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市場調查報告書

下一代的產業市場:遠程操作·連網型製造·數位雙胞胎解決方案

Next Generation Industrial Marketplace: Teleoperation, Connected Manufacturing, and Digital Twin Solutions

出版商 Mind Commerce 商品編碼 576580
出版日期 內容資訊 英文 236 Pages
商品交期: 最快1-2個工作天內
價格
下一代的產業市場:遠程操作·連網型製造·數位雙胞胎解決方案 Next Generation Industrial Marketplace: Teleoperation, Connected Manufacturing, and Digital Twin Solutions
出版日期: 2017年11月08日內容資訊: 英文 236 Pages
簡介

本報告套組提供下一代產業市場上扮演重要角色的遠程操作&遠端遙控機器人·連網型製造·數位雙胞胎技術趨勢調查,彙整各種技術定義和概要,作用與重要性,市場成長預測,主要解決方案·主要供應商簡介,未來展望,各種建議等資料。

IIoT的遠程操作和遠端遙控機器人

第1章 摘要整理

第2章 IIoT概要

  • IIoT:與消費者取向IoT的差異
  • 技術轉換:有線和無線
  • 產業上生產率和IIoT的經濟貢獻性
  • 產業效率和IIoT
  • 產業4.0自動化
  • 工業革命與轉移
  • IIoT的結構要素
  • 工業自動化和IIoT
  • IIoT的人的方面
  • 綜合數位和人力勞動力
  • 穿戴式技術和IIoT
  • 勞動力的擴大
  • 混合產業和機器人工學
  • 無人機物流

第3章 遠程操作和遠端遙控機器人

  • 遠端遙控機器人
  • 遠距臨場系統
  • 遠程操作
  • Telemanipulator
  • 網際網路遠端遙控機器人
  • 網站&遠端遙控機器人
  • 即時傳輸通訊協定 (RTP)
  • 遠端遙控機器人系統的技術架構
  • 雙邊控制·觸覺反饋
  • 單邊 vs 雙邊模式

第4章 遠程操作·遠端遙控機器人所扮演的角色

  • 工業自動化上遠端遙控機器人所扮演的角色
  • 物流及供應鏈的影響
  • 產業生產者/消費者 (產消者)的價值鏈
  • 就業轉型及工廠勞工的未來
  • 明確的生產
  • 製造供應鏈和機器人工學
  • 連網型服務和遠程操作
  • 優點與缺點
  • 霧運算
  • 群體運算

第5章 遠程操作&遠端遙控機器人市場:市場預測

  • IIoT遠程操作&遠端遙控機器人市場
  • 技術引進
  • 市場預測:各產業
  • 遠程操作&遠端遙控機器人的推動市場

第6章 遠程操作&遠端遙控機器人的影響

第7章 總論·建議

連網型製造的預測

第1章 簡介

第2章 摘要整理

第3章 概要

  • 製造業
  • 製造業的數位轉型
  • IIoT:連網型製造的發射台
  • 連網型製造的展望
  • 成為重要收益來源的用途
  • 未來的可能性

第4章 全球連網型製造市場

  • 成長推進因素
  • 終端用戶市場預測:各產品類型
  • 收益預測:各地區
  • 連網型製造市場:各用途
  • 連網型製造的巨量資料分析
  • 連網型製造的AI
  • 製造執行系統 (MES:Manufacturing Execution System)

第5章 連網型製造技術

  • 連網型製造的實行技術

第6章 供應商分析

  • 連網型製造的生態系統
  • 連網型製造現況
  • 主要解決方案

IoT的數位配對:IoT實現的現實·虛擬間製圖&經營管理市場展望

第1章 摘要整理

第2章 簡介

第3章 支援技術

  • IIoT·Industry 4.0
  • 配對技術
  • 網實整合系統
  • 擴大·虛擬·混合現實
  • AI技術
  • 層積造型·3D列印
  • 層積造型用數位線程

第4章 數位雙胞胎產品與服務生態系統

  • 數位配對對產業的影響
  • 應用開發·營運
  • 數位雙胞胎的利用案例·用途
  • DTaaS (數位配對即服務)

第5章 IoT數位配對:市場預測

  • 全球市場
  • 地區市場
  • 數位配對的連網型IoTshingusu

第6章 供應商分析

第7章 總論·建議

附錄

目錄

Overview:

As part of the fourth industrial revolution, manufacturing and industrial processes are rapidly evolving due to a few key technologies including machine-to-machine communications, robotics, and various Industrial Internet of Things (IIoT) solutions. Three particularly powerful forces are converging to transform the industrial marketplace:

  • Teleoperation and Telerobotics plays a profound role in industrial automation and the rapidly evolving industrial Internet of Things (IIoT) arena. Robots and remote control systems enable various industries to control real machines/equipment by virtual object through master controlling interfaces.
  • Connected Manufacturing is evolving to become one of the most important business segments of Industrial IoT (IIoT) and represents a worldwide market opportunity, especially in the developed nations.
  • Digital Twinning refers to the mapping of the physical world to the digital world in which Internet of Things (IoT) Platforms and Software are leveraged to create a digital representation of physical object or asset. The Digital Twin of a physical object can provide data about the asset such as its physical state and disposition.

This research evaluates the emerging role of Teleoperation and Telerobotics in the era of Industry 4.0. The report analyzes the impact of Teleoperation and Telerobotics solutions in different industry verticals and technology sectors, and provides market forecast for IIoT Teleoperation and Telerobotics systems, services, and solutions. This research also assesses the technologies, companies, and solutions involved in next generation Connected Manufacturing.

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.

Target Audience:

  • Manufacturing companies
  • Telecom service providers
  • ICT infrastructure suppliers
  • Industrial robotics companies
  • Semiconductor manufacturers
  • Embedded systems companies
  • Systems integration companies
  • Wireless device manufacturers
  • Systems integration companies
  • Sensors and actuators suppliers
  • R&D labs and research organizations
  • Connected/Smart industry ecosystem

Table of Contents

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

  • 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

Connected Manufacturing 2017-2022

1. Introduction

  • 1.1. Background
  • 1.2. Research Scope
    • 1.2.1. Key Questions Answered
  • 1.3. Target Audience
  • 1.4. Companies in the Report

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. Manufacturing Industry
  • 3.2. Digital Transformation of the Manufacturing Industry
  • 3.3. IIoT is a Launch Pad for Connected Manufacturing
  • 3.4. Connected Manufacturing Outlook
  • 3.5. Important Revenue Making Applications of Connected Manufacturing
    • 3.5.1. Optimizing Operations
    • 3.5.2. Real-time Tracking of Asset/Equipment/Raw Material
    • 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 Markets for Connected Manufacturing

  • 4.1. Factors for Market Growth through 2022
  • 4.2. End-user Market by Type of Products 2017-2022
    • 4.2.1. Need Assessment and Consulting for Connected Manufacturing will be $4 billion business by 2022
    • 4.2.2. Installation/Expansion of Connectivity Systems will generate markets of about $10 billion by 2022
    • 4.2.3. Installation/Expansion of Sensor systems, Embedded Devices, and Wearables in Connected Manufacturing through 2022
  • 4.3. Revenue Forecasts in Geographical Markets for Connected Manufacturing
  • 4.4. Connected Manufacturing Market by Application Type
  • 4.5. Big Data Analytics in Connected Manufacturing
    • 4.5.1. Markets for Big Data in Connected Manufacturing
  • 4.6. Artificial Intelligence in Connected Manufacturing
  • 4.7. Manufacturing Execution System (MES)

5. Connected Manufacturing Technologies

  • 5.1. Enabling Technologies for Connected Manufacturing
    • 5.1.1. AI and Connected Robotics to make a Big Impact in Connected Manufacturing
    • 5.1.2. Reliable and Fast Connectivity is Crucial to Connected Manufacturing
    • 5.1.3. Choice of Networking and Connectivity is a Key Decision Area

6. Vendor Analysis

  • 6.1. Connected Manufacturing Ecosystem
  • 6.2. Current State of Connected Manufacturing
  • 6.3. Key Connected Manufacturing Solutions
    • 6.3.1. Bosch Software innovations: Bosch IoT Suite
    • 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 Interrelationships
  • Figure 3: Leading Applications in Connected Manufacturing
  • Figure 4: Consulting Services in Connected Manufacturing 2017-2022
  • Figure 5: Connected Manufacturing System Connectivity Revenue 2017-2022
  • Figure 6: Sensor Systems, Embedded Devices, and Wearables in Connected Manufacturing 2017-2022
  • Figure 7: Big Data and Analytics Framework for Manufacturing

Tables

  • Table 1: Global Connected Manufacturing Market
  • Table 2: Revenue Forecasts for End-User by Type of Product 2017-2022
  • Table 3: Consulting Services in Connected Manufacturing 2017-2022
  • Table 4: System Connectivity in Connected Manufacturing 2017-2022
  • Table 5: Sensor Systems, Embedded Devices, and Wearables in Connected Manufacturing 2017-2022
  • Table 6: Regional Connected Manufacturing Market 2017-2022
  • Table 7: Connected Manufacturing Revenue by Application Type 2017-2022
  • Table 8: Data Analytics in Connected Manufacturing Revenue 2017-2022
  • Table 9: Big Data in Connected Manufacturing Revenue 2017-2022

Internet of Things (IoT) Digital Twinning: Market Outlook for 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