IoTにおけるデジタルツイン - 世界市場シェアとランキング、全体売上高と需要予測 2024-2030Digital Twins in IoT - Global Market Share and Ranking, Overall Sales and Demand Forecast 2024-2030 IoTにおけるデジタルツインの世界市場規模は、2023年に100万米ドルと推定され、2024年から2030年の予測期間中の年平均成長率は%で、2030年には100万米ドルに再調整されると予測されている。 当社の調査によると... もっと見る
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サマリーIoTにおけるデジタルツインの世界市場規模は、2023年に100万米ドルと推定され、2024年から2030年の予測期間中の年平均成長率は%で、2030年には100万米ドルに再調整されると予測されている。当社の調査によると、世界で接続されたIoTデバイスの数は約140億台で、2021年と比較して18%増加した。中央サイバースペース委員会事務局が発表したデータによると、2022年末までに、中国は合計230万の5G基地局を建設・開設した。全国110の都市がギガビット都市建設基準に達している。ギガビット光ネットワークは5億世帯以上をカバーする能力を持つ。IPv6 の大規模展開の応用が深く推進されている。アクティブユーザー数は7億人を超え、モバイルネットワークのIPv6トラフィックは50%近くを占める。中国のデータセンター・ラックの総規模は650万標準ラックを超え、過去5年間の年平均成長率は30%を超えている。 レポートの範囲 本レポートは、IoTにおけるデジタルツインズの世界市場を包括的に紹介することを目的としており、地域別・国別、タイプ別、用途別の分析とともに、総売上高、主要企業の市場シェア、ランキングに焦点を当てています。 IoTにおけるデジタルツインズの市場規模、推計、予測は、2023年を基準年とし、2019年から2030年までの期間の履歴データと予測データを売上高(百万ドル)で提供しています。定量分析および定性分析により、読者がビジネス/成長戦略を策定し、市場競争状況を評価し、現在の市場における自社のポジションを分析し、IoTにおけるデジタルツインズに関する十分な情報に基づいたビジネス上の意思決定を行えるよう支援します。 市場区分 企業別 GEデジタル シーメンス IBM マイクロソフト オラクル PTC SAP 日立 ダッソー・システムズ アンシス ボッシュ タイプ別セグメント 製品のデジタルツイン 生産のデジタルツイン パフォーマンスのデジタルツイン その他 用途別セグメント 製造業 ヘルスケア 輸送 情報通信 エネルギー・公益事業 その他 地域別 北米 米国 カナダ 欧州 ドイツ フランス イギリス イタリア ロシア アジア太平洋 中国 日本 韓国 中国 台湾 東南アジア インド ラテンアメリカ メキシコ ブラジル アルゼンチン 中東・アフリカ トルコ サウジアラビア アラブ首長国連邦 各章の概要 第1章:報告書のスコープ、世界の総市場規模を紹介します。また本章では、市場ダイナミクス、市場の最新動向、市場の促進要因と制限要因、業界メーカーが直面する課題とリスク、業界の関連政策の分析を提供します。 第2章:IoTにおけるデジタルツインメーカーの競争環境、収益市場シェア、最新の開発計画、M&A情報などを詳細に分析。 第3章:様々な市場セグメントをタイプ別に分析し、各市場セグメントの市場規模や発展の可能性を網羅し、読者が様々な市場セグメントにおけるブルーオーシャン市場を見つけるのに役立つ。 第4章:アプリケーション別の様々な市場セグメントの分析を提供し、各市場セグメントの市場規模と発展可能性をカバーし、読者が異なる下流市場のブルーオーシャン市場を見つけるのを助ける。 第5章:地域レベルでのIoTにおけるデジタルツインの収益。各地域の市場規模と発展可能性を定量的に分析し、世界各国の市場発展、今後の発展展望、市場空間、市場規模を紹介しています。 第6章 IoTにおけるデジタルツインズの国別収益。各国/地域のタイプ別、アプリケーション別のシグメイトデータを提供している。 第7章:主要企業のプロフィールを提供し、製品収益、粗利益率、製品紹介、最近の開発など、市場における主要企業の基本的な状況を詳細に紹介する。 第8章:産業の上流と下流を含む産業チェーンの分析。 第9章:結論 目次1 Market Overview1.1 Digital Twins in IoT Product Introduction 1.2 Global Digital Twins in IoT Market Size Forecast 1.3 Digital Twins in IoT Market Trends & Drivers 1.3.1 Digital Twins in IoT Industry Trends 1.3.2 Digital Twins in IoT Market Drivers & Opportunity 1.3.3 Digital Twins in IoT Market Challenges 1.3.4 Digital Twins in IoT Market Restraints 1.4 Assumptions and Limitations 1.5 Study Objectives 1.6 Years Considered 2 Competitive Analysis by Company 2.1 Global Digital Twins in IoT Players Revenue Ranking (2023) 2.2 Global Digital Twins in IoT Revenue by Company (2019-2024) 2.3 Key Companies Digital Twins in IoT Manufacturing Base Distribution and Headquarters 2.4 Key Companies Digital Twins in IoT Product Offered 2.5 Key Companies Time to Begin Mass Production of Digital Twins in IoT 2.6 Digital Twins in IoT Market Competitive Analysis 2.6.1 Digital Twins in IoT Market Concentration Rate (2019-2024) 2.6.2 Global 5 and 10 Largest Companies by Digital Twins in IoT Revenue in 2023 2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Twins in IoT as of 2023) 2.7 Mergers & Acquisitions, Expansion 3 Segmentation by Type 3.1 Introduction by Type 3.1.1 Digital Twin of the Product 3.1.2 Digital Twin of Production 3.1.3 Digital Twin of Performance 3.1.4 Other 3.2 Global Digital Twins in IoT Sales Value by Type 3.2.1 Global Digital Twins in IoT Sales Value by Type (2019 VS 2023 VS 2030) 3.2.2 Global Digital Twins in IoT Sales Value, by Type (2019-2030) 3.2.3 Global Digital Twins in IoT Sales Value, by Type (%) (2019-2030) 4 Segmentation by Application 4.1 Introduction by Application 4.1.1 Manufacturing 4.1.2 Healthcare 4.1.3 Transport 4.1.4 Information and Communication 4.1.5 Energy & Utilities 4.1.6 Other 4.2 Global Digital Twins in IoT Sales Value by Application 4.2.1 Global Digital Twins in IoT Sales Value by Application (2019 VS 2023 VS 2030) 4.2.2 Global Digital Twins in IoT Sales Value, by Application (2019-2030) 4.2.3 Global Digital Twins in IoT Sales Value, by Application (%) (2019-2030) 5 Segmentation by Region 5.1 Global Digital Twins in IoT Sales Value by Region 5.1.1 Global Digital Twins in IoT Sales Value by Region: 2019 VS 2023 VS 2030 5.1.2 Global Digital Twins in IoT Sales Value by Region (2019-2024) 5.1.3 Global Digital Twins in IoT Sales Value by Region (2025-2030) 5.1.4 Global Digital Twins in IoT Sales Value by Region (%), (2019-2030) 5.2 North America 5.2.1 North America Digital Twins in IoT Sales Value, 2019-2030 5.2.2 North America Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 5.3 Europe 5.3.1 Europe Digital Twins in IoT Sales Value, 2019-2030 5.3.2 Europe Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 5.4 Asia Pacific 5.4.1 Asia Pacific Digital Twins in IoT Sales Value, 2019-2030 5.4.2 Asia Pacific Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 5.5 South America 5.5.1 South America Digital Twins in IoT Sales Value, 2019-2030 5.5.2 South America Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 5.6 Middle East & Africa 5.6.1 Middle East & Africa Digital Twins in IoT Sales Value, 2019-2030 5.6.2 Middle East & Africa Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 6 Segmentation by Key Countries/Regions 6.1 Key Countries/Regions Digital Twins in IoT Sales Value Growth Trends, 2019 VS 2023 VS 2030 6.2 Key Countries/Regions Digital Twins in IoT Sales Value 6.3 United States 6.3.1 United States Digital Twins in IoT Sales Value, 2019-2030 6.3.2 United States Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.3.3 United States Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.4 Europe 6.4.1 Europe Digital Twins in IoT Sales Value, 2019-2030 6.4.2 Europe Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.4.3 Europe Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.5 China 6.5.1 China Digital Twins in IoT Sales Value, 2019-2030 6.5.2 China Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.5.3 China Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.6 Japan 6.6.1 Japan Digital Twins in IoT Sales Value, 2019-2030 6.6.2 Japan Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.6.3 Japan Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.7 South Korea 6.7.1 South Korea Digital Twins in IoT Sales Value, 2019-2030 6.7.2 South Korea Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.7.3 South Korea Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.8 Southeast Asia 6.8.1 Southeast Asia Digital Twins in IoT Sales Value, 2019-2030 6.8.2 Southeast Asia Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.8.3 Southeast Asia Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.9 India 6.9.1 India Digital Twins in IoT Sales Value, 2019-2030 6.9.2 India Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.9.3 India Digital Twins in IoT Sales Value by Application, 2023 VS 2030 7 Company Profiles 7.1 GE DIGITAL 7.1.1 GE DIGITAL Profile 7.1.2 GE DIGITAL Main Business 7.1.3 GE DIGITAL Digital Twins in IoT Products, Services and Solutions 7.1.4 GE DIGITAL Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.1.5 GE DIGITAL Recent Developments 7.2 Siemens 7.2.1 Siemens Profile 7.2.2 Siemens Main Business 7.2.3 Siemens Digital Twins in IoT Products, Services and Solutions 7.2.4 Siemens Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.2.5 Siemens Recent Developments 7.3 IBM 7.3.1 IBM Profile 7.3.2 IBM Main Business 7.3.3 IBM Digital Twins in IoT Products, Services and Solutions 7.3.4 IBM Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.3.5 Microsoft Recent Developments 7.4 Microsoft 7.4.1 Microsoft Profile 7.4.2 Microsoft Main Business 7.4.3 Microsoft Digital Twins in IoT Products, Services and Solutions 7.4.4 Microsoft Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.4.5 Microsoft Recent Developments 7.5 Oracle 7.5.1 Oracle Profile 7.5.2 Oracle Main Business 7.5.3 Oracle Digital Twins in IoT Products, Services and Solutions 7.5.4 Oracle Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.5.5 Oracle Recent Developments 7.6 PTC 7.6.1 PTC Profile 7.6.2 PTC Main Business 7.6.3 PTC Digital Twins in IoT Products, Services and Solutions 7.6.4 PTC Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.6.5 PTC Recent Developments 7.7 SAP 7.7.1 SAP Profile 7.7.2 SAP Main Business 7.7.3 SAP Digital Twins in IoT Products, Services and Solutions 7.7.4 SAP Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.7.5 SAP Recent Developments 7.8 Hitachi 7.8.1 Hitachi Profile 7.8.2 Hitachi Main Business 7.8.3 Hitachi Digital Twins in IoT Products, Services and Solutions 7.8.4 Hitachi Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.8.5 Hitachi Recent Developments 7.9 Dassault Systèmes 7.9.1 Dassault Systèmes Profile 7.9.2 Dassault Systèmes Main Business 7.9.3 Dassault Systèmes Digital Twins in IoT Products, Services and Solutions 7.9.4 Dassault Systèmes Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.9.5 Dassault Systèmes Recent Developments 7.10 ANSYS 7.10.1 ANSYS Profile 7.10.2 ANSYS Main Business 7.10.3 ANSYS Digital Twins in IoT Products, Services and Solutions 7.10.4 ANSYS Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.10.5 ANSYS Recent Developments 7.11 Bosch 7.11.1 Bosch Profile 7.11.2 Bosch Main Business 7.11.3 Bosch Digital Twins in IoT Products, Services and Solutions 7.11.4 Bosch Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.11.5 Bosch Recent Developments 8 Industry Chain Analysis 8.1 Digital Twins in IoT Industrial Chain 8.2 Digital Twins in IoT Upstream Analysis 8.2.1 Key Raw Materials 8.2.2 Raw Materials Key Suppliers 8.2.3 Manufacturing Cost Structure 8.3 Midstream Analysis 8.4 Downstream Analysis (Customers Analysis) 8.5 Sales Model and Sales Channels 8.5.1 Digital Twins in IoT Sales Model 8.5.2 Sales Channel 8.5.3 Digital Twins in IoT Distributors 9 Research Findings and Conclusion 10 Appendix 10.1 Research Methodology 10.1.1 Methodology/Research Approach 10.1.2 Data Source 10.2 Author Details 10.3 Disclaimer
SummaryThe global market for Digital Twins in IoT was estimated to be worth US$ million in 2023 and is forecast to a readjusted size of US$ million by 2030 with a CAGR of % during the forecast period 2024-2030. Table of Contents1 Market Overview1.1 Digital Twins in IoT Product Introduction 1.2 Global Digital Twins in IoT Market Size Forecast 1.3 Digital Twins in IoT Market Trends & Drivers 1.3.1 Digital Twins in IoT Industry Trends 1.3.2 Digital Twins in IoT Market Drivers & Opportunity 1.3.3 Digital Twins in IoT Market Challenges 1.3.4 Digital Twins in IoT Market Restraints 1.4 Assumptions and Limitations 1.5 Study Objectives 1.6 Years Considered 2 Competitive Analysis by Company 2.1 Global Digital Twins in IoT Players Revenue Ranking (2023) 2.2 Global Digital Twins in IoT Revenue by Company (2019-2024) 2.3 Key Companies Digital Twins in IoT Manufacturing Base Distribution and Headquarters 2.4 Key Companies Digital Twins in IoT Product Offered 2.5 Key Companies Time to Begin Mass Production of Digital Twins in IoT 2.6 Digital Twins in IoT Market Competitive Analysis 2.6.1 Digital Twins in IoT Market Concentration Rate (2019-2024) 2.6.2 Global 5 and 10 Largest Companies by Digital Twins in IoT Revenue in 2023 2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Twins in IoT as of 2023) 2.7 Mergers & Acquisitions, Expansion 3 Segmentation by Type 3.1 Introduction by Type 3.1.1 Digital Twin of the Product 3.1.2 Digital Twin of Production 3.1.3 Digital Twin of Performance 3.1.4 Other 3.2 Global Digital Twins in IoT Sales Value by Type 3.2.1 Global Digital Twins in IoT Sales Value by Type (2019 VS 2023 VS 2030) 3.2.2 Global Digital Twins in IoT Sales Value, by Type (2019-2030) 3.2.3 Global Digital Twins in IoT Sales Value, by Type (%) (2019-2030) 4 Segmentation by Application 4.1 Introduction by Application 4.1.1 Manufacturing 4.1.2 Healthcare 4.1.3 Transport 4.1.4 Information and Communication 4.1.5 Energy & Utilities 4.1.6 Other 4.2 Global Digital Twins in IoT Sales Value by Application 4.2.1 Global Digital Twins in IoT Sales Value by Application (2019 VS 2023 VS 2030) 4.2.2 Global Digital Twins in IoT Sales Value, by Application (2019-2030) 4.2.3 Global Digital Twins in IoT Sales Value, by Application (%) (2019-2030) 5 Segmentation by Region 5.1 Global Digital Twins in IoT Sales Value by Region 5.1.1 Global Digital Twins in IoT Sales Value by Region: 2019 VS 2023 VS 2030 5.1.2 Global Digital Twins in IoT Sales Value by Region (2019-2024) 5.1.3 Global Digital Twins in IoT Sales Value by Region (2025-2030) 5.1.4 Global Digital Twins in IoT Sales Value by Region (%), (2019-2030) 5.2 North America 5.2.1 North America Digital Twins in IoT Sales Value, 2019-2030 5.2.2 North America Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 5.3 Europe 5.3.1 Europe Digital Twins in IoT Sales Value, 2019-2030 5.3.2 Europe Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 5.4 Asia Pacific 5.4.1 Asia Pacific Digital Twins in IoT Sales Value, 2019-2030 5.4.2 Asia Pacific Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 5.5 South America 5.5.1 South America Digital Twins in IoT Sales Value, 2019-2030 5.5.2 South America Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 5.6 Middle East & Africa 5.6.1 Middle East & Africa Digital Twins in IoT Sales Value, 2019-2030 5.6.2 Middle East & Africa Digital Twins in IoT Sales Value by Country (%), 2023 VS 2030 6 Segmentation by Key Countries/Regions 6.1 Key Countries/Regions Digital Twins in IoT Sales Value Growth Trends, 2019 VS 2023 VS 2030 6.2 Key Countries/Regions Digital Twins in IoT Sales Value 6.3 United States 6.3.1 United States Digital Twins in IoT Sales Value, 2019-2030 6.3.2 United States Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.3.3 United States Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.4 Europe 6.4.1 Europe Digital Twins in IoT Sales Value, 2019-2030 6.4.2 Europe Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.4.3 Europe Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.5 China 6.5.1 China Digital Twins in IoT Sales Value, 2019-2030 6.5.2 China Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.5.3 China Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.6 Japan 6.6.1 Japan Digital Twins in IoT Sales Value, 2019-2030 6.6.2 Japan Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.6.3 Japan Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.7 South Korea 6.7.1 South Korea Digital Twins in IoT Sales Value, 2019-2030 6.7.2 South Korea Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.7.3 South Korea Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.8 Southeast Asia 6.8.1 Southeast Asia Digital Twins in IoT Sales Value, 2019-2030 6.8.2 Southeast Asia Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.8.3 Southeast Asia Digital Twins in IoT Sales Value by Application, 2023 VS 2030 6.9 India 6.9.1 India Digital Twins in IoT Sales Value, 2019-2030 6.9.2 India Digital Twins in IoT Sales Value by Type (%), 2023 VS 2030 6.9.3 India Digital Twins in IoT Sales Value by Application, 2023 VS 2030 7 Company Profiles 7.1 GE DIGITAL 7.1.1 GE DIGITAL Profile 7.1.2 GE DIGITAL Main Business 7.1.3 GE DIGITAL Digital Twins in IoT Products, Services and Solutions 7.1.4 GE DIGITAL Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.1.5 GE DIGITAL Recent Developments 7.2 Siemens 7.2.1 Siemens Profile 7.2.2 Siemens Main Business 7.2.3 Siemens Digital Twins in IoT Products, Services and Solutions 7.2.4 Siemens Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.2.5 Siemens Recent Developments 7.3 IBM 7.3.1 IBM Profile 7.3.2 IBM Main Business 7.3.3 IBM Digital Twins in IoT Products, Services and Solutions 7.3.4 IBM Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.3.5 Microsoft Recent Developments 7.4 Microsoft 7.4.1 Microsoft Profile 7.4.2 Microsoft Main Business 7.4.3 Microsoft Digital Twins in IoT Products, Services and Solutions 7.4.4 Microsoft Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.4.5 Microsoft Recent Developments 7.5 Oracle 7.5.1 Oracle Profile 7.5.2 Oracle Main Business 7.5.3 Oracle Digital Twins in IoT Products, Services and Solutions 7.5.4 Oracle Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.5.5 Oracle Recent Developments 7.6 PTC 7.6.1 PTC Profile 7.6.2 PTC Main Business 7.6.3 PTC Digital Twins in IoT Products, Services and Solutions 7.6.4 PTC Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.6.5 PTC Recent Developments 7.7 SAP 7.7.1 SAP Profile 7.7.2 SAP Main Business 7.7.3 SAP Digital Twins in IoT Products, Services and Solutions 7.7.4 SAP Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.7.5 SAP Recent Developments 7.8 Hitachi 7.8.1 Hitachi Profile 7.8.2 Hitachi Main Business 7.8.3 Hitachi Digital Twins in IoT Products, Services and Solutions 7.8.4 Hitachi Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.8.5 Hitachi Recent Developments 7.9 Dassault Systèmes 7.9.1 Dassault Systèmes Profile 7.9.2 Dassault Systèmes Main Business 7.9.3 Dassault Systèmes Digital Twins in IoT Products, Services and Solutions 7.9.4 Dassault Systèmes Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.9.5 Dassault Systèmes Recent Developments 7.10 ANSYS 7.10.1 ANSYS Profile 7.10.2 ANSYS Main Business 7.10.3 ANSYS Digital Twins in IoT Products, Services and Solutions 7.10.4 ANSYS Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.10.5 ANSYS Recent Developments 7.11 Bosch 7.11.1 Bosch Profile 7.11.2 Bosch Main Business 7.11.3 Bosch Digital Twins in IoT Products, Services and Solutions 7.11.4 Bosch Digital Twins in IoT Revenue (US$ Million) & (2019-2024) 7.11.5 Bosch Recent Developments 8 Industry Chain Analysis 8.1 Digital Twins in IoT Industrial Chain 8.2 Digital Twins in IoT Upstream Analysis 8.2.1 Key Raw Materials 8.2.2 Raw Materials Key Suppliers 8.2.3 Manufacturing Cost Structure 8.3 Midstream Analysis 8.4 Downstream Analysis (Customers Analysis) 8.5 Sales Model and Sales Channels 8.5.1 Digital Twins in IoT Sales Model 8.5.2 Sales Channel 8.5.3 Digital Twins in IoT Distributors 9 Research Findings and Conclusion 10 Appendix 10.1 Research Methodology 10.1.1 Methodology/Research Approach 10.1.2 Data Source 10.2 Author Details 10.3 Disclaimer
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