast period, 2019-2024?
o Different applications of service robots, such as logistic & warehouse, defense & security, public relation, agriculture, healthcare, and others of the ROS-bases robot market, during the forecast period?
• What is the volume for different types of ROS-based industrial and service robots among different regions such as North America, Europe, Asia-Pacific, and Rest-of-the-World (RoW)?
• Which are the key companies operating in the ROS-based robot market?
ROS-Based Robot Market Forecast, 2019-2024
The ROS-Based Robot Industry Analysis by BIS Research projects the market to grow at a significant CAGR of 20.02% during the forecast period from 2019 to 2024. Asia-Pacific dominated the global ROS-based industrial robot market with a share of 74% in 2019. Europe, including the major countries, such as the U.K., Germany, France, Spain, and Italy, is the most prominent region for the ROS-based service robot market. In Europe, France acquired a major market share in 2019, due to the setup of new start-ups of service robot in the region.
The global ROS-based market has gained widespread importance in service and industrial robots due to the increasing demand for productivity and quality at workplace, increasing need for automation in various industries, growing need for robots in defense and security, and increasing concerns for labor safety and human error. Increase in research and development activities and growth opportunities across developing countries are likely to increase opportunities for the ROS-based robot market. However, complexity and lack of safety associated with ROS-based robots along with unmapped navigation environments are expected to hamper the overall growth of the ROS-based robot market.
Expert Quote on the Global ROS-Based Robot Market
“The proliferation in the adoption of open source operating system in industrial and service robot has resulted in the reduction of development cost and time for robotic applications as it enables the robotic application developers to reuse the programming code.”
Scope of the Market Intelligence on Global ROS-Based Robot Market
The ROS-based robot market research provides detailed market information for ROS-based robots and covers global robotic industry outlook, comparative analysis of ROS1.0 and ROS2.0, and futuristic outlook for ROS. The purpose of this market analysis is to examine the ROS-based robot market outlook in terms of factors driving the market, trends, technological developments, and funding scenario, among others.
The report further takes into consideration the market dynamics and the competitive landscape along with the detailed financial and product contribution of the key players operating in the market. The ROS-based robot market report is a compilation of different segments including market breakdown by industrial robots, service robots, and region.
Market Segmentation
The ROS-based robot market (on the basis of industrial robots application) is further segmented into automotive, electrical/electronics, metal and machinery, rubber and plastic, pharmaceutical and cosmetics, food and beverages, and others. The automotive segment dominated the global ROS-based robot market in 2018 and is anticipated to maintain its dominance throughout the forecast period (2019-2024).
The ROS-based robot market on the basis of service robot is segmented into professional and personal/domestic. The professional segment is further segmented into logistic and warehouse, defense and security, public relation, agriculture, healthcare, and others. The personal/domestic segment has been further segmented into household, and entertainment and leisure. ROS-enabled service robots dominated the global ROS-based robot market in 2018 and is anticipated to maintain its dominance throughout the forecast period.
The ROS-based market is segregated by region under four major regions, namely North America, Europe, APAC, and Rest-of-the-World. Data for each of these regions (by country) is provided.
Key Companies in the Global ROS-Based Robot Industry
The key market players in the global ROS-based robot market include ABB Ltd., Clearpath Robotics, Comau SpA, Denso Robotics, Inc., Fanuc Corporation, Husarion, Inc., iRobot Corporation, Kuka AG, Nachi Robotic Systems, Inc., Omron Adept Technologies, Rethink Robotics GmbH, Stanley Innovation, Inc., Staubli International AG, Yaskawa Motoman, and YRG, Inc.
Executive Summary
1 Market Dynamics
1.1 Overview
1.2 Market Drivers
1.2.1 Increasing Demand for Productivity and Quality at Workplace
1.2.2 Increasing Need for Automation in Various Industries
1.2.3 Growing Need for Robots in Defense and Security
1.2.4 Increasing Concerns for Labor Safety and Human Error
1.3 Market Challenges
1.3.1 Complexity and Lack of Safety with Robots Based on ROS
1.3.2 Unmapped Navigation Environments
1.4 Market Opportunities
1.4.1 Increase in Research and Development Activities
1.4.2 Growth Opportunities Across Developing Countries
1.5 Market Dynamics: Impact Analysis

2 Strategies Implemented and Developments Made by Key Robotic Players
2.1 Overview
2.1.1 Product Launches and Developments
2.1.2 Partnerships/Collaborations/Joint Ventures
2.1.3 Mergers and Acquisitions
3 Introduction to Robot Operating System
3.1 Global Robotic Industry Outlook
3.2 Background to Open Source Robotics Foundation
3.3 Open Source Robotics Projects
3.3.1 Hardware Projects
3.3.2 Software Projects
3.3.3 Robot Simulators
3.4 Overview of Robot Operating System
3.4.1 Evolution of ROS
3.4.2 ROS Core Components
3.4.3 Useful Development Tools in ROS
3.5 Comparative Analysis of ROS1.0 vs ROS2.0
3.5.1 New Technologies
3.5.2 Improved Use Cases with ROS2
3.6 Analysis of Robots Built on ROS
3.7 Funding and Investment Scenario in Robotics
4 Global ROS-based Robot Market
4.1 Assumptions and Limitations
4.2 Market Overview
5 ROS Application in Different Types of Robot
5.1 Overview
5.2 Industrial Robot
5.2.1 Usage of ROS in Industrial Robots (by Application)
5.2.1.1 Automotive
5.2.1.2 Electrical/Electronics
5.2.1.3 Metal and Machinery
5.2.1.4 Rubber and Plastic
5.2.1.5 Pharmaceuticals and Cosmetics
5.2.1.6 Food and Beverages
5.2.1.7 Others
5.2.2 Usage of ROS in Industrial Robots (by Region)
5.2.2.1 North America
5.2.2.1.1 North America ROS-Based Industrial Robot Market (by Country)
5.2.2.2 Europe
5.2.2.2.1 Europe ROS-Based Industrial Robot Market (by Country)
5.2.2.3 Asia-Pacific
5.2.2.3.1 Asia-Pacific ROS-Based Industrial Robot Market (by Country)
5.2.2.4 Rest-of-the-World
5.2.2.4.1 Rest-of-the-World ROS-based Industrial Robot Market (by Region)
5.3 Service Robot
5.3.1 Usage of ROS in Service Robots (by Application)
5.3.1.1 Professional
5.3.1.1.1 Logistic and Warehouse
5.3.1.1.2 Defense and Security
5.3.1.1.3 Public Relation
5.3.1.1.4 Agriculture
5.3.1.1.5 Healthcare
5.3.1.1.6 Others
5.3.1.2 Personal/Domestic
5.3.1.2.1 Household
5.3.1.2.2 Entertainment and Leisure
5.3.2 Usage of ROS in Service Robots (by Region)
5.3.2.1 North America
5.3.2.1.1 North America ROS-Based Service Robot Market (by Country)
5.3.2.2 Europe
5.3.2.2.1 Europe ROS-Based Service Robot Market (by Country)
5.3.2.3 Asia-Pacific
5.3.2.3.1 Asia-Pacific ROS-Based Service Robot Market (by Country)
5.3.2.4 Rest-of-the-World
5.3.2.4.1 Rest-of-the-World ROS-based Service Robot Market (by Region)
6 Futuristic Outlook for ROS
6.1 Opportunity to Operating System and Cloud Service Providers
6.2 Road Toward Modular ROS-based Open-Source Robotic Hardware Platform
7 Company Profiles
7.1 Overview
7.2 ABB Ltd.
7.2.1 Company Overview
7.2.2 Role of ABB Ltd in Global ROS-Based Robot Market
7.2.3 Overall Financials
7.2.4 SWOT Analysis
7.3 Clearpath Robotics
7.3.1 Company Overview
7.3.2 Role of Clearpath Robotics in Global ROS-Based Robot Market
7.3.3 SWOT Analysis
7.4 Comau SpA
7.4.1 Company Overview
7.4.2 Role of Comau SpA in Global ROS-Based Robot Market
7.4.3 SWOT Analysis
7.5 Denso Robotics, Inc.
7.5.1 Company Overview
7.5.2 Role of Denso Robotics, Inc. in Global ROS-Based Robot Market
7.5.3 Overall Financials
7.5.4 SWOT Analysis
7.6 Fanuc Corporation
7.6.1 Company Overview
7.6.2 Role of Fanuc Corporation in Global ROS-Based Robot Market
7.6.3 Overall Financials
7.6.4 SWOT Analysis
7.7 Husarion, Inc.
7.7.1 Company Overview
7.7.2 Role of Husarion, Inc. in Global ROS-Based Robot Market
7.7.3 SWOT Analysis
7.8 iRobot Corporation
7.8.1 Company Overview
7.8.2 Role of iRobot Corporation in Global ROS-Based Robot Market
7.8.3 Overall Financials
7.8.4 SWOT Analysis
7.9 Kuka AG
7.9.1 Company Overview
7.9.2 Role of Kuka AG in Global ROS-Based Robot Market
7.9.3 Overall Financials
7.9.4 SWOT Analysis
7.10 Nachi Robotic Systems, Inc.
7.10.1 Company Overview
7.10.2 Role of Nachi Robotic Systems, Inc. in Global ROS-Based Robot Market
7.10.3 SWOT Analysis
7.11 Omron Adept Technologies
7.11.1 Company Overview
7.11.2 Role of Omron Adept Technologies in Global ROS-Based Robot Market
7.11.3 Overall Financials
7.11.4 SWOT Analysis
7.12 Rethink Robotics GmbH
7.12.1 Company Overview
7.12.2 Role of Rethink Robotics GmbH in Global ROS-Based Robot Market
7.12.3 SWOT Analysis
7.13 Stanley Innovation, Inc.
7.13.1 Company Overview
7.13.2 Role of Stanley Innovation, Inc. in Global ROS-Based Robot Market
7.13.3 SWOT Analysis
7.14 Staubli International AG
7.14.1 Company Overview
7.14.2 Role of Staubli International AG in Global ROS-Based Robot Market
7.14.3 SWOT Analysis
7.15 Yaskawa Motoman
7.15.1 Company Overview
7.15.2 Role of Yaskawa Motoman in Global ROS-Based Robot Market
7.15.3 Overall Financials
7.15.4 SWOT Analysis
7.16 YRG, Inc.
7.16.1 Company Overview
7.16.2 Role of YRG, Inc in Global ROS-Based Robot Market
7.16.3 SWOT Analysis
7.17 Other Key Players
7.17.1 Fetch Robotics
7.17.2 Kawasaki Heavy Industries Ltd.
7.17.3 Nvidia Corporation
7.17.4 Panasonic Corporation
7.17.5 Piaggio Fast Forward
7.17.6 Savioke
7.17.7 Seiko Epson Corporation
7.17.8 Simbe Robotics
7.17.9 Stryker Corporation
7.17.10 Toshiba Machine Company Ltd.
7.18 List of Emerging Companies
8 Report Scope and Methodology
8.1 Scope of the Report
8.2 Global ROS-Based Robot Market Research Methodology
9 Appendix
9.1 Related Reports
List of Tables
Table 1.1: Market Dynamics: Impact Analysis
Table 3.1: Differences between ROS1.0 and ROS2.0
Table 3.2: Analysis of Robots Built on ROS
Table 3.3: Funding and Investment Scenario in Robotics
Table 5.1: Global ROS-based Industrial Robot Market (by Region), Units, 2018-2024
Table 5.2: North America ROS-Based Industrial Robot Market (by Country), Units, 2018-2024
Table 5.3: Europe ROS-Based Industrial Robot Market (by Country), Units, 2018-2024
Table 5.4: Asia-Pacific ROS-Based Industrial Robot Market (by Country), Units, 2018-2024
Table 5.5: Rest-of-the-World ROS-based Industrial Robot Market (by Region), Units, 2018-2024
Table 5.6: Global ROS-based Service Robot Market (by Region), Thousand Units, 2018-2024
Table 5.7: North America ROS-Based Service Robot Market (by Country), Thousand Units, 2018-2024
Table 5.8: Europe ROS-Based Service Robot Market (by Country), Thousand Units, 2018-2024
Table 5.9: Asia-Pacific ROS-Based Service Robot Market (by Country), Thousand Units, 2018-2024
Table 5.10: Rest-of-the-World ROS-based Service Robot Market (by Region), Thousand Units, 2018-2024
Table 7.1: List of Other Key Players
List of Figures
Figure 1: Estimated Worldwide Supply of Industrial Robots
Figure 2: Global ROS-based Robot Market, Volume (Units), 2018-2024
Figure 3: Global ROS-based Robot Market (by Type), Units, 2018, 2019, and 2024
Figure 4: Global ROS-based Industrial Robot Market (by Application), Units, 2018, 2019, and 2024
Figure 5: Global ROS-based Service Robot Market (by Application Area), Units, 2018, 2019, and 2024
Figure 6: Global ROS-based Industrial Robot Market (by Region), Volume (Units), 2019
Figure 7: Global ROS-based Service Robot Market (by Region), Volume (Units), 2019
Figure 1.1: Market Dynamics
Figure 2.1: Some of the Organic and Inorganic Growth Strategies Adopted by the Key Players
Figure 2.2: Percentage Share of Strategies Adopted by the Market Players, January 2017-June 2019
Figure 2.3: Number of Strategic Developments by Leading Companies, 2017-2019
Figure 2.4: Product Launches and Developments (by Company), January 2017- June 2019
Figure 2.5: Partnerships/Collaborations/Joint Ventures (by Company), January 2017- June 2019
Figure 2.6: Mergers and Acquisitions (by Company), January 2017- February 2019
Figure 3.1: Robotic Industry Outlook
Figure 3.2: ROS Core Components
Figure 3.3: Useful Tools in ROS
Figure 3.4: ROS 2 Use Cases
Figure 3.5: Analysis of Robots Built on ROS
Figure 4.1: Global ROS-based Robot Market, Volume (Units), 2018-2024
Figure 5.1: Classification of Robots (by Type)
Figure 5.2: Global ROS-based Robot Market (by Type), Units, 2018, 2019, and 2024
Figure 5.3: Industrial Applications of ROS-Enabled Robots
Figure 5.4: Global ROS-based Industrial Robot Market (by Application), Units, 2018, 2019, and 2024
Figure 5.5: Global ROS-based Industrial Robot Market (Automotive Application), Units, 2018-2024
Figure 5.6: Global ROS-based Industrial Robot Market (Electrical/Electronic Application), Units, 2018-2024
Figure 5.7: Global ROS-based Industrial Robot Market (Metal and Machinery Application), Units, 2018-2024
Figure 5.8: Global ROS-based Industrial Robot Market (Rubber and Plastic Application), Units, 2018-2024
Figure 5.9: Global ROS-based Industrial Robot Market (Pharmaceuticals and Cosmetics), Units, 2018-2024
Figure 5.10: Global ROS-based Industrial Robot Market (Food and Beverage Applicsation), Units, 2018-2024
Figure 5.11: Global ROS-based Industrial Robot Market (Other Appliation), Units, 2018-2024
Figure 5.12: Classification of Global ROS-based Industrial Robot Market (by Region)
Figure 5.13: North America ROS-based Industrial Robot Market, Units, 2018-2024
Figure 5.14: Europe ROS-based Industrial Robot Market, Units, 2018-2024
Figure 5.15: Asia-Pacific ROS-based Industrial Robot Market, Units, 2018-2024
Figure 5.16: Rest-of-the-World ROS-based Industrial Robot Market, Units, 2018-2024
Figure 5.17: Applications of ROS in Service Robots
Figure 5.18: Global ROS-based Service Robot Market (by Application), Units, 2018, 2019, and 2024
Figure 5.19: Global ROS-based Service Robot Market (Logistic and Warehouse Centers), Units, 2018-2024
Figure 5.20: Global ROS-based Service Robot Market (Defense and Security), Units, 2018-2024
Figure 5.21: Global ROS-based Service Robot Market (Public Relations), Units, 2018-2024
Figure 5.22: Global ROS-based Service Robot Market (Agriculture), Units, 2018-2024
Figure 5.23: Global ROS-based Service Robot Market (Healthcare), Units, 2018-2024
Figure 5.24: Global ROS-based Service Robot Market (Others), Units, 2018-2024
Figure 5.25: Global ROS-based Service Robot Market (Household), Units, 2018-2024
Figure 5.26: Global ROS-based Service Robot Market (Entertainment and Leisure), Units, 2018-2024
Figure 5.27: Classification of Global ROS-based Service Robot Market (by Region)
Figure 5.28: North America ROS-based Service Robot Market, Units, 2018-2024
Figure 5.29: Europe ROS-based Service Robot Market, Units, 2018-2024
Figure 5.30: Asia-Pacific ROS-based Service Robot Market, Units, 2018-2024
Figure 5.31: Rest-of-the-World ROS-based Service Robot Market, Units, 2018-2024
Figure 7.1: Share of Key Company Profiles
Figure 7.2: ABB Ltd. – Product Portfolio
Figure 7.3: ABB Ltd: Overall Financials, 2016-2018
Figure 7.4: ABB Ltd: Business Revenue Mix, 2016-2018
Figure 7.5: ABB Ltd.: Regional Revenue Mix, 2016-2018
Figure 7.6: ABB Ltd.: R&D Expenditure, 2016-2018
Figure 7.7: SWOT Analysis – ABB Ltd.
Figure 7.8: Clearpath Robotics – Product Portfolio
Figure 7.9: SWOT Analysis – Clearpath Robotics
Figure 7.10: SWOT Analysis – Comau SpA
Figure 7.11: Denso Robotics – Product Portfolio
Figure 7.12: Denso Robotics, Inc. - Overall Financials, 2016-2018
Figure 7.13: Denso Robotics, Inc.: Business Revenue Mix, 2016-2018
Figure 7.14: Denso Robotics, Inc.: Regional Revenue Mix, 2016-2018
Figure 7.15: Denso Robotics, Inc.: R&D Expenditure, 2016-2018
Figure 7.16: SWOT Analysis – Denso Robotics, Inc.
Figure 7.17: Fanuc Corporation – Product Portfolio
Figure 7.18: Fanuc Corporation - Overall Financials, 2016-2018
Figure 7.19: Fanuc Corporation - Business Revenue Mix, 2016-2018
Figure 7.20: Fanuc Corporation - Regional Revenue Mix, 2016-2018
Figure 7.21: Fanuc Corporation: R&D Expenditure, 2016-2018
Figure 7.22: SWOT Analysis – Fanuc Corporation
Figure 7.23: Husarion, Inc. – Product Portfolio
Figure 7.24: SWOT Analysis – Husarion, Inc.
Figure 7.25: iRobot Corporation – Product Portfolio
Figure 7.26: iRobot Corporation: Overall Financials, 2016-2018
Figure 7.27: iRobot Corporation: R&D Expenditure, 2016-2018
Figure 7.28: SWOT Analysis – iRobot Corporation
Figure 7.29: Kuka AG – Product Portfolio
Figure 7.30: Kuka AG - Overall Financials, 2016-2018
Figure 7.31: Kuka AG - Business Revenue Mix, 2016-2018
Figure 7.32: Kuka AG: Regional Revenue Mix, 2016-2018
Figure 7.33: Kuka AG: R&D Expenditure, 2016-2018
Figure 7.34: SWOT Analysis – Kuka AG
Figure 7.35: Nachi Robotic Systems, Inc. – Product Portfolio
Figure 7.36: SWOT Analysis – Nachi Robotics Systems Inc.
Figure 7.37: Omron Adept Technologies – Product Portfolio
Figure 7.38: Omron Adept Technologies - Overall Financials, 2016 and 2017
Figure 7.39: Omron Adept Technologies - Business Revenue Mix, 2016 and 2017
Figure 7.40: Omron Adept Technologies - Regional Revenue Mix, 2017
Figure 7.41: Omron Adept Technologies - R&D Expenditure, 2015-2017
Figure 7.42: SWOT Analysis – Omron Adept Technologies
Figure 7.43: Rethink Robotics GmbH – Product Portfolio
Figure 7.44: SWOT Analysis – Rethink Robotics GmbH
Figure 7.45: Stanley Innovation, Inc. – Product Portfolio
Figure 7.46: SWOT Analysis – Stanley Innovation, Inc.
Figure 7.47: Staubli International AG – Product Portfolio
Figure 7.48: SWOT Analysis – Staubli International AG
Figure 7.49: Yaskawa Motoman – Product Portfolio
Figure 7.50: Yaskawa Motoman - Overall Financials, 2015-2017
Figure 7.51: Yaskawa Motoman - Business Revenue Mix, 2015-2017
Figure 7.52: Yaskawa Motoman - Regional Revenue Mix, 2015-2017
Figure 7.53: Yaskawa Motoman - R&D Expenditure, 2015-2017
Figure 7.54: SWOT Analysis – Yaskawa Motoman
Figure 7.55: SWOT Analysis – YRG, Inc.
Figure 8.1: Global ROS-Based Robot Market Segmentation
Figure 8.2: Global ROS-Based Robot Market Research Methodology
Figure 8.3: Data Triangulation
Figure 8.4: Top-Down and Bottom-up Approach
Figure 8.5: Global ROS-Based Robot Market Influencing Factors
Figure 8.6: Assumptions and Limitations
North America
Europe
Asia-Pacific
Rest-of-the-World
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Robot Operating System (ROS) is a meta-operating system for robotics which is something in between operating system and middleware. It provides high level functionalities apart from standard operating system services such as synchronous and asynchronous calls, robot configuration systems, centralized database, and so on. Prior to the existence of ROS, every robotic researcher and robotic designer spent a considerable amount of time on designing the embedded software within the robot, which demanded skills in electronics and embedded programming apart from mechanical engineering. The major idea of robotics OS is to offer standardized functionalities such as performing hardware abstraction, similar to conventional OS for PCs. ROS combines expertise from different disciplines as the field of robotics generally demands people to have diverse skill sets. Most of the existing OS are developed for a specific purpose, however, ROS is a general purpose OS. Nevertheless, it is not capable of carrying out every task. Hence, a proliferation in adoption of open source operating system in industrial and service robot in order to reduce development cost for robotic applications, has been witnessed.
According to the latest report by BIS Research, titled ‘Global ROS-based Robot Market – Analysis and Forecast (2019-2024)’, the market to grow at a significant CAGR of 20.02% during the forecast period from 2019 to 2024. Asia-Pacific dominated the global ROS-based industrial robot market with a share of 74% in 2019. Europe, including the major countries, such as the U.K., Germany, France, Spain, and Italy, is the most prominent region for the ROS-based service robot market. In Europe, France acquired a major market share in 2019, due to the setup of new start-ups of service robot in the region.
Companies Mentioned in the Report:
• ABB Ltd.
• Clearpath Robotics
• Comau SpA
• Denso Robotics, Inc.
• Fanuc Corporation
• Husarion, Inc.
• iRobot Corporation
• Kuka AG
• Nachi Robotic Systems, Inc.
• Omron Adept Technologies
• Rethink Robotics GmbH
• Stanley Innovation, Inc.
• Staubli International AG
• Yaskawa Motoman
• YRG, Inc.
Key questions answered in the report:
• What are the opportunities for ROS-based robots for different applications and regions?
• What is the expected volume for different types of ROS-based robots during the forecast period 2019-2024?
• What are the opportunities for ROS enabled robot manufactures in various applications such as industrial and service sectors?
• What is the volume for different types of ROS-based robots among different regions such as North America, Europe, Asia-Pacific, and Rest-of-the-World (RoW)?
• Which are the key companies operating in the ROS-based robot market?
• Which global factors are expected to impact the ROS-based robot market?
• What are the key market strategies adopted by the ROS-based robot market players?
ABB Ltd.
Clearpath Robotics
Comau SpA
Denso Robotics, Inc.
Fanuc Corporation
Husarion, Inc.
iRobot Corporation
Kuka AG
Nachi Robotic Systems, Inc.
Omron Adept Technologies
Rethink Robotics GmbH
Stanley Innovation, Inc.
Staubli International AG
Yaskawa Motoman
YRG, Inc.
Global ROS-based Robot Market to Grow at a CAGR of 20.02% from 2019-2024

Informations supplémentaires

Auteur BIS Research INC.
Edité par BISRESEARCH
Type de document Rapport
Nombre de pages 181