Physical and Cyber Industrial Convergence: AI, Cloud Robotics, Industrial IoT, and Virtual Twinning 2017 - 2022




Published: September 2017   Pages: 634
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Overview:

A massive transformation is underway with the convergence of Artificial Intelligence (AI), Cloud infrastructure and processes, advanced Robotics, and IoT enabled Digital Twinning. A digital twin represents a cyber-world duplicate of a real-world object, which can be virtual any type of object ranging from industrial equipment to a physical product. The combination of AI, Cloud Robotics, Industrial IoT technologies, and Digital Twinning is poised to transform manufacturing to an entirely new level in terms of operational oversight, control, and innovation.

Both industrial processes as well as the entire product life-cycle for many industries will be transformed as the distance between production and usage is significantly minimized through improved visibility, monitoring, and feedback. Combined with cloud technologies and the “as a service” model, these technologies are enabling virtually every industry to completely rethink, redesign, and redeploy products as value-added services.

This research evaluates IIoT technologies, companies, applications, services, and solutions. Report forecasts include overall global and regional IIoT outlook as well as IIoT by industry vertical, software, hardware, and services for the period 2017 to 2022. This research also evaluates the technologies, companies, and solutions involved in next generation manufacturing. The report assesses the impact of IIoT, Data Analytics, and AI on manufacturing efficiency and effectiveness. The report also analyzes how these technologies will lead to optimizing manufacturing for product and service improvements, new revenue streams, and new market opportunities for product life cycle management and customer relationship management.

This research also evaluates the technologies, players, and solutions relied upon for Cloud Computing in IIoT. The report analyzes the impact of SaaS, PaaS, and IaaS upon IIoT as well as Cloud Computing software, platforms, and infrastructure in support of edge computing. The report also assesses market opportunities for Cloud Computing support of IIoT Devices and the Objects/Things that will be monitored, actuated, and controlled through IoT enabled processes. The report includes detailed forecasts for the global and regional outlook as well as by industry vertical, devices, and objects/things from 2017 to 2022.

This research also evaluates the ecosystem, players, technologies and solutions for Cloud Robotics. The report evaluates the current state of technologies and assesses the future outlook of integrated teleoperation, robotics, cloud systems and solutions. The report covers all major robot types such as stationary, wheeled, and legged robots. The report provides global and regional forecasts for Cloud Robotics apps, services, and components from 2017 to 2022. Forecasts include the market outlook for Cloud Services support of Cloud Robotics including Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS), and Robotics as a Service (RaaS). Forecasting for Cloud Robotics by deployment model is also included covering Public Cloud, Private Cloud, Hybrid Cloud, and Community Cloud.

This research also evaluates Digital Twinning technology, solutions, use cases, and leading company efforts in terms of R&D and early deployments. The report assesses the Digital Twinning product and service ecosystem including application development and operations. The report also analyzes technologies supporting and benefiting from Digital Twinning. The report also provides detailed forecasts covering Digital Twinning in many market segments and use cases including manufacturing simulations, predictive analytics, and more.

Key Findings:

• Agile robotics will represent a significant component of market by 2022
• Cloud Robotics will facilitate a major shift of manufacturing into cloud infrastructure
• The combined Cloud Robotics market will reach $18.2 billion by 2022 with CAGR of 29.5%
• Up to 85% of all IoT Platforms will contain some form of Digit Twinning capability by 2022
• IIoT is expected to leverage machine learning and Big Data technology to optimize robotics
• Digital Twinning will become standard feature/functionality for IoT Application Enablement
• The leading Cloud Robot type by revenue will be Bipedal (e.g. Humanoid Robots) at $365M by 2022
• Over 90% of software players recognize the need for IoT APIs and Platform integration with Digital Twinning

Target Audience:

• AI companies
• Cloud companies
• Robotics companies
• IoT companies of all types
• Data management vendors
• Industrial automation companies
• Enterprise across all industry verticals

Table of Contents:

Industrial Internet of Things (IIoT) Technologies, Solutions, and Services 2017 - 2022

1 Introduction
1.1 Scope of Research
1.2 Target Audience
1.3 Key Findings in Report
1.4 Companies in Report
2 Executive Summary
2.1 IIoT Markets by Region 2017 - 2022
2.2 IIoT Global Markets by Products 2017 - 2022
3 Overview
3.1 Defining Industrial Internet of Things
3.1.1 People, Processes, and Technology
3.1.2 IIoT and People
3.1.3 IIoT and Processes
3.1.4 IIoT and Technologies
3.2 Critical Focal Areas for IIoT Execution
3.3 IIoT Application Areas
3.3.1 Process Optimization
3.3.2 Enhance, Integrate and Scale existing Corporate IT Systems
3.3.3 Leverage Potential of Existing Infrastructure
3.4 Forming a Foundation for IIoT
3.4.1 Industrial Internet Consortium
3.4.2 Industry Leading Companies set the Pace
3.4.3 Industry Test Beds for IIoT
3.4.4 Industrial Internet Reference Architecture
3.5 Evaluating the Future Potential of IIoT
3.5.1 Cyber-security is a Critical Concern with IIoT
3.5.2 IIoT is Facilitating a Drive in Industrial Automation
3.5.3 Early IIoT Deployments to Benefit Existing Industries
3.5.4 IIoT will work in Collaboration to achieve Success
3.5.5 IIoT and the Fourth Industry Revolution
3.5.6 IIoT to Facilitate Transition to Smart Factories
3.5.7 Connected Factory: New Roles for Suppliers and Customers
3.5.8 IIoT and Product Transformation to an “as a Service” Economy
3.5.9 Intelligent Manufacturing: From Smart Factories to Smarter Factories
3.5.10 Teleoperation and Tele-robotics
3.5.11 IIoT and Fifth Generation (5G) Wireless
4 IIoT Technologies
4.1 Hardware Technologies
4.1.1 Hardware Development Platforms
4.1.2 Smart Sensors
4.2 Software Technologies
4.2.1 Connectivity Platforms
4.2.2 Data Storage Platforms
4.2.3 Data Analytics and Visualization Platforms
4.2.4 IoT Protocols
4.2.4.1 ZigBee
4.2.4.2 Message Queuing Telemetry Transport (MQTT)
4.2.4.3 XMPP Accelerates IoT
4.2.4.4 AMQP is Provides Rich Capabilities for Distributed Systems
4.2.4.5 DDS enables Network Interoperability in IoT
4.2.4.6 Thread
4.2.5 Next Generation Real Time Operating Systems (RTOS)
4.3 IIoT and Manufacturing Execution Systems (MES)
4.3.1 Role and Importance with IIoT
4.3.2 MES and Cyber-Physical Systems
4.3.3 MES in the Cloud and other Convergence
4.3.4 Future of IIoT Enabled MES
4.4 Network Technologies in IIoT
4.4.1 Wireless Local Area Network
4.4.2 Wireless Personal Area Network
4.4.3 Wireless Sensor Network
5 IIoT Global Market Analysis and Forecasts 2017 - 2022
5.1 IIoT Markets by Region 2017 - 2022
5.2 IIoT Global Markets by Products Offered 2017 - 2022
5.2.1 IIoT in Hardware in 2017 – 2022
5.2.1.1 Connectivity platforms
5.2.1.2 Sensor Infrastructures
5.2.1.3 Hardware Development Platforms
5.2.2 IIoT in Software in 2017 – 2022
5.2.2.1 Data Storage
5.2.2.2 Software Development Platforms and Apps
5.2.2.3 Data Analytics Platform
5.2.2.4 Cyber-security Solutions
5.2.3 IIoT in Services 2017 – 2022
5.2.3.1 Cloud based Services
5.2.3.2 Management and Consulting Services
5.3 IIoT Global Markets by Industry Sector 2017 - 2022
5.3.1 IIoT Deployments in Manufacturing Sector 2017 – 2022
5.3.2 Healthcare in IIoT 2017 - 2022
5.3.3 Automotive Industry in IIoT 2017 - 2002
5.3.4 Retail Industry in IIoT 2017 - 2022
5.3.5 Oil and Gas Industry in IIoT 2017 - 2022
5.3.6 IIoT in Cargo and Logistic Sector 2017 – 2022
5.3.7 IIoT in Utilities Sector 2017 – 2022
5.3.8 IIoT in Hospitality Sector 2017 – 2022
5.4 Market for Teleoperation and Tele-robotics in IIoT 2016 – 2021
5.4.1 IIoT Teleoperation and Tele-robotics Solutions by Segment 2016 – 2021
5.4.2 IIoT Teleoperation and Tele-robotics Solutions by Region 2017 – 2022
5.4.3 IIoT Teleoperation and Tele-robotics Solutions by Tech and App 2017 – 2022
5.4.4 IIoT Teleoperation and Tele-robotics Solution by Industry Vertical 2017 – 2022
5.4.5 Artificial Intelligence in IIoT Teleoperation and Tele-robotics Solutions
6 Company Analysis
6.1 AGT International
6.2 ARM Holdings
6.3 AT&T Inc.
6.3.1 AT&T Machine to Machine Solutions
6.3.2 AT&T M2X
6.4 B+B SmartWorx
6.5 Bayshore Networks
6.6 Bosch
6.6.1 Bosch Connected Devices and Solutions GmbH
6.6.2 Bosch Software Innovations: Bosch IoT Suite
6.7 Cisco System Inc.
6.7.1 Cisco Industrial Networks
6.7.2 Cisco Embedded Networks
6.7.3 Management and Application Enablement
6.7.4 Physical and Cyber Cyber-security
6.7.5 Cisco IIoT Solutions
6.8 Contiki
6.9 Digi International
6.10 Echelon Corporation
6.10.1 Echelon’s IzoT Platform
6.11 Elecsys Corporation
6.12 General Electric
6.12.1 GE Predicitvity Solution
6.12.2 GE Predix Platform
6.13 Jasper Technologies Inc. (Cisco)
6.14 Lynx Software Technologies, Inc.
6.15 Object Management Group (OMG)
6.15.1 Data Distribution Service (DDS)
6.15.2 Dependability Assurance Framework for Safety-Sensitive Consumer Devices
6.15.3 Threat Modelling
6.15.4 Structured Assurance Case Meta-model (SACM)
6.15.5 Unified Component Model for Distributed, Real-Time and Embedded Systems (UCM)
6.15.6 Automated Source Code CWE-SANS Top 25-Based Cyber-security Measure
6.15.7 Oil and Gas Risk Management
6.16 OneM2M Partners
6.17 ParStream (Cisco)
6.18 RIOT
6.19 Real Time Innovation (RTI)
6.19.1 RTI Connext DDS
6.19.2 RTI Industrial IoT FastTrax Program
6.20 Sensata Technologies
6.21 Symantec
6.22 Unisys Corporation
6.23 Wind River
6.24 Worldsensing
6.25 Wovyn LLC.

Figures

FIGURE 1: IIoT Impact on Automation and Processes
FIGURE 2: Four Pillars of IIoT Execution
FIGURE 3: IoT Framework
FIGURE 4: 5G and IIoT
FIGURE 5: Requirements for Wireless IIoT Access Technology
FIGURE 6: Hardware Systems used in IIoT
FIGURE 7: Software Solutions used in IIoT
FIGURE 8: Smart Sensor Components
FIGURE 9: Smart Sensor Model
FIGURE 10: Smart Sensor Model with Functional Partitioning
FIGURE 11: IoT Data Processing Flow
FIGURE 12: Sensor Node Components
FIGURE 13: Wireless Sensor Network Topologies
FIGURE 14: Global IIoT Market 2017 – 2022
FIGURE 15: IIoT Regional Markets 2017 – 2022
FIGURE 16: IIoT Deployments in Manufacturing Sector 2017 – 2022
FIGURE 17: IIoT Deployments in Manufacturing Sector by Region2017 – 2022
FIGURE 18: IIoT Deployments in Healthcare Sector 2017 – 2022
FIGURE 19: IIoT Deployments in Healthcare Sector by Region 2017 – 2022
FIGURE 20: IIoT Deployments in Automotive Sector 2017 – 2022
FIGURE 21: IIoT Deployments in Automotive Sector by Regions 2017 – 2022
FIGURE 22: IIoT Deployments in Retail Sector 2017 – 2022
FIGURE 23: IIoT Deployments in Retail Sector by Region 2017 – 2022
FIGURE 24: IIoT Deployments in Oil and Gas Sector 2017 – 2022
FIGURE 25: IIoT Deployments in Oil and Gas Sector by Region 2017 – 2022
FIGURE 26: IIoT Deployments in Cargo and Logistics Sector 2017 – 2022
FIGURE 27: IIoT Deployments in Cargo and Logistics Sector by Region 2017 – 2022
FIGURE 28: IIoT in Utilities Sector 2017 – 2022
FIGURE 29: IIoT in Utility Sector by Region 2017 – 2022
FIGURE 30: IIoT in Hospitality Sector 2017 – 2022
FIGURE 31: IIoT in Hospitality Sector by Region 2017 – 2022
FIGURE 32: Embedded Systems and IIoT
FIGURE 33: Managing Devices, Processes, and End-users in IIoT
FIGURE 34: IIoT Management Platform: Cloud, Connectivity, and Devices
FIGURE 35: Fourth Generation Automation Software

Tables

TABLE 1: Leading Proprietary RTOS in Embedded Systems
TABLE 2: Global IIoT Market 2017 – 2022
TABLE 3: IIoT Regional Markets 2017 - 2022
TABLE 4: IIoT Markets by Product Segment 2017 - 2022
TABLE 5: IIoT Regional Markets by Product Sub-segment 2017 - 2022
TABLE 6: Connectivity Platforms by Industry Sector 2017 -2022
TABLE 7: Connectivity Platforms by Regions 2017 -2022
TABLE 8: Sensor Infrastructure by Industry Sector 2017 -2022
TABLE 9: Sensor Infrastructure by Region 2017 -2022
TABLE 10: Hardware Platforms by Industry Sector 2017 -2022
TABLE 11: Hardware Platforms by Region 2017 -2022
TABLE 12: Data Storage by Industry Sector 2017 -2022
TABLE 13: Data Storage by Region 2017 -2022
TABLE 14: Software Development Platforms and Apps by Industry Sector 2017 -2022
TABLE 15: Software Development Platforms and Apps by Region 2017 -2022
TABLE 16: Data Analytics platform by Industry Sector 2017 -2022
TABLE 17: Data Analytics platform by Region 2017 -2022
TABLE 18: Cyber-security Solutions by Industry Sector 2017 -2022
TABLE 19: Cyber-security Solutions by Region 2017 -2022
TABLE 20: Cloud based Services by Industry Sector 2017 -2022
TABLE 21: Cloud based Services by Region 2017 -2022
TABLE 22: Management and Consulting Services by Industry Sector 2017 -2022
TABLE 23: Management and Consulting Services by Region 2017 -2022
TABLE 24: IIoT Global Markets for Industry Sector 2017 – 2022
TABLE 25: IIoT Deployments in Manufacturing Sector 2017 – 2022
TABLE 26: IIoT Deployments in Manufacturing Sector by Region 2017 – 2022
TABLE 27: IIoT Deployments in Manufacturing Sector by Product sub-segment 2017 – 2022
TABLE 28: IIoT Deployments in Healthcare Sector 2016 – 2021
TABLE 29: IIoT Deployments in Healthcare Sector by Region 2017 – 2022
TABLE 30: IIoT Deployments in Healthcare Sector by Product sub-segments 2017 – 2022
TABLE 31: IIoT Deployments in Automotive Sector 2017 – 2022
TABLE 32: IIoT Deployments in Automotive Sector by Region 2017 – 2022
TABLE 33: IIoT Deployments in Automotive Sector by Product Sub-segment 2017 – 2022
TABLE 34: IIoT Deployments in Retail Sector 2017 – 2022
TABLE 35: IIoT Deployments in Retail Sector by Region 2017 – 2022
TABLE 36: IIoT Deployments in Retail Sector by Product Sub-segment 2017 – 2022
TABLE 37: IIoT Deployments in Oil and Gas Sector 2017 – 2022
TABLE 38: IIoT Deployments in Oil and Gas Sector by Region 2017 – 2022
TABLE 39: IIoT Deployments in Oil and Gas by Product Sub-segment 2017 – 2022
TABLE 40: IIoT Deployments in Cargo and Logistics Sector 2017 – 2022
TABLE 41: IIoT Deployments in Cargo and Logistics Sector by Region 2017 – 2022
TABLE 42: IIoT Deployments in Cargo and Logistics Sector by Product Sub-segment 2017 – 2022
TABLE 43: IIoT in Utility Sector 2017 – 2022
TABLE 44: IIoT in Utility Sector by Region 2017 – 2022
TABLE 45: IIoT in Utility Sector by Product Sub-segment 2017 – 2022
TABLE 46: IIoT in Hospitality Sector 2017 – 2022
TABLE 47: IIoT in Hospitality Sector by Region 2017 – 2022
TABLE 48: IIoT in Hospitality Sector by Product Sub-segment 2017 – 2022
TABLE 49: Teleoperation and Tele-robotics Solution by Segment 2017 – 2022
TABLE 50: Teleoperation and Tele-robotics Solution Market by Region 2017 – 2022
TABLE 51: Teleoperation and Tele-robotics by Sector/Tech/App 2017 – 2022
TABLE 52: Teleoperation and Tele-robotics Solution by Industry Vertical 2017 – 2022
TABLE 53: AI in Teleoperation and Tele-robotics Software Market

IIoT, Data Analytics, and Artificial Intelligence in Connected Manufacturing 2017 - 2022

1 Introduction
1.1 Background
1.2 Scope of the Research
1.3 Target Audience
1.4 Company Coverage
2 Executive Summary
2.1 Global Connected Manufacturing Market
2.2 Top Line Growth
2.3 Success Factors
2.3.1 Partnerships for Value Added Services
2.3.2 Monetization Strategies
2.3.3 Establishing Predictable Recurring Income Streams
3 Overview
3.1 Current State of Manufacturing Industry
3.2 Manufacturing Industry’s Digital Transformation
3.3 IIoT a Base for Connected Manufacturing
3.4 Connected Manufacturing Outlook
3.5 Connected Manufacturing Applications
3.5.1 Optimizing Operations
3.5.2 Real-time Tracking of Assets, Equipment, and Raw Materials
3.5.3 Asset Health Monitoring and Predictive Maintenance
3.5.4 Manufacturing Analytics
3.5.5 Worker Safety
3.6 Future Market Potential for Connected Manufacturing
4 Global Market for Connected Manufacturing
4.1 Factors Driving Market Growth through 2022
4.2 End-user Market by Product Type 2017 - 2022
4.2.1 Connected Manufacturing Consulting Services 2017 - 2022
4.2.2 Connectivity System Installation and Expansion 2017 - 2022
4.2.3 Sensors, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
4.3 Regional Forecasts 2017 - 2022
4.4 End-user Market by Application Type 2017 - 2022
4.5 Big Data Analytics in Connected Manufacturing 2017 - 2022
4.5.1 Big Data in Connected Manufacturing Solutions
4.5.2 Market Outlook for Big Data in Connected Manufacturing
4.6 Artificial Intelligence in Connected Manufacturing 2017 - 2022
4.7 Manufacturing Execution Systems
5 Role of Technology in Connected Manufacturing
5.1 Enabling Technologies
5.2 AI and Connected Robotics
5.3 Crucial Role of Connectivity
5.4 Industrial Ethernet vs. Fieldbus
6 Select Companies and Solutions
6.1 Connected Manufacturing Vendor Ecosystem
6.2 Connected Manufacturing Vendor Considerations
6.3 Important Connected Manufacturing Solutions
6.3.1 Bosch
6.3.2 Cisco Inc.
6.3.3 GE
6.3.4 IBM Corp.
6.3.5 SAP
6.3.6 Software AG

Figures

Figure 1: Global Market for Connected Manufacturing
Figure 2: Connected Manufacturing Process Flow
Figure 3: Important Connected Manufacturing Applications
Figure 4: Consulting Services in Connected Manufacturing 2017 - 2022
Figure 5: Installation/Expansion of Connectivity Systems in Connected Manufacturing 2017 - 2022
Figure 6: Sensor, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
Figure 7: Big Data and Analytics Framework for Manufacturing
Figure 8: Connected Manufacturing Data Analytics Platforms 2017 - 2022

Tables

Table 1: Global Connected Manufacturing Market
Table 2: End-User by Type of Product 2017 – 2022
Table 3: Consulting Services in Connected Manufacturing 2017 - 2022
Table 4: Installation/Expansion of Connectivity Systems in Connected Manufacturing 2017 - 2022
Table 5: Sensor, Embedded Devices, and Wearables in Connected Manufacturing 2017 - 2022
Table 6: Regional Market for Connected Manufacturing 2017 - 2022
Table 7: End-user Revenue by Application Type 2017 - 2022
Table 8: Big Data in Connected Manufacturing 2017 - 2022

Cloud Computing in Industrial IoT 2017 – 2022

1 Overview
1.1 Cloud Computing
1.2 Cloud Computing Structure
1.3 Traditional Industrial IoT Challenges
1.4 Cloud Computing in Industrial IoT
1.5 Consumer vs. Industrial Cloud Platforms
1.6 Evolution of Fog Computing
1.7 IIoT Cloud Computing Benefits
1.8 Industrial Internet and IIoT
2 IIoT Cloud Computing Ecosystem
2.1 IIoT Cloud Computing Services
2.1.1 Infrastructure as a Service
2.1.2 Platform as a Service
2.1.3 Software as a Service
2.2 Cloud Computing Deployment
2.3 IIoT Cloud Computing Applications
2.4 Cloud Manufacturing
2.5 Software Defined IIoT and Industry 4.0
2.6 Smart Connected Enterprise and Workplace
2.7 Cloud Technology in Robotics
2.8 Artificial Intelligence and IIoT Solutions
2.9 IIoT Cloud Computing Challenges
2.10 IIoT Cloud Computing Pricing Models
3 Industrial IoT Cloud Computing Market
3.1 Cloud Computing in IIoT Global Market Forecasts
3.1.1 Combined Cloud IIoT Market 2017 - 2022
3.1.2 Market by Service Segment 2017 - 2022
3.1.2.1 Infrastructure Market 2017 - 2022
3.1.2.2 Software Market 2017 - 2022
3.1.2.3 Platform Solution Market 2017 - 2022
3.1.3 Market by Cloud Type 2017 - 2022
3.1.3.1 Private Cloud Computing Market by Deployment 2017 - 2022
3.1.3.2 Public Cloud Computing Market by Deployment 2017 - 2022
3.1.3.3 Hybrid Cloud Computing Market by Deployment 2017 - 2022
3.1.4 Market by Industry Vertical 2017 - 2022
3.1.4.1 Manufacturing Market by Sub-sector 2017 - 2022
3.1.4.2 Utilities Market by Sub-sector 2017 - 2022
3.2 Cloud Computing in IIoT Regional Market Forecasts
3.2.1 Market by Region 2017 - 2022
3.2.1.1 North America Market Forecast by Service Segment, Cloud Type, Industry Vertical, and Country 2017 - 2022
3.2.1.2 Europe Market Forecast by Service Segment, Cloud Type, Industry Vertical, and Country 2017 - 2022
3.2.1.3 APAC Market Forecast by Service Segment, Cloud Type, Industry Vertical, and Country 2017 - 2022
3.2.1.4 RoW Market Forecast by Service Segment, Cloud Type, Industry Vertical, and Country 2017 - 2022
3.2.2 Top Ten Markets
4 IIoT Cloud Connected Devices/Things Forecasts
4.1 Connected Device Forecasts 2017 – 2022
4.1.1 Total Cloud Connected Devices 2017 - 2022
4.1.2 Cloud Connected Devices by Type 2017 - 2022
4.1.3 Cloud Connected Devices by Industry Vertical 2017 - 2022
4.1.4 Cloud Connected Devices by Region 2017 - 2022
4.1.4.1 North America Cloud Connected Devices by Country 2017 - 2022
4.1.4.2 Europe Cloud Connected Devices by Country 2017 - 2022
4.1.4.3 APAC Cloud Connected Devices by Country 2017 - 2022
4.1.4.4 RoW Cloud Connected Devices by Country 2017 - 2022
4.2 Connected Things/ Objects Forecasts
4.2.1 Total Cloud Connected Things/Objects 2017 - 2022
4.2.2 Cloud Connected Things/Objects by Industry Vertical 2017 - 2022
4.2.3 Cloud Connected Things/Objects by Region 2017 - 2022
4.2.3.1 North America Cloud Connected Things/Objects by Country 2017 - 2022
4.2.3.2 Europe Cloud Connected Things/Objects by Country 2017 - 2022
4.2.3.3 APAC Cloud Connected Things/Objects by Country 2017 - 2022
4.2.3.4 RoW Cloud Connected Things/Objects by Country 2017 - 2022
5 Company Analysis
5.1 Amazon Web Services
5.1.1 Company Overview
5.1.2 Product and Solutions
5.2 Cumulocity GmBH
5.2.1 Company Overview
5.2.2 Product and Solutions
5.3 CISCO Systems Inc.
5.3.1 Company Overview
5.3.2 Product and Solutions
5.4 SAP SE
5.4.1 Company Overview
5.4.2 Product and Solutions
5.5 Amplía Soluciones SL
5.5.1 Company Overview
5.5.2 Product and Solutions
5.6 General Electric
5.6.1 Company Overview
5.6.2 Product and Solutions
5.7 AT&T Inc.
5.7.1 Company Overview
5.7.2 Product and Solutions
5.8 Losant IoT Inc.
5.8.1 Company Overview
5.8.2 Product and Solutions
5.9 Thethings.io
5.9.1 Company Overview
5.9.2 Product and Solutions
5.10 XMPro
5.10.1 Company Overview
5.10.2 Product and Solutions
5.11 Siemens AG
5.11.1 Company Overview
5.11.2 Products and Services
5.12 Robert Bosch GmbH
5.12.1 Company Overview
5.12.2 Products and Solutions
5.13 IBM Corporation
5.13.1 Company Overview
5.13.2 Products and Solutions
5.14 Microsoft Corporation
5.14.1 Company Overview
5.14.2 Products and Solutions
5.15 C3IoT
5.15.1 Company Overview
5.15.2 Products and Solutions
5.16 Meshify
5.16.1 Company Overview
5.16.2 Products and Solutions
5.17 Sierra Wireless Inc.
5.17.1 Company Overview
5.17.2 Products and Solutions
5.18 Carriots
5.18.1 Company Overview
5.18.2 Products and Solutions
5.19 Intel Corporation
5.19.1 Company Overview
5.19.2 Products and Solutions
5.20 PTC
5.20.1 Company Overview
5.20.2 Products and Solutions
5.21 Uptake Technologies Inc.
5.21.1 Company Overview
5.21.2 Products and Solutions
5.22 TempolQ
5.22.1 Company Overview
5.22.2 Products and Solutions
5.23 Honeywell International
5.23.1 Company Overview
5.23.2 Products and Solutions
5.24 Enterox Systems
5.24.1 Company Overview
5.24.2 Products and Solutions
5.25 Aware360 Ltd.
5.25.1 Company Overview
5.25.2 Products and Solutions
5.26 XILINX Inc.
5.26.1 Company Overview
5.26.2 Products and Solutions
5.27 Echelon Corporation
5.27.1 Company Overview
5.27.2 Products and Solutions
5.28 Real Time Innovation
5.28.1 Company Overview
5.28.2 Products and Solutions
5.29 Fujitsu Ltd.
5.29.1 Company Overview
5.29.2 Products and Solutions
5.30 Reali Technologies Ltd
5.30.1 Company Overview
5.30.2 Products and Solutions
6 Conclusions and Recommendations

Figures

Figure 1: Cloud Computing Features
Figure 2: Cloud Computing Functions
Figure 3: Cloud Computing Infrastructure
Figure 4: IIoT Platform Components
Figure 5: IIoT Cloud Computing Architecture
Figure 6: Fog Computing Architecture
Figure 7: IIoT Cloud Computing Benefits
Figure 8: Global IIoT Cloud Computing Market 2017 – 2022
Figure 9 Global IIoT Cloud Connected Device 2017 - 2022
Figure 10: Global Cloud Connected IIoT Things/Objects 2017 - 2022
Figure 11: SAP HANA IoT Cloud Architecture
Figure 12: Bosch IoT Suite Framework
Figure 13: Intel IoT Platform Framework
Figure 14: Enterox IoT Cloud Framework
Figure 15: Fujitsu Connected Enterprise Solution
Figure 16: RealiteQ Technology Framework

Tables

Table 1: Global IIoT Cloud Computing Market by Service Segment 2017 - 2022
Table 2: Global IIoT Cloud Computing Infrastructure Market by Type 2017 - 2022
Table 3: Global IIoT Cloud Computing Software Market by Type 2017 - 2022
Table 4: Global IIoT Cloud Computing Market by Traffic Management Software Type 2017 - 2022
Table 5: Global IIoT Cloud Computing Platform Market by Solution Type 2017 - 2022
Table 6: Global IIoT Cloud Computing Platform Market by Cloud Type 2017 - 2022
Table 7: Global IIoT Private Cloud Computing Market by Deployment Type 2017 - 2022
Table 8: Global IIoT Public Cloud Computing Market by Deployment Type 2017 - 2022
Table 9: Global IIoT Hybrid Cloud Computing Market by Deployment Type 2017 - 2022
Table 10: Global IIoT Cloud Computing Market by Industry Vertical 2017 - 2022
Table 11: Global IIoT Cloud Computing Manufacturing Market by Vertical Sector 2017 - 2022
Table 12: Global IIoT Cloud Computing Utilities Market by Vertical Sector 2017 - 2022
Table 13: IIoT Cloud Computing Market by Region 2017 - 2022
Table 14: North America IIoT Cloud Computing Market by Service Segment 2017 - 2022
Table 15: North America IIoT Cloud Computing Infrastructure Market by Type 2017 - 2022
Table 16: North America IIoT Cloud Computing Software Market by Type 2017 - 2022
Table 17: North America IIoT Cloud Computing Market by Traffic Management Software Type 2017 - 2022
Table 18: North America IIoT Cloud Computing Platform Market by Solution Type 2017 - 2022
Table 19: North America IIoT Cloud Computing Platform Market by Cloud Type 2017 - 2022
Table 20: North America IIoT Private Cloud Computing Market by Deployment Type 2017 - 2022
Table 21: North America IIoT Public Cloud Computing Market by Deployment Type 2017 - 2022
Table 22: North America IIoT Hybrid Cloud Computing Market by Deployment Type 2017 - 2022
Table 23: North America IIoT Cloud Computing Market by Industry Vertical 2017 - 2022
Table 24: North America IIoT Cloud Computing Manufacturing Market by Vertical Sector 2017 - 2022
Table 25: North America IIoT Cloud Computing Utilities Market by Vertical Sector 2017 - 2022
Table 26: North America IIoT Cloud Computing Market by Country 2017 - 2022
Table 27: Europe IIoT Cloud Computing Market by Service Segment 2017 - 2022
Table 28: Europe IIoT Cloud Computing Infrastructure Market by Type 2017 - 2022
Table 29: Europe IIoT Cloud Computing Software Market by Type 2017 - 2022
Table 30: Europe IIoT Cloud Computing Market by Traffic Management Software Type 2017 - 2022
Table 31: Europe IIoT Cloud Computing Platform Market by Solution Type 2017 - 2022
Table 32: Europe IIoT Cloud Computing Platform Market by Cloud Type 2017 - 2022
Table 33: Europe IIoT Private Cloud Computing Market by Deployment Type 2017 - 2022
Table 34: Europe IIoT Public Cloud Computing Market by Deployment Type 2017 - 2022
Table 35: Europe IIoT Hybrid Cloud Computing Market by Deployment Type 2017 - 2022
Table 36: Europe IIoT Cloud Computing Market by Industry Vertical 2017 - 2022
Table 37: Europe IIoT Cloud Computing Manufacturing Market by Vertical Sector 2017 - 2022
Table 38: Europe IIoT Cloud Computing Utilities Market by Vertical Sector 2017 - 2022
Table 39: Europe IIoT Cloud Computing Market by Country 2017 - 2022
Table 40: APAC IIoT Cloud Computing Market by Service Segment 2017 - 2022
Table 41: APAC IIoT Cloud Computing Infrastructure Market by Type 2017 - 2022
Table 42: APAC IIoT Cloud Computing Software Market by Type 2017 - 2022
Table 43: APAC IIoT Cloud Computing Market by Traffic Management Software Type 2017 - 2022
Table 44: APAC IIoT Cloud Computing Platform Market by Solution Type 2017 - 2022
Table 45: APAC IIoT Cloud Computing Platform Market by Cloud Type 2017 - 2022
Table 46: APAC IIoT Private Cloud Computing Market by Deployment Type 2017 - 2022
Table 47: APAC IIoT Public Cloud Computing Market by Deployment Type 2017 - 2022
Table 48: APAC IIoT Hybrid Cloud Computing Market by Deployment Type 2017 - 2022
Table 49: APAC IIoT Cloud Computing Market by Industry Vertical 2017 - 2022
Table 50: APAC IIoT Cloud Computing Manufacturing Market by Vertical Sector 2017 - 2022
Table 51: APAC IIoT Cloud Computing Utilities Market by Vertical Sector 2017 - 2022
Table 52: APAC IIoT Cloud Computing Market by Country 2017 - 2022
Table 53: RoW IIoT Cloud Computing Market by Service Segment 2017 - 2022
Table 54: RoW IIoT Cloud Computing Infrastructure Market by Type 2017 - 2022
Table 55: RoW IIoT Cloud Computing Software Market by Type 2017 - 2022 53
Table 56: RoW IIoT Cloud Computing Market by Traffic Management Software Type 2017 - 2022
Table 57: RoW IIoT Cloud Computing Platform Market by Solution Type 2017 - 2022
Table 58: RoW IIoT Cloud Computing Platform Market by Cloud Type 2017 - 2022
Table 59: RoW IIoT Private Cloud Computing Market by Deployment Type 2017 - 2022
Table 60: RoW IIoT Public Cloud Computing Market by Deployment Type 2017 - 2022
Table 61: RoW IIoT Hybrid Cloud Computing Market by Deployment Type 2017 - 2022
Table 62: RoW IIoT Cloud Computing Market by Industry Vertical 2017 - 2022
Table 63: RoW IIoT Cloud Computing Manufacturing Market by Vertical Sector 2017 - 2022
Table 64: RoW IIoT Cloud Computing Utilities Market by Vertical Sector 2017 - 2022
Table 65: RoW IIoT Cloud Computing Market by Region 2017 - 2022
Table 66: RoW IIoT Cloud Computing Market by Country 2017 - 2022
Table 67: Top Ten IIoT Cloud Computing Market 2017 - 2022
Table 68: Global IIoT Cloud Connected Devices by Type 2017 – 2022
Table 69: Global IIoT Cloud Connected Device by Industry Vertical 2017 – 2022
Table 70: IIoT Cloud Connected Device by Region 2017 – 2022
Table 71: North America IIoT Cloud Connected Device by Country 2017 – 2022
Table 72: Europe IIoT Cloud Connected Device by Country 2017 – 2022
Table 73: APAC IIoT Cloud Connected Device by Country 2017 – 2022
Table 74: RoW IIoT Cloud Connected Device by Country 2017 – 2022
Table 75: Global IIoT Cloud Connected Things/Objects by Industry Vertical 2017 – 2022
Table 76: IIoT Cloud Connected Things/Objects by Region 2017 – 2022
Table 77: North America IIoT Cloud Connected Things/Objects by Country 2017 – 2022
Table 78: Europe IIoT Cloud Connected Things/Objects by Country 2017 – 2022
Table 79: APAC IIoT Cloud Connected Things/Objects by Country 2017 – 2022
Table 80: RoW IIoT Cloud Connected Things/Objects by Country 2017 – 2022
Table 81: Intel NAMD System

Cloud Robotics 2017 – 2022

1 Introduction
1.1 Cloud Robotics Overview
1.2 Traditional vs. Cloud Robotics
1.2.1 Evolution from Networked Robotics to Cloud Robotics
1.3 Cloud Robotics Architecture
1.3.1 System Architecture
1.3.2 Functional Architecture
1.3.3 Elastic Computing Architecture
1.3.4 Cloud Robotics as a System
1.3.5 Cloud Robotics Prototyping
1.4 Robot Types
1.5 Cloud Technology in Robotics
1.6 AI and Machine Learning Solution
1.7 Connectivity Technology including 5G
1.8 Industrial Automation and Cloud Robotics
1.8.1 Threats to Outsourcing Market
1.9 IoT, Industrial IoT and Cloud Robotics
1.10 Collaborative Robots
1.11 Market Challenges and Opportunities
2 Cloud Robotics Ecosystem Analysis
2.1 Market Segmentation
2.2 Ecosystem and Players
2.3 Most Likely Applications
2.4 Anticipated Regional Adoption
2.5 Emerging Cloud Robotics Business Models
2.6 Robotics Production
2.7 Robotics Cost Structure
2.8 Robotics ROI
2.9 Cloud Robotics Intellectual Property
2.10 Research and Development Activities
3 Cloud Robotics Market 2017 – 2022
3.1 Global Market Forecast 2017 – 2022
3.1.1 Aggregated Market
3.1.2 Cloud Robotics Market by Segment
3.1.2.1 Cloud Robotics Hardware Market
3.1.2.1.1 Cloud Robotics Device Market
3.1.2.1.2 Stationary Cloud Robot Market
3.1.2.1.3 Wheeled Cloud Robot Market
3.1.2.1.4 Legged Cloud Robot Market
3.1.2.1.5 Cloud Robotics Component Market
3.1.2.2 Robotics Software Market
3.1.2.2.1 Cloud Robotics Application Software Market
3.1.2.2.2 Integrated Cloud Virtual Robot Market
3.1.2.3 Robotics Service Market
3.1.3 Cloud Robotics Market by Implementation Module
3.1.4 Cloud Robotics Market by Connectivity Technology
3.1.4.1 Cellular Connectivity Technology Market for Cloud Robotics
3.1.5 Cloud Robotics Market by Business Model
3.1.6 Cloud Robotics Market by Deployment Model
3.1.6.1 Public Cloud Robotics Market by Business Model
3.1.6.2 Private Cloud Robotics Market by Business Model
3.1.6.3 Hybrid Cloud Robotics Market by Business Model
3.1.6.4 Community Cloud Robotics Market by Business Model
3.1.7 Cloud Robotics Market by Application Sector
3.1.7.1 Industrial Cloud Robotics Market by Industry Vertical
3.1.7.2 Professional Service Cloud Robotics Market by Industry Vertical
3.1.7.3 Personal Service Cloud Robotics Market by Industry Vertical
3.1.7.4 Military and Government Cloud Robotics Market by Industry Vertical
3.2 Regional Cloud Robotics Market Forecast
3.2.1 Cloud Robotics Market by Region 2017 - 2022
3.2.2 Europe Cloud Robotics Market Forecasts 2017 - 2022
3.2.3 North America Cloud Robotics Market Forecasts 2017 - 2022
3.2.4 APAC Cloud Robotics Market Forecasts 2017 - 2022
3.2.5 Middle East and Africa Cloud Robotics Market Forecasts 2017 - 2022
3.2.6 Latin America Cloud Robotics Market Forecasts 2017 - 2022
4 Company Analysis
4.1 Rockwell Automation Inc.
4.2 KUKA AG
4.3 ABB Group
4.4 FANUC Corporation
4.5 Yaskawa Electric Corporation
4.6 Universal Robots
4.7 Tend.ai
4.8 Rapyuta Robotics Co. Ltd.
4.9 HotBlack Robotics Srl
4.10 Calvary Robotics
4.11 Motion Controls Robotics Inc.
4.12 Wolf Robotics LLC
4.13 Tech-Con Automation Inc.
4.14 Matrix Industrial Automation
4.15 Automation IG
4.16 Ortelio Ltd
4.17 SoftBank Robotics Holding Corp.
4.18 iRobot Corp.
4.19 Google Inc.
4.20 IBM Corporation
4.21 Microsoft Corporation
4.22 Ecovacs Robotics Inc.
4.23 CloudMinds
4.24 Ozobot & Evollve Inc.
4.25 Segway Inc. and Ninebot
4.26 Erle Robotics
4.27 Adept Technology
4.28 Ekso Bionics
4.29 Lockheed Martin
4.30 Mazor Robotics
4.31 Pv-Kraftwerker
4.32 ReconRobotics Inc.
4.33 Seegrid
4.34 Spacex
5 Conclusions and Recommendations
6 Appendix
6.1 Total Robot Shipments
6.2 Robot Shipments by Type
6.2.1 Stationary Robot Shipments by Type
6.2.2 Wheeled Robot Shipments by Type
6.2.3 Legged Robot Shipments by Type
6.3 Robot Shipments by Application Segment
6.3.1 Industrial Robot Shipments by Industry Vertical
6.3.2 Professional Service Robot Shipments by Industry Vertical
6.3.3 Personal Service Robot Shipments by Industry Vertical
6.3.4 Military and Government Robot Shipments by Industry Vertical
6.4 Robot Shipments by Region
6.4.1 APAC Robot Shipments Forecast
6.4.2 Europe Robot Shipments Forecast
6.4.3 North America Robot Shipments Forecast
6.4.4 Middle East and Africa Robot Shipments Forecast
6.4.5 Latin America Robot Shipments Forecast

Figures

Figure 1: Cloud Robotics System Architecture
Figure 2: Cloud Robotics Functional Diagram
Figure 3: Elastic Model for Cloud Robotics Implementation
Figure 4: Cloud Robotics as a System Architecture
Figure 5: Cloud Robotics Development Prototype
Figure 6: Robots by Type and Function
Figure 7: Global Cloud Robotics Market 2017 – 2022
Figure 8: Global Robot Shipments 2017 – 2022

Tables

Table 1: Top Ten Cloud Robotics Countries
Table 2: Top Ten Emerging Countries for Cloud Robotics
Table 3: Robotics Automation Project ROI Calculator Framework
Table 4: Robotics Automation Project Cash Flow Framework
Table 5: Global Cloud Robotics Market by Segment 2017 - 2022
Table 6: Global Cloud Robotics Hardware Market by Type 2017 - 2022
Table 7: Global Cloud Robotics Market by Device Type 2017 - 2022
Table 8: Global Cloud Robotics Device Market by Type of Stationary Robot 2017 - 2022
Table 9: Global Cloud Robotics Device Market by Type of Wheeled Robot 2017 - 2022
Table 10: Global Cloud Robotics Device Market by Type of Legged Robot 2017 - 2022
Table 11: Global Cloud Robotics Market by Component Type 2017 - 2022
Table 12: Global Cloud Robotics Software Market by Type 2017 - 2022
Table 13: Global Cloud Robotics Application Software Market by Type 2017 - 2022
Table 14: Global Cloud Robotics Market by Type of Integrated Virtual Robot 2017 - 2022
Table 15: Global Cloud Robotics Service Market by Type 2017 - 2022
Table 16: Global Cloud Robotics Market by Implementation Module 2017 - 2022
Table 17: Global Cloud Robotics Market by Connectivity Technology 2017 - 2022
Table 18: Global Cloud Robotics Market by Cellular Connectivity Technology 2017 - 2022
Table 19: Global Cloud Robotics Market by Business Model 2017 - 2022
Table 20: Global Cloud Robotics Market by Deployment Model 2017 - 2022
Table 21: Global Public Cloud Robotics Market by Business Model 2017 - 2022
Table 22: Global Private Cloud Robotics Market by Business Model 2017 - 2022
Table 23: Global Hybrid Cloud Robotics Market by Business Model 2017 - 2022
Table 24: Global Community Cloud Robotics Market by Business Model 2017 - 2022
Table 25: Global Cloud Robotics Market by Application Sector 2017 - 2022
Table 26: Global Industrial Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 27: Global Professional Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 28: Global Personal Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 29: Global Military and Government Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 30: Cloud Robotics Market by Region 2017 - 2022
Table 31: Europe Cloud Robotics Market by Segment 2017 - 2022
Table 32: Europe Cloud Robotics Hardware Market by Type 2017 - 2022
Table 33: Europe Cloud Robotics Market by Device Type 2017 - 2022
Table 34: Europe Cloud Robotics Device Market by Type of Stationary Robot 2017 - 2022
Table 35: Europe Cloud Robotics Device Market by Type of Wheeled Robot 2017 - 2022
Table 36: Europe Cloud Robotics Device Market by Type of Legged Robot 2017 - 2022
Table 37: Europe Cloud Robotics Market by Component Type 2017 - 2022
Table 38: Europe Cloud Robotics Software Market by Type 2017 - 2022
Table 39: Europe Cloud Robotics Application Software Market by Type 2017 - 2022
Table 40: Europe Cloud Robotics Market by Type of Integrated Virtual Robot 2017 - 2022
Table 41: Europe Cloud Robotics Service Market by Type 2017 - 2022
Table 42: Europe Cloud Robotics Market by Implementation Module 2017 - 2022
Table 43: Europe Cloud Robotics Market by Connectivity Technology 2017 - 2022
Table 44: Europe Cloud Robotics Market by Cellular Connectivity Technology 2017 - 2022
Table 45: Europe Cloud Robotics Market by Business Model 2017 - 2022
Table 46: Europe Cloud Robotics Market by Deployment Model 2017 - 2022
Table 47: Europe Public Cloud Robotics Market by Business Model 2017 - 2022
Table 48: Europe Private Cloud Robotics Market by Business Model 2017 - 2022
Table 49: Europe Hybrid Cloud Robotics Market by Business Model 2017 - 2022
Table 50: Europe Community Cloud Robotics Market by Business Model 2017 - 2022
Table 51: Europe Cloud Robotics Market by Application Sector 2017 - 2022
Table 52: Europe Industrial Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 53: Europe Professional Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 54: Europe Personal Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 55: Europe Military and Government Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 56: Europe Cloud Robotics Market by Country 2017 - 2022
Table 57: North America Cloud Robotics Market by Segment 2017 - 2022
Table 58: North America Cloud Robotics Hardware Market by Type 2017 - 2022
Table 59: North America Cloud Robotics Market by Device Type 2017 - 2022
Table 60: North America Cloud Robotics Device Market by Type of Stationary Robot 2017 - 2022
Table 61: North America Cloud Robotics Device Market by Type of Wheeled Robot 2017 - 2022
Table 62: North America Cloud Robotics Device Market by Type of Legged Robot 2017 - 2022
Table 63: North America Cloud Robotics Market by Component Type 2017 - 2022
Table 64: North America Cloud Robotics Software Market by Type 2017 - 2022
Table 65: North America Cloud Robotics Application Software Market by Type 2017 - 2022
Table 66: North America Cloud Robotics Market by Type of Integrated Virtual Robot 2017 - 2022
Table 67: North America Cloud Robotics Service Market by Type 2017 - 2022
Table 68: North America Cloud Robotics Market by Implementation Module 2017 - 2022
Table 69: North America Cloud Robotics Market by Connectivity Technology 2017 - 2022
Table 70: North America Cloud Robotics Market by Cellular Connectivity Technology 2017 - 2022
Table 71: North America Cloud Robotics Market by Business Model 2017 - 2022
Table 72: North America Cloud Robotics Market by Deployment Model 2017 - 2022
Table 73: North America Public Cloud Robotics Market by Business Model 2017 - 2022
Table 74: North America Private Cloud Robotics Market by Business Model 2017 - 2022
Table 75: North America Hybrid Cloud Robotics Market by Business Model 2017 - 2022
Table 76: North America Community Cloud Robotics Market by Business Model 2017 - 2022
Table 77: North America Cloud Robotics Market by Application Sector 2017 - 2022
Table 78: North America Industrial Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 79: North America Professional Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 80: North America Personal Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 81: North America Military and Government Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 82: North America Cloud Robotics Market by Country 2017 - 2022
Table 83: APAC Cloud Robotics Market by Segment 2017 - 2022
Table 84: APAC Cloud Robotics Hardware Market by Type 2017 - 2022
Table 85: APAC Cloud Robotics Market by Device Type 2017 - 2022
Table 86: APAC Cloud Robotics Device Market by Type of Stationary Robot 2017 - 2022
Table 87: APAC Cloud Robotics Device Market by Type of Wheeled Robot 2017 - 2022
Table 88: APAC Cloud Robotics Device Market by Type of Legged Robot 2017 - 2022
Table 89: APAC Cloud Robotics Market by Component Type 2017 - 2022
Table 90: APAC Cloud Robotics Software Market by Type 2017 - 2022
Table 91: APAC Cloud Robotics Application Software Market by Type 2017 - 2022
Table 92: APAC Cloud Robotics Market by Type of Integrated Virtual Robot 2017 - 2022
Table 93: APAC Cloud Robotics Service Market by Type 2017 - 2022
Table 94: APAC Cloud Robotics Market by Implementation Module 2017 - 2022
Table 95: APAC Cloud Robotics Market by Connectivity Technology 2017 - 2022
Table 96: APAC Cloud Robotics Market by Cellular Connectivity Technology 2017 - 2022
Table 97: APAC Cloud Robotics Market by Business Model 2017 - 2022
Table 98: APAC Cloud Robotics Market by Deployment Model 2017 - 2022
Table 99: APAC Public Cloud Robotics Market by Business Model 2017 - 2022
Table 100: APAC Private Cloud Robotics Market by Business Model 2017 - 2022
Table 101: APAC Hybrid Cloud Robotics Market by Business Model 2017 - 2022
Table 102: APAC Community Cloud Robotics Market by Business Model 2017 - 2022
Table 103: APAC Cloud Robotics Market by Application Sector 2017 - 2022
Table 104: APAC Industrial Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 105: APAC Professional Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 106: APAC Personal Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 107: APAC Military and Government Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 108: APAC Cloud Robotics Market by Country 2017 - 2022
Table 109: MEA Cloud Robotics Market by Segment 2017 - 2022
Table 110: MEA Cloud Robotics Hardware Market by Type 2017 - 2022
Table 111: MEA Cloud Robotics Market by Device Type 2017 - 2022
Table 112: MEA Cloud Robotics Device Market by Type of Stationary Robot 2017 - 2022
Table 113: MEA Cloud Robotics Device Market by Type of Wheeled Robot 2017 - 2022
Table 114: MEA Cloud Robotics Device Market by Type of Legged Robot 2017 - 2022
Table 115: MEA Cloud Robotics Market by Component Type 2017 - 2022
Table 116: MEA Cloud Robotics Software Market by Type 2017 - 2022
Table 117: MEA Cloud Robotics Application Software Market by Type 2017 - 2022
Table 118: MEA Cloud Robotics Market by Type of Integrated Virtual Robot 2017 - 2022
Table 119: MEA Cloud Robotics Service Market by Type 2017 - 2022
Table 120: MEA Cloud Robotics Market by Implementation Module 2017 - 2022
Table 121: MEA Cloud Robotics Market by Connectivity Technology 2017 - 2022
Table 122: MEA Cloud Robotics Market by Cellular Connectivity Technology 2017 - 2022
Table 123: MEA Cloud Robotics Market by Business Model 2017 - 2022
Table 124: MEA Cloud Robotics Market by Deployment Model 2017 - 2022
Table 125: MEA Public Cloud Robotics Market by Business Model 2017 - 2022
Table 126: MEA Private Cloud Robotics Market by Business Model 2017 - 2022
Table 127: MEA Hybrid Cloud Robotics Market by Business Model 2017 - 2022
Table 128: MEA Community Cloud Robotics Market by Business Model 2017 - 2022
Table 129: MEA Cloud Robotics Market by Application Sector 2017 - 2022
Table 130: MEA Industrial Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 131: MEA Professional Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 132: MEA Personal Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 133: MEA Military and Government Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 134: MEA Cloud Robotics Market by Country 2017 - 2022
Table 135: Latin America Cloud Robotics Market by Segment 2017 - 2022
Table 136: Latin America Cloud Robotics Hardware Market by Type 2017 - 2022
Table 137: Latin America Cloud Robotics Market by Device Type 2017 - 2022
Table 138: Latin America Cloud Robotics Device Market by Type of Stationary Robot 2017 - 2022
Table 139: Latin America Cloud Robotics Device Market by Type of Wheeled Robot 2017 - 2022
Table 140: Latin America Cloud Robotics Device Market by Type of Legged Robot 2017 - 2022
Table 141: Latin America Cloud Robotics Market by Component Type 2017 - 2022
Table 142: Latin America Cloud Robotics Software Market by Type 2017 - 2022
Table 143: Latin America Cloud Robotics Application Software Market by Type 2017 - 2022
Table 144: Latin America Cloud Robotics Market by Type of Integrated Virtual Robot 2017 - 2022
Table 145: Latin America Cloud Robotics Service Market by Type 2017 - 2022
Table 146: Latin America Cloud Robotics Market by Implementation Module 2017 - 2022
Table 147: Latin America Cloud Robotics Market by Connectivity Technology 2017 - 2022
Table 148: Latin America Cloud Robotics Market by Cellular Connectivity Technology 2017 - 2022
Table 149: Latin America Cloud Robotics Market by Business Model 2017 - 2022
Table 150: Latin America Cloud Robotics Market by Deployment Model 2017 - 2022
Table 151: Latin America Public Cloud Robotics Market by Business Model 2017 - 2022
Table 152: Latin America Private Cloud Robotics Market by Business Model 2017 - 2022
Table 153: Latin America Hybrid Cloud Robotics Market by Business Model 2017 - 2022
Table 154: Latin America Community Cloud Robotics Market by Business Model 2017 - 2022
Table 155: Latin America Cloud Robotics Market by Application Sector 2017 - 2022
Table 156: Latin America Industrial Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 157: Latin America Professional Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 158: Latin America Personal Service Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 159: Latin America Military and Government Cloud Robotics Market by Industry Vertical 2017 - 2022
Table 160: Latin America Cloud Robotics Market by Country 2017 - 2022
Table 161: Global Robot Shipments by Type 2017 - 2022
Table 162: Global Stationary Robot Shipments by Type 2017 - 2022
Table 163: Global Wheeled Robot Shipments by Type 2017 - 2022
Table 164: Global Legged Robot Shipments by Type 2017 - 2022
Table 165: Global Robot Shipments by Application Segment 2017 - 2022
Table 166: Global Industrial Robot Shipments by Industry Vertical 2017 - 2022
Table 167: Global Professional Service Robot Shipments by Industry Vertical 2017 - 2022
Table 168: Global Personal Service Robot Shipments by Industry Vertical 2017 - 2022
Table 169: Global Military and Government Robot Shipments by Industry Vertical 2017 - 2022
Table 170: Robot Shipments by Region 2017 - 2022
Table 171: APAC Robot Shipments by Type 2017 - 2022
Table 172: APAC Stationary Robot Shipments by Type 2017 - 2022
Table 173: APAC Wheeled Robot Shipments by Type 2017 - 2022
Table 174: APAC Legged Robot Shipments by Type 2017 - 2022
Table 175: APAC Robot Shipments by Application Segment 2017 - 2022
Table 176: APAC Industrial Robot Shipments by Industry Vertical 2017 - 2022
Table 177: APAC Professional Service Robot Shipments by Industry Vertical 2017 - 2022
Table 178: APAC Personal Service Robot Shipments by Industry Vertical 2017 - 2022
Table 179: APAC Military and Government Robot Shipments by Industry Vertical 2017 - 2022
Table 180: APAC Robot Shipments by Country 2017 - 2022
Table 181: Europe Robot Shipments by Type 2017 - 2022
Table 182: Europe Stationary Robot Shipments by Type 2017 - 2022
Table 183: Europe Wheeled Robot Shipments by Type 2017 - 2022
Table 184: Europe Legged Robot Shipments by Type 2017 - 2022
Table 185: Europe Robot Shipments by Application Segment 2017 - 2022
Table 186: Europe Industrial Robot Shipments by Industry Vertical 2017 - 2022
Table 187: Europe Professional Service Robot Shipments by Industry Vertical 2017 - 2022
Table 188: Europe Personal Service Robot Shipments by Industry Vertical 2017 - 2022
Table 189: Europe Military and Government Robot Shipments by Industry Vertical 2017 - 2022
Table 190: Europe Robot Shipments by Country 2017 - 2022
Table 191: North America Robot Shipments by Type 2017 - 2022
Table 192: North America Stationary Robot Shipments by Type 2017 - 2022
Table 193: North America Wheeled Robot Shipments by Type 2017 - 2022
Table 194: North America Legged Robot Shipments by Type 2017 - 2022
Table 195: North America Robot Shipments by Application Segment 2017 - 2022
Table 196: North America Industrial Robot Shipments by Industry Vertical 2017 - 2022
Table 197: North America Professional Service Robot Shipments by Industry Vertical 2017 - 2022
Table 198: North America Personal Service Robot Shipments by Industry Vertical 2017 - 2022
Table 199: North America Military and Government Robot Shipments by Industry Vertical 2017 - 2022
Table 200: North America Robot Shipments by Country 2017 - 2022
Table 201: MEA Robot Shipments by Type 2017 - 2022
Table 202: MEA Stationary Robot Shipments by Type 2017 - 2022
Table 203: MEA Wheeled Robot Shipments by Type 2017 - 2022
Table 204: MEA Legged Robot Shipments by Type 2017 - 2022
Table 205: MEA Robot Shipments by Application Segment 2017 - 2022
Table 206: MEA Industrial Robot Shipments by Industry Vertical 2017 - 2022
Table 207: MEA Professional Service Robot Shipments by Industry Vertical 2017 - 2022
Table 208: MEA Personal Service Robot Shipments by Industry Vertical 2017 - 2022
Table 209: MEA Military and Government Robot Shipments by Industry Vertical 2017 - 2022
Table 210: MEA Robot Shipments by Country 2017 - 2022
Table 211: Latin America Robot Shipments by Type 2017 - 2022
Table 212: Latin America Stationary Robot Shipments by Type 2017 - 2022
Table 213: Latin America Wheeled Robot Shipments by Type 2017 - 2022
Table 214: Latin America Legged Robot Shipments by Type 2017 - 2022
Table 215: Latin America Robot Shipments by Application Segment 2017 - 2022
Table 216: Latin America Industrial Robot Shipments by Industry Vertical 2017 - 2022
Table 217: Latin America Professional Service Robot Shipments by Industry Vertical 2017 - 2022
Table 218: Latin America Personal Service Robot Shipments by Industry Vertical 2017 - 2022
Table 219: Latin America Military and Government Robot Shipments by Industry Vertical 2017 - 2022
Table 220: Latin America Robot Shipments by Country 2017 - 2022

Teleoperation and Telerobotics in Industrial Internet of Things (IIoT)

1.0 EXECUTIVE SUMMARY
2.0 OVERVIEW OF INDUSTRIAL IOT (IIOT)
2.1 HOW INDUSTRIAL IOT (IIOT) IS DIFFERENT FROM CONSUMER IOT?
2.2 TECHNOLOGY TRANSFORMATION: WIRED AND WIRELESS
2.3 INDUSTRIAL PRODUCTIVITY AND IIOT ECONOMIC CONTRIBUTION
2.4 INDUSTRIAL EFFICIENCY AND IIOT
2.5 IIOT ADOPTION TRENDS GLOBALLY
2.6 INDUSTRY 4.0 AND AUTOMATION
2.7 INDUSTRIAL REVOLUTION AND MIGRATION
2.8 IIOT BUILDING BLOCKS
2.9 INDUSTRIAL AUTOMATION AND IIOT
2.10 HUMAN ASPECT OF IIOT
2.11 INTEGRATED DIGITAL AND HUMAN WORKFORCE
2.12 WEARABLE TECHNOLOGY AND IIOT
2.13 WORKFORCE AUGMENTATION
2.14 HYBRID INDUSTRY AND ROBOTICS
2.15 DRONE LOGISTICS
3.0 TELEOPERATION AND TELEROBOTICS
3.1 TELEROBOTICS
3.1.1 AGILE ROBOTS: MOVE LIKE HUMANS IN DANGEROUS ENVIRONMENTS
3.1.2 COLLABORATIVE INDUSTRIAL ROBOTS (COBOTS)
3.2 TELEPRESENCE
3.3 TELEOPERATION
3.4 TELEMANIPULATOR
3.5 INTERNET TELEROBOTICS
3.6 THE WEB AND TELEROBOTICS
3.7 REAL-TIME TRANSPORT PROTOCOL (RTP)
3.8 TECHNICAL ARCHITECTURE OF TELEROBITCS SYSTEM
3.8.1 TELEROBOT
3.8.2 WEB CLIENT
3.8.3 COMMUNICATIONS
3.8.4 TRANSMISSION PROTOCOL
3.9 BILATERAL CONTROL AND HAPTIC FEEDBACK
3.9.1 THE ROBONAUT CASE
3.10 UNILATERAL VS. BILATERAL MODEL
3.10.1 PERFORMANCE MATRIX
4.0 ROLE OF TELEOPERATION AND TELEROBOTICS
4.1 THE ROLE OF TELEROBOTICS IN INDUSTRIAL AUTOMATION
4.2 IMPACT ON LOGISTICS AND SUPPLY CHAIN
4.3 INDUSTRIAL PRODUCER/CONSUMER (PROSUMER) VALUE CHAIN
4.4 EMPLOYMENT TRANSFORMATION AND THE FUTURE FOR FACTORY WORKERS
4.5 CLEAR PRODUCTION
4.6 MANUFACTURING SUPPLY CHAIN AND ROBOTICS
4.7 CONNECTED SERVICE AND TELEOPERATION
4.8 BENEFITS AND DRAWBACKS
4.9 FOG COMPUTING
4.10 SWARM COMPUTING
5.0 TELEOPERATION AND TELEROBOTICS MARKET AND FORECASTS 2016 - 2021 40
5.1 IIOT TELEOPERATION AND TELEROBOTICS MARKET 40
5.1.1 GLOBAL INDUSTRIAL IOT MARKET AND TECHNOLOGY
5.1.2 IIOT TELEOPERATION AND TELEROBOTICS SOLUTION MARKET AND CORE TECHNOLOGY
5.1.3 TECHNOLOGIES USED IN IIOT TELEOPERATION AND TELEROBOTICS SOLUTIONS
5.1.4 IIOT TELEOPERATION AND TELEROBOTICS SOLUTION BY SEGMENTS
5.1.5 IIOT TELEOPERATION AND TELEROBOTICS SOLUTION BY REGION
5.1.6 INDUSTRIAL IOT CONNECTION BASE
5.1.7 INVESTMENT AND DEAL INTO INDUSTRIAL IOT
5.2 TECHNOLOGY APPLICATION
5.2.1 IIOT TELEOPERATION AND TELEROBOTICS SOLUTION BY TECHNOLOGY AND APPLICATION
5.2.2 SPACE TECHNOLOGY
5.2.3 VIDEOCONFERENCING
5.2.4 MARINE ROBOTICS
5.2.5 ROBOTIC IN HEALTHCARE
5.2.6 OTHER AREAS
5.3 INDUSTRY VERTICAL
5.3.1 TELEOPERATION AND TELEROBOTICS SOLUTION BY INDUSTRY VERTICAL
5.3.2 TRANSPORTATION
5.3.3 NUCLEAR OPERATIONS
5.3.4 ENERGY AND POWER OPERATIONS
5.3.5 AEROSPACE & DEFENSE
5.3.6 UNDERWATER FACILITIES
5.3.7 MAINTENANCE AND REPAIR
5.3.8 MANUFACTURING
5.3.9 RETAIL
5.3.10 HEALTHCARE
5.3.11 OIL AND GAS
5.3.12 METALS AND MINING
5.3.13 AGRICULTURE
5.4 TELEOPERATION AND TELEROBOTICS DRIVEN MARKET
5.4.1 ARTIFICIAL INTELLIGENCE (AI) IN TELEOPERATION AND TELEROBOTICS SOFTWARE SOLUTIONS
5.4.2 SMART MACHINE AND MACHINE LEARNING IN TELEOPERATION AND TELEROBOTICS
5.4.3 INVESTMENT IN INDUSTRIAL ROBOTICS
6.0 IMPACT OF TELEOPERATION AND TELEROBOTICS
6.1 TECHNOLOGIES DRIVING AND FACILITATING HYPER AUTOMATION
6.2 RISE OF THE HYBRID ENTERPRISE TO OPTIMIZE IIOT
6.3 INTELLIGENT HUMAN WORKFORCE WILL BE AUGMENTED BY AI AND ROBOTS
6.4 DRONE LOGISTICS TO BECOME COMMON FOR B2B AS WELL AS B2C
6.5 INDUSTRIAL ROBOTICS REMAINS THE KEY AREA OF FOCUS
6.6 RISE OF THE SMART MACHINE DRIVEN FACTORY OF THE FUTURE
6.7 THE INDUSTRIAL CONSUMER: ENGAGEMENT THROUGOUT THE PRODUCT LIFECYCLE
6.8 A TRANSFORMATION TO AN OUTCOME ECONOMY
6.9 INFORMATION TECHNOLOGY (IT) & OPERATIONAL TECHNOLOGY (OT) CONVERGENCE
6.10 NEW STAKEHOLDERS EMERGE AND NEW RELATIONSHIPS DEVELOP
7.0 CONCLUSIONS AND RECOMMENDATIONS
7.1 NEED FOR ENHANCED OPERATIONAL SUPPORT
7.2 IIOT: DON'T FORGET THE CONSUMER

Figures

Figure 1: Telerobotics System Architecture
Figure 2: Web Based Robotic System
Figure 3: Fog Computing Architecture
Figure 4: Installed IIoT Connection base 2016 - 2021
Figure 4: Deals and Total Investment in IIoT Sectors 2012 - 2015
Figure 6: Total Investment in IIoT Robotics Sector 2016 - 2021

Tables

Table 1: Global Industrial IoT Total Market by Core Technology 2016 - 2021
Table 2: Teleoperation and Telerobotics Market by Core Technology 2016 - 2021
Table 3: Teleoperation and Telerobotics Solution Technologies
Table 4: Teleoperation and Telerobotics Solution by Segment 2016 - 2021
Table 5: Teleoperation and Telerobotics Solution Market by Region 2016 - 2021
Table 6: Teleoperation and Telerobotics by Sector/Tech/App 2016 - 2021
Table 7: Teleoperation and Telerobotics Solution by Industry Vertical 2016 - 2021
Table 8: AI in Teleoperation and Telerobotics Software Market 2016 - 2021
Table 9: Smart Machines in Teleoperation and Telerobotics Market 2016 - 2021

Virtual Twinning: IoT enabled Physical to Virtual Mapping and Management 2017 – 2022

1 Executive Summary
2 Introduction
2.1 Understanding Digital Twinning
2.1.1 Importance of Digital Twinning
2.1.2 Mapping Real World to Virtual World
2.2 Important Concepts
2.2.1 Cognitive Digital Twining
2.2.2 Digital Threading
2.2.3 Convergence of Sensors and Simulations
2.2.4 Software Modules and Elements
2.2.5 Digital Twinning Types
2.2.6 Digital Twinning Work Processes
3 Supporting Technologies
3.1 Industrial IoT and Industry 4.0
3.2 Pairing Technology
3.3 Cyber Physical Systems
3.4 Augmented, Virtual, and Mixed Reality
3.5 Artificial Intelligence Technologies
3.6 Additive Manufacturing and 3D Printing
3.7 Digital Thread for Additive Manufacturing
4 Digital Twin Product and Service Ecosystem
4.1 Digital Twinning Impact on Industry Segments
4.1.1 Industrial IoT
4.1.2 Consumer IoT
4.2 Application Development and Operations
4.2.1 IoT Application Programming Interfaces
4.2.2 Virtual Objects and Control of Real Assets
4.2.3 Identity Management, Authentication, and Authorization
4.2.3.1 IoT Identity Management
4.2.3.2 Virtual Identities for Digital Twinning Operations
4.2.3.3 Authentication and Authorization
4.3 Digital Twin Use Cases and Applications
4.3.1 Maintenance, Repair and Overhaul Operations
4.3.2 Digital Avatar of Consumer Assets
4.3.3 Performance/Service Monitoring
4.3.4 Inspection and Repair
4.3.5 Predictive Maintenance
4.3.6 Product Design and Development
4.3.7 Composite Assembling/Manufacturing
4.3.8 Monitoring Business Outcomes
4.4 Digital Twinning as a Service (DTaaS)
5 IoT Digital Twinning Market Forecast 2017 - 2022
5.1 Global Market Forecast 2017 – 2022
5.1.1 Aggregate Market for Digital Twinning
5.1.2 Market for Software Module
5.1.3 Market for Software Type
5.1.4 Market for Software Category
5.1.5 Market for Industry Segment
5.1.6 Market for Business Model
5.1.7 Market for Industry Vertical
5.2 Regional Market Forecast 2017 – 2022
5.2.1 Digital Twining Market by Region
5.2.2 North America IoT Digital Twinning Market
5.2.3 Europe IoT Digital Twinning Market
5.2.4 APAC IoT Digital Twinning Market
5.3 Digital Twinning Connected IoT Things Forecast 2017 – 2022
5.3.1 Aggregate Digital Twinning Connected IoT Things
5.3.2 Digital Twinning IoT Things by Type
5.3.3 Digital Twinning IoT Things by Region
5.3.3.1 North America Digital Twinning IoT Things
5.3.3.2 Europe Digital Twinning IoT Things
5.3.3.3 APAC Digital Twinning IoT Things
6 Vendor Analysis
6.1 Google
6.1.1 Physical Web
6.2 General Electric
6.2.1 Predix Platform and Digital Twinning
6.2.2 Software Modeling Platform
6.2.3 Microsoft Partnership for Industrial Cloud
6.2.4 Partnership with Maana to Extend Digital Twin across All Enterprise Assets
6.3 PTC
6.3.1 ThingWorx IoT Solution
6.3.2 Product Lifecycle Management
6.4 Siemens PLM Software
6.5 Computer Science Corporation
6.5.1 Manufacturing Simulation Process
6.5.2 Hybrid Car Manufacturing Model
6.6 SAP SE
6.7 Sight Machine Inc.
6.8 Eclipse Software
6.8.1 Eclipse Ditto
6.9 Amazon Web Services
6.10 Oracle Corporation
6.10.1 Digital Twin Approach
6.11 Dassault Systemes
6.11.1 3DEXPERIENCE platform
6.12 ANSYS Inc.
6.12.1 Pervasive Engineering Simulation
6.13 Arrayent Inc.
6.13.1 Device Virtualization Model
6.14 Autodesk Inc.
6.15 Sysmex Corporation
6.16 Core Systems
7 Conclusions and Recommendations

Appendix

Connected IoT Devices 2017 - 2022
Connected IoT Devices by Type 2017 – 2022
Connected Sensor Enabled Objects 2017 – 2022
Global IoT Simulation Market by Software Type 2017 – 2022
IoT Things Management System Market 2017 – 2022
IoT Smart Building Market for Software and System 2017 – 2022
Vehicle to Everything Module Deployment 2017 – 2022

Figures

Figure 1: Digital Twinning Model
Figure 2: Building Blocks of Cognitive Digital Twinning
Figure 3: Digital Thread Model in Digital Manufacturing Transformation Process
Figure 4: Types of Digital Twinning
Figure 5: Industrial Internet Building Block and Digital Twinning
Figure 6: IoT Orchestration and Mediation Ecosystem
Figure 7: Additive Manufacturing Impacts
Figure 8: Digital Thread for Additive Manufacturing in AM Process
Figure 9: APIs support Physical to Cyber World Communications
Figure 10: IoT Identity Database
Figure 11: IoT Virtual Identity Database
Figure 12: Data Fusion for MRO Operation
Figure 13: Plataine Composite Manufacturing Model
Figure 14: Digital Twinning Application and Outcome
Figure 15: Global IoT Digital Twining Market 2017 - 2022
Figure 16: Global Digital Twinning Connected IoT Things 2017 – 2022
Figure 17: GE Predix Software Platform
Figure 18: CSC Digital Twinning as Manufacturing Insight
Figure 19: CSC Perspective Insight Process of Data Streams
Figure 20: Digital Twin Simulation Performance of Hybrid Car
Figure 21: Digital Twinning Simulation for Hybrid Car
Figure 22: Contextualize Dashboard for Plant Floor Operation
Figure 23: Eclipse Ditto IoT Integration Framework
Figure 24: Role of Software in IoT Integration Landscape
Figure 25: Oracle Digital Twinning Strategy
Figure 26: ANSYS Digital Twin Modeling for Pump
Figure 27: Autodesk SeeControl Dashboard
Figure 28: Global Connected IoT Device Deployment 2017 -2022
Figure 29: Global Connected Sensor Enabled Objects 2017 - 2022

Tables

Table 1: Global IoT Digital Twining Market by Software Module 2017 – 2022
Table 2: Global IoT Digital Twining Market by Software Type 2017 - 2022
Table 3: Global IoT Digital Twining Market by Software Category 2017 - 2022
Table 4: Global IoT Digital Twining Market by Industry Segment 2017 - 2022
Table 5: Global IoT Digital Twining Market by Business Model 2017 - 2022
Table 6: Global IoT Digital Twining Market by Industry Vertical 2017 - 2022
Table 7: IoT Digital Twining Market by Region 2017 - 2022
Table 8: North America IoT Digital Twining Market by Software Module 2017 – 2022
Table 9: North America IoT Digital Twining Market by Software Type 2017 - 2022
Table 10: North America IoT Digital Twining Market by Software Category 2017 - 2022
Table 11: North America IoT Digital Twining Market by Industry Segment 2017 - 2022
Table 12: North America IoT Digital Twining Market by Business Model 2017 - 2022
Table 13: North America IoT Digital Twining Market by Industry Vertical 2017 - 2022
Table 14: North America IoT Digital Twining Market by Country 2017 - 2022
Table 15: Europe IoT Digital Twining Market by Software Module 2017 – 2022
Table 16: Europe IoT Digital Twining Market by Software Type 2017 - 2022
Table 17: Europe IoT Digital Twining Market by Software Category 2017 - 2022
Table 18: Europe IoT Digital Twining Market by Industry Segment 2017 - 2022
Table 19: Europe IoT Digital Twining Market by Business Model 2017 - 2022
Table 20: Europe IoT Digital Twining Market by Industry Vertical 2017 - 2022
Table 21: Europe IoT Digital Twining Market by Country 2017 - 2022
Table 22: APAC IoT Digital Twining Market by Software Module 2017 – 2022
Table 23: APAC IoT Digital Twining Market by Software Type 2017 - 2022
Table 24: APAC IoT Digital Twining Market by Software Category 2017 - 2022
Table 25: APAC IoT Digital Twining Market by Industry Segment 2017 - 2022
Table 26: APAC IoT Digital Twining Market by Business Model 2017 - 2022
Table 27: APAC IoT Digital Twining Market by Industry Vertical 2017 - 2022
Table 28: APAC IoT Digital Twining Market by Country 2017 - 2022
Table 29: Global Digital Twinning Connected IoT Things by Type 2017 - 2022
Table 30: Digital Twinning Connected IoT Things by Region 2017 - 2022
Table 31: North America Digital Twinning Connected IoT Things by Types 2017 - 2022
Table 32: North America Digital Twinning Connected IoT Things by Country 2017 - 2022
Table 33: Europe Digital Twinning Connected IoT Things by Type 2017 - 2022
Table 34: Europe Digital Twinning Connected IoT Things by Country 2017 - 2022
Table 35: APAC Digital Twinning Connected IoT Things by Type 2017 - 2022
Table 36: APAC Digital Twinning Connected IoT Things by Country 2017 - 2022
Table 37: Global Connected IoT Device by Type 2017 - 2022
Table 38: Global IoT Simulation Market by Software Type 2017 - 2022
Table 39: Global IoT Things Management System Market by Software Deployment 2017 - 2022
Table 40: Global IoT Smart Buildings Market by Automation Software and System Type 2017 - 2022
Table 41: Global V2X Module Deployment 2017 - 2022


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