デジタルツインの市場規模：用途別、最終用途別、予測：2023年～2032年

デジタルツイン市場は、インターネット普及率の向上とスマートフォンの普及により、2023年から2032年の間に大きく拡大すると予測されています。

デジタルツイン業界は、世界中の多くの産業でIoTの導入を促進する技術的進歩によって牽引されています。IoTの統合は、複雑なアーキテクチャや過去のデータ学習の作成を支援し、以前のモデルの欠点を回避することができます。製造業、電気・電子、石油・ガス、自動車・輸送などにおけるアプリケーションAI生産モデルの拡大が、デジタルツイン技術サービスの需要を押し上げています。

科学的およびAI＆MLの進歩は、この分野での市場プレイヤーの出現の可能性をさらに拡大させています。例えば、2022年7月、毎年開催されるサイクリングイベント「ツール・ド・フランス」と、過去8年間イベントの公式技術パートナーである有名通信企業NTTは、AIとデジタルツイン技術を利用して観客の体験を向上させました。

デジタルツイン市場は、用途、最終用途、地域ごとに二分化されています。

用途別では、サポート・サービス分野が今後数年間で大きな利益を記録すると予測されています。デジタルツインは、カスタマイズされたサービスによる新たな顧客価値や企業価値の創造、製品の品質向上やイノベーション、故障の未然防止への支援、人と機械の関係における知識共有の再構築を可能にします。このような有益な機能は、世界的に受け入れられ、セグメント別の成長を補完することになるでしょう。

エンドユーザー別に見ると、デジタルツイン市場のインフラ構築分野の成長は、環境安全に関する意識の高まり、政府の支援策、エネルギー効率の高いスマートインフラストラクチャーの構築への投資によって牽引されています。IoT接続センサー、ルーター、性能予測や評価情報を支援するAI＆MLモデルなど、多くのコンポーネントが組み込まれています。このセグメントは、2032年までに25%以上のCAGRで成長すると予想されています。

例えば、2022年4月には、世界経済フォーラムと中国情報通信技術院（CAICT）が提携し、都市全体のデジタルツインアプリケーションの開発と実装を加速させることが明らかにされました。

地域別では、MEAデジタルツイン市場の開拓は、スマートインフラやスマートシティへの大規模な投資によって、各国の住民の公共設備が改善されることに起因しています。MEA市場は、2023年から2032年にかけて、高い成長率でかなりの進展を見せると予想されます。中東はテクノロジーの成長と創造性の中心地であり、デジタルツインテクノロジーを活用して、物理的な建築、ハイパーコネクテッドテクノロジー、AIを統合して新しい空間を作り出しています。この最先端技術は最近、カタールの主要空港であるドーハのハマド国際空港（HIA）で活用され、2022年7月にスマート空港プログラムの一環としてデジタルツインの取り組みを正式に開始し、デジタルリノベーションを活用してHIAが世界で最も進んだ空港の1つとしてその地位を強化しました。

目次

第1章 調査手法とスコープ

第2章 エグゼクティブサマリー

第3章 デジタルツインの業界洞察

• イントロダクション
• COVID-19の発生別影響について
  • 北米
  • 欧州
  • アジア太平洋地域
  • LATAM
  • MEA
• ロシア・ウクライナ紛争別影響
• デジタルツイン業界のエコシステム分析
  • デジタルツインプラットフォームプロバイダー
  • 自動化関連企業
  • 販売店
  • 利益率分析
  • ベンダーマトリクス
• デジタルツイン進化論
• デジタルツイン成熟度モデル
• デジタルツインコンセプトアーキテクチャ
• デジタルツインヒエラルキー解析
• テクノロジーとイノベーションの展望
  • 拡張現実（AR）、仮想現実（VR）、複合現実（MR）について
  • 人工知能（AI）と機械学習（ML）
  • モノのインターネット（IoT）、モノの産業用インターネット（IIoT）
  • ブロックチェーン技術
• 使用事例
  • 品質管理
  • ロジスティクスプランニング
  • ヘルスケア
  • 利用者ベースの保険（UBI）
  • スマートシティ
  • 産業プラントにおける部品単体の部分最適化
• 投資ポートフォリオ
• 特許分析
• ニュース
  • 北米
  • 欧州
  • アジア太平洋地域
  • ラテンアメリカ
  • 中東
• 規制状況について
  • ISO/IEC 270001
  • Federal Information Security Management Act (FISMA)
  • Health Insurance Portability and Accountability Act (HIPAA)
  • The General Data Protection Regulation (GDPR) (EU)
  • The National Institute of Standards and Technology (NIST), U.S.
• 業界への影響要因
  • 促進要因
    • IoT、ビッグデータ解析、クラウドプラットフォームの導入
    • 産業用IoTの設計・製造への活用
    • サプライチェーンマネジメント（SCM）におけるデジタルツインの導入
    • 市場投入までの時間の短縮、コスト効率の良い運用、計画外ダウンタイムの排除
    • インダストリー4.0の急速な普及とコネクテッドデバイスの需要の増加
    • バーチャルリアリティ（VR）、オーグメンテッドリアリティ（AR）分野の革新性
  • 業界の潜在的リスク＆課題
    • クラウドプラットフォームやIoTの活用別サイバーセキュリティなどの関連リスク
    • 熟練した労働力と技術的知識の存在に限界がある
    • デジタルツイン導入の費用対効果に関する認識の欠如
• 成長性分析
• ポーター分析
• PESTEL分析

第4章 競合情勢

• イントロダクション
• 企業シェア分析、2022年
• 主要市場プレイヤーの競争力分析、2022年
  • テクノロジー＆プラットフォーム・プレーヤー
    • Accenture Plc
    • Capgemini SE
    • IBM Corporation
    • Microsoft Corporation
    • Oracle Corporation
  • デジタル＆オートメーションプレーヤー
    • Autodesk, Inc.
    • Dassault Systems
    • General Electric Company
    • Robert Bosch GmbH
    • Siemens AG
• ベンダーアドポーションマトリックス
• 戦略的展望マトリクス

第5章 デジタルツイン市場：アプリケーション別

• 主な動向：アプリケーション別
• 製品設計・開発
• 機械・装置のヘルスモニタリング
• プロセスサポートとサービス

第6章 デジタルツイン市場：エンドユーザー別

• 主な動向：エンドユーズ別
• 製造業
• ヘルスケア
• オートモーティブ
• 航空宇宙・防衛
• エネルギー・ユーティリティ
• インフラストラクチャービル
• 小売・消費財
• その他

第7章 デジタルツイン市場：地域別一覧

• 主な動向：地域別
• 北米
  • 米国
  • カナダ
• 欧州
  • 英国
  • ドイツ
  • フランス
  • イタリア
  • スペイン
  • オランダ
• アジア太平洋地域
  • 中国
  • インド
  • 日本
  • 韓国
  • オーストラリア
  • 東南アジア
• LATAM
  • ブラジル
  • メキシコ
• MEA
  • GCC
  • 南アフリカ

第8章 企業プロファイル

• テクノロジーとプラットフォームのプレーヤー
  • IBM Corporation
  • Microsoft Corporation
  • Oracle Corporation
  • SAP SE
  • Accenture plc
  • Capgemini SE
  • Infosys Limited
  • PTC Inc
  • SAS Institute Inc.
  • TIBCO Software Inc.
  • Wipro Limited
• デジタルとオートメーションのプレーヤー
  • ABB Group
  • Ansys Inc.
  • Autodesk Inc.
  • AVEVA Group Inc.
  • Bentley Systems Incorporated
  • Dassault Systèmes
  • General Electric Company
  • Robert Bosch GmbH
  • Rockwell Automation
  • Schneider Electric SE
  • Siemens AG

Data Tables

• TABLE 1 Digital twin market, by company, 2022
• TABLE 2 North America market share, by region (USD)
• TABLE 3 Data sources
• TABLE 4 Industry glossary
• TABLE 5 Digital Twin Market, 2018 - 2022, (USD Million)
• TABLE 6 Digital Twin Market, 2023 - 2032, (USD Million)
• TABLE 7 Digital Twin TAM, 2023 - 2032, (USD Billion)
• TABLE 8 Digital Twin Market by region, 2018 - 2022 (USD Million)
• TABLE 9 Digital Twin Market by region, 2023 - 2032 (USD Million)
• TABLE 10 Digital Twin Market by application, 2018 - 2022 (USD Million)
• TABLE 11 Digital Twin Market by application, 2023 - 2032 (USD Million)
• TABLE 12 Digital Twin Market by end-use, 2018 - 2022 (USD Million)
• TABLE 13 Digital Twin Market by end-use, 2023 - 2032 (USD Million)
• TABLE 14 Vendor matrix
• TABLE 15 Patent analysis
• TABLE 16 Product design and development market, 2018 - 2022 (USD Million)
• TABLE 17 Product design and development market, 2023 - 2032 (USD Million)
• TABLE 18 Machine and equipment health monitoring market, 2018 - 2022 (USD Million)
• TABLE 19 Machine and equipment health monitoring market, 2023 - 2032 (USD Million)
• TABLE 20 Process support and services market estimates and forecast, 2018 - 2022 (USD Million)
• TABLE 21 Process support and services market estimates and forecast, 2023 - 2032 (USD Million)
• TABLE 22 Digital twin market in manufacturing sector, 2018 - 2022 (USD Million)
• TABLE 23 Digital twin market in manufacturing sector, 2023 - 2032 (USD Million)
• TABLE 24 Digital twin market in healthcare sector, 2018 - 2022 (USD Million)
• TABLE 25 Digital twin market in healthcare sector, 2023 - 2032 (USD Million)
• TABLE 26 Digital twin market in automotive sector, 2018 - 2022 (USD Million)
• TABLE 27 Digital twin market in automotive sector, 2023 - 2032 (USD Million)
• TABLE 28 Digital twin market in aerospace & defense sector, 2018 - 2022 (USD Million)
• TABLE 29 Digital twin market in aerospace & defense sector 2023 - 2032 (USD Million)
• TABLE 30 Digital twin market in energy & utility sector, 2018 - 2022 (USD Million)
• TABLE 31 Digital twin market in energy & utility sector, 2023 - 2032 (USD Million)
• TABLE 32 Digital twin market in infrastructure buildings sector, 2018 - 2022 (USD Million)
• TABLE 33 Digital twin market in infrastructure buildings sector, 2023 - 2032 (USD Million)
• TABLE 34 Digital twin market in retail & consumer goods sector, 2018 - 2022 (USD Million)
• TABLE 35 Digital twin market in retail & consumer goods sector, 2023 - 2032 (USD Million)
• TABLE 36 Digital twin market in others sector, 2018 - 2022 (USD Million)
• TABLE 37 Digital twin market in others sector, 2023 - 2032 (USD Million)
• TABLE 38 North America Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 39 North America Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 40 North America Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 41 North America Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 42 North America Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 43 North America Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 44 U.S. Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 45 U.S. Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 46 U.S. Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 47 U.S. Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 48 U.S. Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 49 U.S. Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 50 Canada Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 51 Canada Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 52 Canada Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 53 Canada Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 54 Canada Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 55 Canada Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 56 Europe Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 57 Europe Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 58 Europe Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 59 Europe Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 60 Europe Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 61 Europe Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 62 UK Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 63 UK Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 64 UK Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 65 UK Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 66 UK Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 67 UK Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 68 Germany Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 69 Germany Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 70 Germany Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 71 Germany Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 72 Germany Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 73 Germany Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 74 France Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 75 France Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 76 France Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 77 France Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 78 France Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 79 France Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 80 Italy Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 81 Italy Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 82 Italy Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 83 Italy Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 84 Italy Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 85 Italy Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 86 Spain Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 87 Spain Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 88 Spain Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 89 Spain Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 90 Spain Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 91 Spain Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 92 Netherlands Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 93 Netherlands Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 94 Netherlands Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 95 Netherlands Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 96 Netherlands Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 97 Netherlands Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 98 Asia Pacific Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 99 Asia Pacific Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 100 Asia Pacific Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 101 Asia Pacific Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 102 Asia Pacific Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 103 Asia Pacific Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 104 China Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 105 China Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 106 China Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 107 China Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 108 China Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 109 China Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 110 India Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 111 India Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 112 India Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 113 India Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 114 India Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 115 India Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 116 Japan Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 117 Japan Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 118 Japan Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 119 Japan Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 120 Japan Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 121 Japan Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 122 South Korea Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 123 South Korea Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 124 South Korea Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 125 South Korea Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 126 South Korea Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 127 South Korea Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 128 Australia Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 129 Australia Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 130 Australia Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 131 Australia Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 132 Australia Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 133 Australia Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 134 Southeast Asia Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 135 Southeast Asia Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 136 Southeast Asia Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 137 Southeast Asia Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 138 Southeast Asia Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 139 Southeast Asia Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 140 LATAM Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 141 LATAM Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 142 LATAM Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 143 LATAM Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 144 LATAM Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 145 LATAM Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 146 Brazil Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 147 Brazil Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 148 Brazil Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 149 Brazil Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 150 Brazil Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 151 Brazil Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 152 Mexico Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 153 Mexico Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 154 Mexico Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 155 Mexico Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 156 Mexico Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 157 Mexico Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 158 MEA Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 159 MEA Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 160 MEA Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 161 MEA Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 162 MEA Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 163 MEA Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 164 GCC Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 165 GCC Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 166 GCC Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 167 GCC Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 168 GCC Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 169 GCC Digital Twin market by end-use, 2023 - 2032 (USD Million)
• TABLE 170 South Africa Digital Twin market, 2018 - 2022 (USD Million)
• TABLE 171 South Africa Digital Twin market, 2023 - 2032 (USD Million)
• TABLE 172 South Africa Digital Twin market by application, 2018 - 2022 (USD Million)
• TABLE 173 South Africa Digital Twin market by application, 2023 - 2032 (USD Million)
• TABLE 174 South Africa Digital Twin market by end-use, 2018 - 2022 (USD Million)
• TABLE 175 South Africa Digital Twin market by end-use, 2023 - 2032 (USD Million)

Charts & Figures

• FIG 1 Digital twin market segmentation
• FIG 2 Profile break-up of primary respondents
• FIG 3 GMI's extensive coverage in the global digital twin market
• FIG 4 Digital twin industry 36 degree synopsis, 2018 - 2032
• FIG 5 Digital twin industry ecosystem analysis
• FIG 6 Profit margin analysis
• FIG 7 Evolution of digital twin
• FIG 8 Digital twin maturity model
• FIG 9 Digital twin conceptual architecture
• FIG 10 Digital twin hierarchy analysis
• FIG 11 Growth potential analysis
• FIG 12 Porter's analysis
• FIG 13 PESTEL analysis
• FIG 14 Company market share, 2022
• FIG 15 Vendor adoption market
• FIG 16 Strategic outlook matrix
• FIG 17 Competitive analysis of technology & platform market leaders, 2022
• FIG 18 Competitive analysis of digital & automation market leaders, 2022
• FIG 19 Digital Twin Market, by application, 2022 & 2032
• FIG 20 Digital Twin Market, by end-use, 2022 & 2032
• FIG 21 Digital Twin Market, by region, 2022 & 2032
• FIG 22 SWOT Analysis, IBM Corporation
• FIG 23 SWOT Analysis, Microsoft Corporation
• FIG 24 SWOT Analysis, Oracle Corporation
• FIG 25 SWOT Analysis, SAP SE
• FIG 26 SWOT Analysis, Accenture plc
• FIG 27 SWOT Analysis, Capgemini SE
• FIG 28 SWOT Analysis, Infosys Ltd.
• FIG 29 SWOT Analysis, PTC Inc.
• FIG 30 SWOT Analysis, SAS Institute
• FIG 31 SWOT Analysis, TIBCO Software Inc.
• FIG 32 SWOT Analysis, Wipro Ltd.
• FIG 33 SWOT Analysis, ABB Group
• FIG 34 SWOT Analysis, Ansys Inc.
• FIG 35 SWOT Analysis, Autodesk Inc.
• FIG 36 SWOT Analysis, AVEVA Inc.
• FIG 37 SWOT Analysis, Bentley Systems Incorporated
• FIG 38 SWOT Analysis, Dassault Systèmes
• FIG 39 SWOT Analysis, General Electric Company.
• FIG 40 SWOT Analysis, Bosch Rexroth AG
• FIG 41 SWOT Analysis, Rockwell Automation
• FIG 42 SWOT Analysis, Schneider Electric Inc.
• FIG 43 SWOT Analysis, Siemens AG

Digital Twin Market is anticipated to expand significantly between 2023 and 2032 owing to the increasing internet penetration and the widespread use of smartphones.

The digital twin industry is being driven by the technological advancements that are pushing IoT adoption across a broad plethora of industries across the globe. IoT integration aids in the creation of complex architecture and historical data learning to avoid the shortcomings of previous models. The growing application AI production models in manufacturing, electrical & electronics, oil & gas, automotive & transportation, and others is pushing the demand for digital twin technological services.

The Scientific and AI & ML advancements have further expanded the potential for the market players to emerge in the field. For instance, In July 2022, the annual Tour de France cycling event and NTT, a renowned telecommunications firm that has been the event's official technology partner for the past eight years, used AI and digital twin technologies to improve spectator experiences.

The digital twin market has been bifurcated as per application, end use, and region.

In terms of application, the support and service segment is projected to record significant gains in the upcoming years. Digital Twins enables the creation of new customer and corporate value through customized service, the improvement of product quality and innovation, helps in the prevention of breakdowns before they occur, and the reimagining of knowledge-sharing in a people-machine context. Such beneficial features will expand its acceptance globally and supplement the segmental growth.

Based on end user, the infrastructure building segment growth of the digital twin market is driven by growing awareness related to environmental safety, supportive government initiatives, and investments to build energy-efficient smart infrastructures. It incorporates a number of components such as IoT connectivity sensors, routers, and AI & ML models that assist performance prediction and assessment information. The segment is expected to grow at over 25% CAGR by 2032.

For instance, in April 2022, it was revealed that the World Economic Forum and the China Academy of Information and Communication Technology (CAICT) have teamed up to accelerate the development and implementation of urban digital twin applications across cities.

Regionally, the MEA digital twin market development is attributed to massive investments in smart infrastructure and smart cities to improve public amenities for nations' residents. The MEA market is expected to show considerable progress at a strong growth rate from 2023 to 2032. The Middle East is a hub of technology growth and creativity, and digital twin technologies are leveraged to create new spaces by integrating physical architecture, hyper-connected technologies, and AI. The cutting-edge technology was recently utilized in Qatar's main airport, Hamad International Airport (HIA) in Doha, which officially launched its digital twin initiative in July 2022 as part of its smart airport program, which uses digital renovation to strengthen HIA's stance as one of the most advanced airports in the world.

Table of Contents

Chapter 1 Methodology & Scope

• 1.1 Scope & definitions
• 1.2 Methodology and forecast parameters
• 1.3 COVID-19 impact
  • 1.3.1 North America
  • 1.3.2 Europe
  • 1.3.3 Asia Pacific
  • 1.3.4 LATAM
  • 1.3.5 MEA
• 1.4 Data Sources
  • 1.4.1 Secondary
  • 1.4.2 Primary
• 1.5 Industry glossary

Chapter 2 Executive Summary

• 2.1 Digital twin industry 360 degree synopsis, 2018 - 2032
• 2.2 Business trends
  • 2.2.1 Total Addressable Market (TAM)
• 2.3 Regional trends
• 2.4 Application trends
• 2.5 End-use trends

Chapter 3 Digital twin industry Insights

• 3.1 Introduction
• 3.2 Impact of COVID-19 outbreak
  • 3.2.1 North America
  • 3.2.2 Europe
  • 3.2.3 Asia Pacific
  • 3.2.4 LATAM
  • 3.2.5 MEA
• 3.3 Impact of Russia-Ukraine conflict
• 3.4 Digital twin industry ecosystem analysis
  • 3.4.1 Digital twin platform providers
  • 3.4.2 Automation companies
  • 3.4.3 Distributors
  • 3.4.4 Profit margin analysis
  • 3.4.5 Vendor matrix
• 3.5 Digital twin evolution
• 3.6 Digital twin maturity model
• 3.7 Digital twin conceptual architecture
• 3.8 Digital twin hierarchy analysis
• 3.9 Technology & innovation landscape
  • 3.9.1 Augmented Reality (AR), Virtual Reality (VR), and Mixed Reality (MR)
  • 3.9.2 Artificial Intelligence (AI) and Machine Learning (ML)
  • 3.9.3 Internet of Things (IoT) and Industrial Internet of Things (IIoT)
  • 3.9.4 Blockchain Technology
• 3.10 Use cases
  • 3.10.1 Quality management
  • 3.10.2 Logistics planning
  • 3.10.3 Healthcare
  • 3.10.4 Usage-based Insurance (UBI)
  • 3.10.5 Smart cities
  • 3.10.6 Partial optimization of individual components in industrial plants
• 3.11 Investment portfolio
• 3.12 Patent analysis
• 3.13 News
  • 3.13.1 North America
  • 3.13.2 Europe
  • 3.13.3 Asia Pacific
  • 3.13.4 Latin America
  • 3.13.5 Middle east
• 3.14 Regulatory landscape
  • 3.14.1 ISO/IEC 270001
  • 3.14.2 Federal Information Security Management Act (FISMA)
  • 3.14.3 Health Insurance Portability and Accountability Act (HIPAA)
  • 3.14.4 The General Data Protection Regulation (GDPR) (EU)
  • 3.14.5 The National Institute of Standards and Technology (NIST), U.S.
• 3.15 Industry impact forces
  • 3.15.1 Growth drivers
    • 3.15.1.1 Growing adoption of IoT, big data analytics, and cloud platform
    • 3.15.1.2 Predominant use of Industrial IoT for design and manufacturing
    • 3.15.1.3 Growing adoption of digital twin in Supply Chain Management (SCM)
    • 3.15.1.4 Potential reduction of time to market, cost efficient operation and elimination of unplanned downtimes
    • 3.15.1.5 Rapid adoption of industry 4.0 coupled with increasing demand of connected devices
    • 3.15.1.6 Innovations in the field of Virtual Reality (VR) and Augmented Reality (AR)
  • 3.15.2 Industry pitfalls & challenges
    • 3.15.2.1 Cybersecurity and other related risks due to the use of cloud platforms and IoT
    • 3.15.2.2 Limited presence of skilled workforce & technical knowledge
    • 3.15.2.3 Lack of awareness related to cost benefits of the adoption of digital twin
• 3.16 Growth potential analysis
• 3.17 Porter's analysis
  • 3.17.1 Bargaining power of suppliers
  • 3.17.2 Bargaining power of buyers
  • 3.17.3 Threat of new entratnt
  • 3.17.4 Threat of substitute
• 3.18 PESTEL analysis
  • 3.18.1 Political
  • 3.18.2 Economical
  • 3.18.3 Social
  • 3.18.4 Technological
  • 3.18.5 Legal
  • 3.18.6 Environmental

Chapter 4 Competitive Landscape

• 4.1 Introduction
• 4.2 Company market share analysis, 2022
• 4.3 Competive analysis of key market players, 2022
  • 4.3.1 Technology & Platform Players
    • 4.3.1.1 Accenture Plc
    • 4.3.1.2 Capgemini SE
    • 4.3.1.3 IBM Corporation
    • 4.3.1.4 Microsoft Corporation
    • 4.3.1.5 Oracle Corporation
  • 4.3.2 Digital & automation players
    • 4.3.2.1 Autodesk, Inc.
    • 4.3.2.2 Dassault Systems
    • 4.3.2.3 General Electric Company
    • 4.3.2.4 Robert Bosch GmbH
    • 4.3.2.5 Siemens AG
• 4.4 Vendor adpotion matrix
• 4.5 Strategic outlook matrix

Chapter 5 Digital Twin Market, By Application

• 5.1 Key trends, by application
• 5.2 Product design & development
  • 5.2.1 Market estimates and forecast, 2018 - 2032
• 5.3 Machine & equipment health monitoring
  • 5.3.1 Market estimates and forecast, 2018 - 2032
• 5.4 Process support and service
  • 5.4.1 Market estimates and forecast, 2018 - 2032

Chapter 6 Digital Twin Market, By End-use

• 6.1 Key trends, by end-use
• 6.2 Manufacturing
  • 6.2.1 Market estimates and forecast, 2018 - 2032
• 6.3 Healthcare
  • 6.3.1 Market estimates and forecast, 2018 - 2032
• 6.4 Automotive
  • 6.4.1 Market estimates and forecast, 2018 - 2032
• 6.5 Aerospace & defense
  • 6.5.1 Market estimates and forecast, 2018 - 2032
• 6.6 Energy & utility
  • 6.6.1 Market estimates and forecast, 2018 - 2032
• 6.7 Infrastructure buildings
  • 6.7.1 Market estimates and forecast, 2018 - 2032
• 6.8 Retail & consumer goods
  • 6.8.1 Market estimates and forecast, 2018 - 2032
• 6.9 Others
  • 6.9.1 Market estimates and forecast, 2018 - 2032

Chapter 7 Digital Twin Market, By Region

• 7.1 Key trends by region
• 7.2 North America
  • 7.2.1 Market estimates and forecast, 2018 - 2032
  • 7.2.2 Market estimates and forecast, by application, 2018 - 2032
  • 7.2.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.2.4 U.S.
    • 7.2.4.1 Market estimates and forecast, 2018 - 2032
    • 7.2.4.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.2.4.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.2.5 Canada
    • 7.2.5.1 Market estimates and forecast, 2018 - 2032
    • 7.2.5.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.2.5.3 Market estimates and forecast, by end-use, 2018 - 2032
• 7.3 Europe
  • 7.3.1 Market estimates and forecast, 2018 - 2032
  • 7.3.2 Market estimates and forecast, by application, 2018 - 2032
  • 7.3.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.3.4 UK
    • 7.3.4.1 Market estimates and forecast, 2018 - 2032
    • 7.3.4.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.3.4.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.3.5 Germany
    • 7.3.5.1 Market estimates and forecast, 2018 - 2032
    • 7.3.5.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.3.5.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.3.6 France
    • 7.3.6.1 Market estimates and forecast, 2018 - 2032
    • 7.3.6.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.3.6.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.3.7 Italy
    • 7.3.7.1 Market estimates and forecast, 2018 - 2032
    • 7.3.7.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.3.7.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.3.8 Spain
    • 7.3.8.1 Market estimates and forecast, 2018 - 2032
    • 7.3.8.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.3.8.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.3.9 Netherlands
    • 7.3.9.1 Market estimates and forecast, 2018 - 2032
    • 7.3.9.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.3.9.3 Market estimates and forecast, by end-use, 2018 - 2032
• 7.4 Asia Pacific
  • 7.4.1 Market estimates and forecast, 2018 - 2032
  • 7.4.2 Market estimates and forecast, by application, 2018 - 2032
  • 7.4.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.4.4 China
    • 7.4.4.1 Market estimates and forecast, 2018 - 2032
    • 7.4.4.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.4.4.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.4.5 India
    • 7.4.5.1 Market estimates and forecast, 2018 - 2032
    • 7.4.5.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.4.5.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.4.6 Japan
    • 7.4.6.1 Market estimates and forecast, 2018 - 2032
    • 7.4.6.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.4.6.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.4.7 South Korea
    • 7.4.7.1 Market estimates and forecast, 2018 - 2032
    • 7.4.7.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.4.7.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.4.8 Australia
    • 7.4.8.1 Market estimates and forecast, 2018 - 2032
    • 7.4.8.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.4.8.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.4.9 Southeast Asia
    • 7.4.9.1 Market estimates and forecast, 2018 - 2032
    • 7.4.9.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.4.9.3 Market estimates and forecast, by end-use, 2018 - 2032
• 7.5 LATAM
  • 7.5.1 Market estimates and forecast, 2018 - 2032
  • 7.5.2 Market estimates and forecast, by application, 2018 - 2032
  • 7.5.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.5.4 Brazil
    • 7.5.4.1 Market estimates and forecast, 2018 - 2032
    • 7.5.4.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.5.4.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.5.5 Mexico
    • 7.5.5.1 Market estimates and forecast, 2018 - 2032
    • 7.5.5.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.5.5.3 Market estimates and forecast, by end-use, 2018 - 2032
• 7.6 MEA
  • 7.6.1 Market estimates and forecast, 2018 - 2032
  • 7.6.2 Market estimates and forecast, by application, 2018 - 2032
  • 7.6.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.6.4 GCC
    • 7.6.4.1 Market estimates and forecast, 2018 - 2032
    • 7.6.4.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.6.4.3 Market estimates and forecast, by end-use, 2018 - 2032
  • 7.6.5 South Africa
    • 7.6.5.1 Market estimates and forecast, 2018 - 2032
    • 7.6.5.2 Market estimates and forecast, by application, 2018 - 2032
    • 7.6.5.3 Market estimates and forecast, by end-use, 2018 - 2032

Chapter 8 Company Profiles

• 8.1 Technology & Platform Players
  • 8.1.1 IBM Corporation
    • 8.1.1.1 Business Overview
    • 8.1.1.2 Financial Data
    • 8.1.1.3 Product Landscape
    • 8.1.1.4 Strategic Outlook
    • 8.1.1.5 SWOT Analysis
  • 8.1.2 Microsoft Corporation
    • 8.1.2.1 Business Overview
    • 8.1.2.2 Financial Data
    • 8.1.2.3 Product Landscape
    • 8.1.2.4 Strategic Outlook
    • 8.1.2.5 SWOT Analysis
  • 8.1.3 Oracle Corporation
    • 8.1.3.1 Business Overview
    • 8.1.3.2 Financial Data
    • 8.1.3.3 Product Landscape
    • 8.1.3.4 Strategic Outlook
    • 8.1.3.5 SWOT Analysis
  • 8.1.4 SAP SE
    • 8.1.4.1 Business Overview
    • 8.1.4.2 Financial Data
    • 8.1.4.3 Product Landscape
    • 8.1.4.4 Strategic Outlook
    • 8.1.4.5 SWOT Analysis
  • 8.1.5 Accenture plc
    • 8.1.5.1 Business Overview
    • 8.1.5.2 Financial Data
    • 8.1.5.3 Product Landscape
    • 8.1.5.4 Strategic Outlook
    • 8.1.5.5 SWOT Analysis
  • 8.1.6 Capgemini SE
    • 8.1.6.1 Business Overview
    • 8.1.6.2 Financial Data
    • 8.1.6.3 Product Landscape
    • 8.1.6.4 Strategic Outlook
    • 8.1.6.5 SWOT Analysis
  • 8.1.7 Infosys Limited
    • 8.1.7.1 Business Overview
    • 8.1.7.2 Financial Data
    • 8.1.7.3 Product Landscape
    • 8.1.7.4 Strategic Outlook
    • 8.1.7.5 SWOT Analysis
  • 8.1.8 PTC Inc.
    • 8.1.8.1 Business Overview
    • 8.1.8.2 Financial Data
    • 8.1.8.3 Product Landscape
    • 8.1.8.4 Strategic Outlook
    • 8.1.8.5 SWOT Analysis
  • 8.1.9 SAS Institute Inc.
    • 8.1.9.1 Business Overview
    • 8.1.9.2 Financial Data
    • 8.1.9.3 Product Landscape
    • 8.1.9.4 Strategic Outlook
    • 8.1.9.5 SWOT Analysis
  • 8.1.10 TIBCO Software Inc.
    • 8.1.10.1 Business Overview
    • 8.1.10.2 Financial Data
    • 8.1.10.3 Product Landscape
    • 8.1.10.4 Strategic Outlook
    • 8.1.10.5 SWOT Analysis
  • 8.1.11 Wipro Limited
    • 8.1.11.1 Business Overview
    • 8.1.11.2 Financial Data
    • 8.1.11.3 Product Landscape
    • 8.1.11.4 Strategic Outlook
    • 8.1.11.5 SWOT Analysis
• 8.2 Digital and automation players
  • 8.2.1 ABB Group
    • 8.2.1.1 Business Overview
    • 8.2.1.2 Financial Data
    • 8.2.1.3 Product Landscape
    • 8.2.1.4 Strategic Outlook
    • 8.2.1.5 SWOT Analysis
  • 8.2.2 Ansys Inc.
    • 8.2.2.1 Business Overview
    • 8.2.2.2 Financial Data
    • 8.2.2.3 Product Landscape
    • 8.2.2.4 Strategic Outlook
    • 8.2.2.5 SWOT Analysis
  • 8.2.3 Autodesk Inc.
    • 8.2.3.1 Business Overview
    • 8.2.3.2 Financial Data
    • 8.2.3.3 Product Landscape
    • 8.2.3.4 Strategic Outlook
    • 8.2.3.5 SWOT Analysis
  • 8.2.4 AVEVA Group Inc.
    • 8.2.4.1 Business Overview
    • 8.2.4.2 Financial Data
    • 8.2.4.3 Product Landscape
    • 8.2.4.4 Strategic Outlook
    • 8.2.4.5 SWOT Analysis
  • 8.2.5 Bentley Systems Incorporated
    • 8.2.5.1 Business Overview
    • 8.2.5.2 Financial Data
    • 8.2.5.3 Product Landscape
    • 8.2.5.4 Strategic Outlook
    • 8.2.5.5 SWOT Analysis
  • 8.2.6 Dassault Systèmes
    • 8.2.6.1 Business Overview
    • 8.2.6.2 Financial Data
    • 8.2.6.3 Product Landscape
    • 8.2.6.4 Strategic Outlook
    • 8.2.6.5 SWOT Analysis
  • 8.2.7 General Electric Company
    • 8.2.7.1 Business Overview
    • 8.2.7.2 Financial Data
    • 8.2.7.3 Product Landscape
    • 8.2.7.4 Strategic Outlook
    • 8.2.7.5 SWOT Analysis
  • 8.2.8 Robert Bosch GmbH
    • 8.2.8.1 Business Overview
    • 8.2.8.2 Financial Data
    • 8.2.8.3 Product Landscape
    • 8.2.8.4 Strategic Outlook
    • 8.2.8.5 SWOT Analysis
  • 8.2.9 Rockwell Automation
    • 8.2.9.1 Business Overview
    • 8.2.9.2 Financial Data
    • 8.2.9.3 Product Landscape
    • 8.2.9.4 Strategic Outlook
    • 8.2.9.5 SWOT Analysis
  • 8.2.10 Schneider Electric SE
    • 8.2.10.1 Business Overview
    • 8.2.10.2 Financial Data
    • 8.2.10.3 Product Landscape
    • 8.2.10.4 Strategic Outlook
    • 8.2.10.5 SWOT Analysis
  • 8.2.11 Siemens AG
    • 8.2.11.1 Business Overview
    • 8.2.11.2 Financial Data
    • 8.2.11.3 Product Landscape
    • 8.2.11.4 Strategic Outlook
    • 8.2.11.5 SWOT Analysis