カテゴリ： IT/電子, MarketsandMarkets, 世界

世界のスマートマニュファクチャリング市場（～2028年）：技術別（3Dプリンティング、製造業用AI、無人搬送車、状態監視、サイバーセキュリティ、デジタルツイン、HMI、マシンビジョン、MES、PAM、ロボット、センサー）、産業別、地域別

■ 英語タイトル：Smart Manufacturing Market by Technology (3D printing, Al in Manufacturing, Automated guided vehicle, Condition Monitoring, Cybersecurity, Digital Twin, HMI, Machine Vision, MES, PAM, Robot, Sensor), Industry, Region - Global Forecast to 2028

調査会社MarketsandMarkets社が発行したリサーチレポート（データ管理コード：SE6677-23）■ 発行会社/調査会社：MarketsandMarkets
■ 商品コード：SE6677-23
■ 発行日：2023年8月24日
■ 調査対象地域：グローバル
■ 産業分野：IT
■ ページ数：331
■ レポート言語：英語
■ レポート形式：PDF
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★グローバルリサーチ資料[世界のスマートマニュファクチャリング市場（～2028年）：技術別（3Dプリンティング、製造業用AI、無人搬送車、状態監視、サイバーセキュリティ、デジタルツイン、HMI、マシンビジョン、MES、PAM、ロボット、センサー）、産業別、地域別]についてメールでお問い合わせはこちら
*** レポート概要（サマリー）***

"世界のスマートマニュファクチャリング市場は、2023年の1,089億米ドルから2028年には2,410億米ドルに成長し、年平均成長率は17.2%を記録する見込み"スマートマニュファクチャリング市場の成長は、産業オートメーション導入の増加、政府支援、規制遵守、複雑なサプライチェーン、コスト効率の高いソフトウェアへの需要によってもたらされます。セグメンテーションには、IT、イネーブリング技術、産業、地域が含まれます。

"倉庫管理システムは予測期間に最も高いCAGRで成長"
倉庫管理システム（WMS）分野は、市場で力強い成長を遂げています。倉庫管理システム（WMS）ソリューションは、入庫、仕分け、在庫、ピッキング、労働、出荷、ヤード、ドック管理などの多様な倉庫作業を監督します。WMSは、単一または複数の拠点間の在庫フローを合理化します。WMSは、プロセスを自動化し、生産コストを抑制することで、進化する製造現場における効率性、生産性、適応性を高めます。

"予測期間2023-2028年に最も成長するデジタルツイン"
デジタルツインは、有形の物品とその実世界での動作に関するデータを3Dデジタルモデルとリンクさせるために利用が進んでおり、エンジニアリングやビジネスで普及しています。例えば、Dassault Systemsは、物理的属性、応力、振動、ソフトウェア主導のアクションを含む製品の挙動を視覚化、分析、洞察するチームを支援するバーチャルツインを発表しました。

"航空宇宙産業は予測期間2023-2028年に最も高いCAGRで成長"
航空宇宙分野のスマートマニュファクチャリングは、モノのインターネット（IoT）、人工知能（AI）、自動化などの最先端技術の統合が大きな原動力となり、活発な成長を遂げています。これらの統合は生産効率を高め、優れた品質を確保し、安全基準を高めます。航空宇宙産業では、革新的な航空機や部品への需要が高まる中、メーカー各社はスマートな製造アプローチを採用し、業務の合理化、コスト削減、厳しい業界ベンチマークへの対応を図っています。この傾向は、性能の向上、持続可能性、競争優位性への欲求に起因しており、航空宇宙スマートマニュファクチャリング領域の有望な道を形成しています。

"北米が2022年に最大の市場規模を占める"
北米におけるスマートマニュファクチャリングの採用は増加傾向にあります。この先進的なアプローチは、モノのインターネット（IoT）、データ分析、人工知能（AI）、自動化などの技術を採用し、生産を最適化します。自動車、航空宇宙、エレクトロニクス、製薬業界は、効率性を高め、コストを削減し、製品の品質を向上させるためにスマートマニュファクチャリングを採用しています。デジタル・ツイン、リアルタイム・モニタリング、予測分析を取り入れることで、従来の製造手法を再構築しています。技術革新と技術進歩を重視する北米は、世界のスマートマニュファクチャリング分野でリーダーシップを維持する立場にあります。

主な参加企業のプロファイルの内訳：
- 企業タイプ別：Tier1 35%、Tier2 30%、Tier3 35%
- 役職別：Cレベル幹部 45%、取締役 35%、その他 20%
- 地域別：北米 35%、アジア太平洋 30%、ヨーロッパ 25%、その他地域 10%

主な参入企業：3D System, Inc. (US), ABB (Switzerland), Cisco System, Inc. (US), Emerson Electric Co. (US), General Electric (US), Honeywell International Inc. (US), IBM (US), Mitsubishi Electric Corporation (Japan), Rockwell Automation (US), Schneider Electric (France), Siemens (Germany), Oracle (US), SAP (Germany), Stratasys (US), Yokogawa Electric Corporation(Japan)

調査範囲：
スマートマニュファクチャリング市場は、情報技術、実現技術、産業、地域に区分されています。スマートマニュファクチャリング市場は、北米、ヨーロッパ、アジア太平洋地域、その他の地域（RoW）で調査されました。本レポートでは、スマートマニュファクチャリング市場の主な促進要因、阻害要因、課題、機会について説明し、2028年までの同市場を予測します。これらとは別に、本レポートは、スマートマニュファクチャリングのエコシステムに含まれるすべての企業のリーダーシップマッピングと分析でも構成されています。

レポート購入の主なメリット：
本レポートは、スマートマニュファクチャリング市場とサブセグメントの収益数の最も近い近似値に関する情報を提供し、市場のリーダー/新規参入者を支援します。本レポートは、利害関係者が競争状況を理解し、より多くの洞察を得ることで、事業の位置づけを高め、適切な市場参入戦略を計画するのに役立ちます。また、本レポートは、関係者が市場の脈拍を理解し、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供するのに役立ちます。

- 主な促進要因（製造プロセスにおけるスマートマニュファクチャリング重視の高まり、スマートマニュファクチャリング支援への政府の関与の増加、規制遵守の重視の高まり、時間とコストを削減するソフトウェアシステムへの需要の急増）、阻害要因（スマートマニュファクチャリングソリューションの実装に伴う高額な投資とコスト、機器メーカー間および接続プロトコルの標準化の欠如）の分析、 頻繁なソフトウェアアップグレードに起因するメンテナンスの必要性）、機会（IIoTとクラウド技術の採用の増加、性能向上を提供するためのさまざまなソリューションの統合の増加、新興国における急速な産業成長）、課題（サイバーセキュリティに関する脅威、スマートマニュファクチャリング技術システムの実装における複雑さ、熟練労働力の不足）を分析しました。
- 製品開発/イノベーション： スマートマニュファクチャリング市場における研究開発活動や新製品の発売に関する詳細な洞察を記載しています。
- 市場開発： 有利な市場に関する包括的な情報 - 当レポートでは、さまざまな地域のスマートマニュファクチャリング市場の分析を行っています。
- 市場の多様化： スマートマニュファクチャリング市場における新製品、未開拓の地域、最近の開発、投資に関する詳細な情報を分析しています。
- 競合評価：3D System, Inc. (US), ABB (Switzerland), Cisco System, Inc. (US), Emerson Electric Co. (US), General Electric (US), Honeywell International Inc. (US), IBM (US), Mitsubishi Electric Corporation (Japan), Rockwell Automation (US), Schneider Electric (France), Siemens (Germany), Oracle (US), SAP (Germany), Stratasys (US), Yokogawa Electric Corporation(Japan)など市場シェア、成長戦略、主要企業の製品提供などの詳細な評価を記載しています。

1. イントロダクション
2. 調査方法
3. エグゼクティブサマリー
4. プレミアムインサイト
5. 市場概要
6. スマートマニュファクチャリング市場：情報技術別
7. スマートマニュファクチャリング市場：実現情報別
8. スマートマニュファクチャリング市場：産業別
9. スマートマニュファクチャリング市場：地域別
10. 競争状況
11. 企業情報
12. 隣接＆関連市場
13. 付録

世界の市場調査レポート販売サイト（H&Iグローバルリサーチ株式会社運営）
*** レポート目次（コンテンツ）***

1 INTRODUCTION 41
1.1 STUDY OBJECTIVES 41
1.2 MARKET DEFINITION 41
1.3 INCLUSIONS AND EXCLUSIONS 42
1.4 STUDY SCOPE 43
1.4.1 MARKETS COVERED 43
FIGURE 1 SMART MANUFACTURING MARKET SEGMENTATION 43
1.4.2 REGIONAL SCOPE 43
1.4.3 YEARS CONSIDERED 44
1.4.4 CURRENCY CONSIDERED 44
1.5 LIMITATIONS 44
1.6 STAKEHOLDERS 44
1.7 SUMMARY OF CHANGES 45
1.8 RECESSION IMPACT 45
2 RESEARCH METHODOLOGY 46
2.1 INTRODUCTION 46
FIGURE 2 SMART MANUFACTURING MARKET: RESEARCH DESIGN 46
2.1.1 SECONDARY AND PRIMARY RESEARCH 47
2.1.1.1 Key industry insights 47
2.1.2 SECONDARY DATA 48
2.1.2.1 List of major secondary sources 48
2.1.2.2 Key data from secondary sources 48
2.1.3 PRIMARY DATA 49
2.1.3.1 Breakdown of primaries 49
2.1.3.2 Key data from primary sources 49
2.2 MARKET SIZE ESTIMATION METHODOLOGY 50
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY 50
2.2.1 BOTTOM-UP APPROACH 51
2.2.1.1 Approach to arrive at market size using bottom-up approach (demand side) 51
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 51
2.2.2 TOP-DOWN APPROACH 52
2.2.2.1 Approach to arrive at market size using top-down approach (supply side) 52
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 52
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 53
FIGURE 6 MARKET BREAKDOWN AND DATA TRIANGULATION 53
 
2.4 RESEARCH ASSUMPTIONS 54
FIGURE 7 SMART MANUFACTURING MARKET: RESEARCH ASSUMPTIONS 54
2.5 APPROACH TO ANALYZE RECESSION IMPACT 54
2.6 RISK ASSESSMENT 55
TABLE 1 SMART MANUFACTURING MARKET: RISK ASSESSMENT 55
3 EXECUTIVE SUMMARY 56
FIGURE 8 WAREHOUSE MANAGEMENT SYSTEM (WMS) SEGMENT TO DEPICT HIGHEST CAGR BETWEEN 2023 AND 2028 56
FIGURE 9 DIGITAL TWIN SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2028 57
FIGURE 10 ENERGY & POWER SEGMENT TO HOLD LARGEST MARKET SHARE IN 2028 58
FIGURE 11 AUTOMOTIVE SEGMENT TO DOMINATE SMART MANUFACTURING MARKET DURING FORECAST PERIOD 59
FIGURE 12 NORTH AMERICA TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 59
4 PREMIUM INSIGHTS 61
4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN SMART MANUFACTURING MARKET 61
FIGURE 13 EMPHASIS ON REAL-TIME DATA ANALYSIS AND PREDICTIVE MAINTENANCE TO CONTRIBUTE TO SMART MANUFACTURING MARKET GROWTH 61
4.2 SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY 62
FIGURE 14 WAREHOUSE MANAGEMENT SYSTEM (WMS) SEGMENT TO DEPICT HIGHEST CAGR DURING FORECAST PERIOD 62
4.3 SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY 62
FIGURE 15 INDUSTRIAL SENSORS SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023 62
4.4 SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY 63
FIGURE 16 CHEMICALS SEGMENT TO HOLD LARGEST SHARE OF SMART MANUFACTURING MARKET IN 2023 63
4.5 SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY 63
FIGURE 17 AEROSPACE SEGMENT TO REGISTER AT HIGHEST CAGR BETWEEN 2023 AND 2028 63
4.6 SMART MANUFACTURING MARKET, BY REGION 64
FIGURE 18 NORTH AMERICA TO HOLD LARGEST SHARE OF SMART MANUFACTURING MARKET IN 2028 64
4.7 SMART MANUFACTURING MARKET, BY COUNTRY 64
FIGURE 19 MEXICO TO EXHIBIT AT HIGHEST CAGR IN SMART MANUFACTURING MARKET DURING FORECAST PERIOD 64
5 MARKET OVERVIEW 65
5.1 INTRODUCTION 65
5.2 MARKET DYNAMICS 65
FIGURE 20 SMART MANUFACTURING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 65
 
5.2.1 DRIVERS 66
5.2.1.1 Rising focus on enhancing manufacturing efficiency through automated production 66
5.2.1.2 Increasing government spending on 3D printing technologies 66
5.2.1.3 Pressing need to maintain regulatory compliance of industrial solutions 67
5.2.1.4 Surging demand for innovative technologies to reduce manufacturing downtime and production waste 67
FIGURE 21 SMART MANUFACTURING MARKET: DRIVERS AND THEIR IMPACT 68
5.2.2 RESTRAINTS 68
5.2.2.1 Requirement for high initial capital investment 68
5.2.2.2 Lack of technical standards for smart manufacturing 69
5.2.2.3 Need for frequent technological upgrades 69
FIGURE 22 SMART MANUFACTURING MARKET: RESTRAINTS AND THEIR IMPACT 70
5.2.3 OPPORTUNITIES 70
5.2.3.1 Rapid advancements in IIoT and cloud computing technologies 70
5.2.3.2 Rising adoption of automation by industrial players 71
5.2.3.3 Increasing investment in infrastructure development projects 71
FIGURE 23 SMART MANUFACTURING MARKET: OPPORTUNITIES AND THEIR IMPACT 72
5.2.4 CHALLENGES 72
5.2.4.1 Increasing cyber risks to vulnerable industrial networks 72
5.2.4.2 Complex designs of advanced manufacturing solutions 73
5.2.4.3 Shortage of skilled workforce to handle smart manufacturing equipment 74
FIGURE 24 SMART MANUFACTURING MARKET: CHALLENGES AND THEIR IMPACT 74
5.3 SUPPLY CHAIN ANALYSIS 75
FIGURE 25 SMART MANUFACTURING MARKET: SUPPLY CHAIN ANALYSIS 75
5.4 ECOSYSTEM ANALYSIS 76
FIGURE 26 SMART MANUFACTURING ECOSYSTEM 76
TABLE 2 COMPANIES AND THEIR ROLES IN SMART MANUFACTURING ECOSYSTEM 76
5.5 PRICING ANALYSIS 77
5.5.1 AVERAGE SELLING PRICE (ASP) OF INDUSTRIAL ROBOTS 77
TABLE 3 AVERAGE SELLING PRICE OF INDUSTRIAL ROBOTS, BY PAYLOAD CAPACITY 78
FIGURE 27 AVERAGE SELLING PRICE OF INDUSTRIAL ROBOTS OFFERED BY KEY PLAYERS, BY PRODUCT 79
TABLE 4 AVERAGE SELLING PRICE OF INDUSTRIAL ROBOTS OFFERED BY KEY PLAYERS, BY PRODUCT (USD) 79
TABLE 5 AVERAGE SELLING PRICES OF OPTICS, BY REGION (USD) 79
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 80
FIGURE 28 REVENUE SHIFTS AND NEW REVENUE POCKETS FOR PLAYERS IN SMART MANUFACTURING MARKET 80
5.7 TECHNOLOGY ANALYSIS 80
5.7.1 INDUSTRY 4.0 80
5.7.2 ARTIFICIAL INTELLIGENCE (AI) 81
5.7.3 INTERNET OF THINGS (IOT) 81
5.7.4 BLOCKCHAIN 81
5.7.5 AUGMENTED REALITY (AR) AND VIRTUAL REALITY (VR) 82
5.7.6 COLLABORATIVE ROBOTS 82
5.7.7 PREDICTIVE MAINTENANCE 82
5.8 PORTER’S FIVE FORCE ANALYSIS 83
TABLE 6 SMART MANUFACTURING MARKET: PORTER’S FIVE FORCES ANALYSIS 83
5.8.1 THREAT OF NEW ENTRANTS 83
5.8.2 THREAT OF SUBSTITUTES 84
5.8.3 BARGAINING POWER OF SUPPLIERS 84
5.8.4 BARGAINING POWER OF BUYERS 84
5.8.5 INTENSITY OF COMPETITIVE RIVALRY 84
5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 85
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 85
FIGURE 29 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 INDUSTRIES 85
TABLE 7 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 INDUSTRIES (%) 85
5.9.2 BUYING CRITERIA 85
FIGURE 30 KEY BUYING CRITERIA FOR TOP 3 INDUSTRIES 85
TABLE 8 KEY BUYING CRITERIA FOR TOP 3 INDUSTRIES 86
5.10 CASE STUDY ANALYSIS 86
5.10.1 LEMATIC DEVELOPS SAAS SOLUTION TO PROVIDE ACCESS TO CRITICAL INFORMATION 86
5.10.2 NBC BEARINGS ESTABLISHES CONNECTED SMART FACTORY TO STREAMLINE INFORMATION FLOW 87
5.10.3 ARB MIDSTREAM ADOPTS SCADA SYSTEMS TO DEVELOP OPERATION CONTROL CENTER 87
5.10.4 HIETA PARTNERS WITH RENISHAW TO PRODUCE COMMERICAL HEAT EXCHANGERS 88
5.10.5 BARCELONA LEVERAGES COMMUNICATION INFRASTRUCTURE TO ENHANCE RESOURCE MANAGEMENT 88
5.11 TRADE ANALYSIS 89
FIGURE 31 IMPORT DATA FOR HS CODE 847950, BY COUNTRY, 2018–2022 (USD MILLION) 89
FIGURE 32 EXPORT DATA FOR HS CODE 847950, BY COUNTRY, 2018–2022 (USD MILLION) 90
5.12 PATENT ANALYSIS 90
FIGURE 33 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 90
FIGURE 34 NUMBER OF PATENTS RELATED TO SMART MANUFACTURING SOLUTIONS GRANTED IN LAST 10 YEARS 91
TABLE 9 TOP 20 PATENT OWNERS IN LAST 10 YEARS 91
5.12.1 LIST OF MAJOR PATENTS 92
 
5.13 KEY CONFERENCES AND EVENTS, 2023–2024 94
TABLE 10 SMART MANUFACTURING MARKET: LIST OF CONFERENCES AND EVENTS 94
5.14 REGULATORY LANDSCAPE 96
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96
TABLE 11 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96
TABLE 12 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 97
TABLE 13 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 97
TABLE 14 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 98
5.14.2 STANDARDS 98
5.14.2.1 IEC TS 62832-1: 2020 98
5.14.2.2 Open Platform Communications United Architecture (OPC UA) 99
5.14.2.3 ISO/IEC TR 63306-1: 2020 99
5.14.2.4 ISO 55001: 2014 99
5.14.2.5 Industrial safety standards 99
5.14.2.6 Smart manufacturing standards 100
5.14.2.6.1 Society 5.0 – Japan 100
5.14.2.6.2 RIE2020 – Singapore 100
5.14.2.6.3 USB3 Vision 100
5.14.2.6.4 CoaXPress (CXP) 100
5.14.2.7 Machine Vision cameras and sensors 101
5.14.2.7.1 EMVA 1288 101
5.14.2.7.2 ASTM E57 101
5.14.2.8 Lens mount standards 101
5.14.2.8.1 Japan Industrial Imaging Association (JIAA) 101
5.14.2.9 PROGRAMMING INTERFACE 101
5.14.2.9.1 GenICam 101
TABLE 15 SMART MANUFACTURING MARKET: REGULATIONS AND STANDARDS 101
6 SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY 103
6.1 INTRODUCTION 104
FIGURE 35 SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY 104
FIGURE 36 MANUFACTURING EXECUTION SYSTEM (MES) SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 104
TABLE 16 SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2019–2022 (USD MILLION) 105
TABLE 17 SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2023–2028 (USD MILLION) 105
TABLE 18 INFORMATION TECHNOLOGY: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 106
TABLE 19 INFORMATION TECHNOLOGY: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 106
TABLE 20 INFORMATION TECHNOLOGY: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 107
TABLE 21 INFORMATION TECHNOLOGY: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 107
TABLE 22 INFORMATION TECHNOLOGY: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 107
TABLE 23 INFORMATION TECHNOLOGY: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 108
6.2 HUMAN–MACHINE INTERFACE (HMI) 108
6.2.1 RELIANCE ON HMI TECHNOLOGY TO CONVERT COMPLEX PROCESS VARIABLES INTO ACTIONABLE INSIGHTS TO FUEL SEGMENTAL GROWTH 108
6.2.2 HUMAN–MACHINE INTERFACE (HMI), BY OFFERING 109
6.2.2.1 Software 109
6.2.2.2 Hardware 109
6.2.3 HUMAN–MACHINE INTERFACE, BY CONFIGURATION TYPE 110
6.2.3.1 Standalone HMI 110
6.2.3.2 Embedded HMI 110
TABLE 24 HUMAN–MACHINE INTERFACE (HMI): SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 110
TABLE 25 HUMAN–MACHINE INTERFACE (HMI): SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 111
TABLE 26 HUMAN–MACHINE INTERFACE (HMI): SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 111
TABLE 27 HUMAN–MACHINE INTERFACE (HMI): SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 111
TABLE 28 HUMAN–MACHINE INTERFACE (HMI): SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 112
TABLE 29 HUMAN-MACHINE INTERFACE (HMI): SMART MANUFACTURING MARKET FOR INFORMATION TECHNOLOGY, BY REGION, 2023–2028 (USD MILLION) 112
6.3 PLANT ASSET MANAGEMENT (PAM) 112
6.3.1 ADOPTION OF PAM SYSTEMS TO BUILD COMPREHENSIVE DATA RECORDS TO ACCELERATE MARKET GROWTH 113
TABLE 30 PLANT ASSET MANAGEMENT (PAM): SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 114
TABLE 31 PLANT ASSET MANAGEMENT (PAM): SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 114
TABLE 32 PLANT ASSET MANAGEMENT (PAM): SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 114
TABLE 33 PLANT ASSET MANAGEMENT (PAM): SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 115
TABLE 34 PLANT ASSET MANAGEMENT (PAM): SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 115
TABLE 35 PLANT ASSET MANAGEMENT (PAM): SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 115
 
6.3.2 PLANT ASSET MANAGEMENT (PAM), BY OFFERING 116
6.3.2.1 Software 116
6.3.2.2 Services 116
6.3.3 PLANT ASSET MANAGEMENT (PAM), BY DEPLOYMENT MODE 116
6.3.3.1 Offline 116
6.3.3.2 Online 116
6.3.4 PLANT ASSET MANAGEMENT (PAM), BY ASSET TYPE 117
6.3.4.1 Production asset 117
6.3.4.2 Automation asset 117
6.4 MANUFACTURING EXECUTION SYSTEM (MES) 117
6.4.1 RAPID ADVANCEMENTS IN MES TECHNOLOGY TO PROPEL MARKET 117
6.4.2 MANUFACTURING EXECUTION SYSTEM (MES), BY DEPLOYMENT MODE 118
6.4.2.1 On-premise 118
6.4.2.2 On-demand 119
6.4.2.3 Hybrid 119
6.4.3 MANUFACTURING EXECUTION SYSTEM (MES), BY OFFERING 119
6.4.3.1 Software 119
6.4.3.2 Solutions 119
TABLE 36 MANUFACTURING EXECUTION SYSTEM (MES): SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 120
TABLE 37 MANUFACTURING EXECUTION SYSTEM (MES): SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 120
TABLE 38 MANUFACTURING EXECUTION SYSTEM (MES): SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 120
TABLE 39 MANUFACTURING EXECUTION SYSTEM (MES): SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 121
TABLE 40 MANUFACTURING EXECUTION SYSTEM (MES): SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 121
TABLE 41 MANUFACTURING EXECUTION SYSTEM (MES): SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 121
6.5 WAREHOUSE MANAGEMENT SYSTEM (WMS) 122
6.5.1 EMPLOYMENT OF WMS SOLUTIONS TO SUPPORT INVENTORY CONTROL AND LABOR MANAGEMENT TO PROPEL MARKET 122
6.5.2 WAREHOUSE MANAGEMENT SYSTEM (WMS), BY APPLICATION 122
6.5.2.1 Inventory management 122
6.5.2.2 Order management 123
6.5.3 WAREHOUSE MANAGEMENT SYSTEM (WMS), BY DEPLOYMENT MODE 123
6.5.3.1 On-premises 123
6.5.3.2 Cloud-based 123
6.5.4 WAREHOUSE MANAGEMENT SYSTEM (WMS), BY TIER TYPE 123
6.5.4.1 Tier 1 123
6.5.4.2 Tier 2 123
6.5.4.3 Tier 3 124
TABLE 42 WAREHOUSE MANAGEMENT SYSTEM (WMS): SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 124
TABLE 43 WAREHOUSE MANAGEMENT SYSTEM (WMS): SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 124
TABLE 44 WAREHOUSE MANAGEMENT SYSTEM (WMS): SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 124
TABLE 45 WAREHOUSE MANAGEMENT SYSTEM (WMS): SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 125
TABLE 46 WAREHOUSE MANAGEMENT SYSTEM (WMS): SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 125
TABLE 47 WAREHOUSE MANAGEMENT SYSTEM (WMS): SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 125
7 SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY 126
7.1 INTRODUCTION 127
FIGURE 37 SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY 127
FIGURE 38 DIGITAL TWIN SEGMENT TO EXHIBIT HIGHEST CAGR IN SMART MANUFACTURING MARKET DURING FORECAST PERIOD 127
TABLE 48 SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2019–2022 (USD MILLION) 128
TABLE 49 SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2023–2028 (USD MILLION) 128
TABLE 50 ENABLING TECHNOLOGY: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 129
TABLE 51 ENABLING TECHNOLOGY: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 129
TABLE 52 ENABLING TECHNOLOGY: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 130
TABLE 53 ENABLING TECHNOLOGY: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 130
TABLE 54 ENABLING TECHNOLOGY: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 131
TABLE 55 ENABLING TECHNOLOGY: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 131
7.2 INDUSTRIAL 3D PRINTING 131
7.2.1 EMPHASIS ON SIMPLIFYING MANUFACTURING OF PARTS WITH COMPLEX DESIGNS TO BOOST SEGMENTAL GROWTH 132
7.2.2 INDUSTRIAL 3D PRINTING, BY OFFERING 132
7.2.2.1 Printers 132
7.2.2.2 Materials 133
7.2.2.3 Software 133
7.2.2.4 Services 133
7.2.3 INDUSTRIAL 3D PRINTING, BY APPLICATION 134
7.2.3.1 Tooling 134
7.2.3.2 Heavy equipment and machinery 134
7.2.3.3 Robotics 134
 
7.2.4 INDUSTRIAL 3D PRINTING, BY PROCESS 134
7.2.4.1 Binder jetting 134
7.2.4.2 Direct energy deposition 134
7.2.4.3 Material extrusion 135
7.2.4.4 Material jetting 135
7.2.4.5 Powder bed fusion 135
7.2.4.6 Sheet lamination 135
7.2.4.7 Vat photopolymerization 135
7.2.5 INDUSTRIAL 3D PRINTING, BY TECHNOLOGY 135
7.2.5.1 Deployment of industrial 3D printing technologies to support manufacturing processes and enhance supply chain to drive segmental growth 135
TABLE 56 INDUSTRIAL 3D PRINTING: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 136
TABLE 57 INDUSTRIAL 3D PRINTING: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 136
TABLE 58 INDUSTRIAL 3D PRINTING: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 136
TABLE 59 INDUSTRIAL 3D PRINTING: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 137
TABLE 60 INDUSTRIAL 3D PRINTING: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 137
TABLE 61 INDUSTRIAL 3D PRINTING: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 137
7.3 ROBOTS 138
7.3.1 DEPLOYMENT OF AI AND ML TECHNOLOGIES TO IMPROVE INDUSTRIAL ROBOT PERFORMANCE TO CONTRIBUTE TO SEGMENTAL GROWTH 138
7.3.2 ROBOTS, BY TYPE 139
7.3.2.1 Traditional robots 139
7.3.2.1.1 Articulated robots 139
7.3.2.1.2 Cartesian robots 139
7.3.2.1.3 Selective compliance assembly robot arms (SCARAs) 139
7.3.2.1.4 Parallel robots 140
7.3.2.1.5 Other traditional robots 140
7.3.2.2 Collaborative robots 140
TABLE 62 ROBOTS: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 141
TABLE 63 ROBOTS: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 141
TABLE 64 ROBOTS: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 141
TABLE 65 ROBOTS: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 142
TABLE 66 ROBOTS: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 142
TABLE 67 ROBOTS: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 142
TABLE 68 INDUSTRIAL ROBOTS MARKET, BY TYPE, 2019–2022 (THOUSAND UNITS) 142
TABLE 69 INDUSTRIAL ROBOTS MARKET, BY TYPE, 2023–2028 (THOUSAND UNITS) 143
7.4 INDUSTRIAL SENSORS 143
7.4.1 INTEGRATION OF INDUSTRIAL SENSORS WITH ADVANCED CONNECTIVITY SOLUTIONS TO FUEL MARKET GROWTH 143
7.4.2 INDUSTRIAL SENSORS, BY TYPE 143
7.4.2.1 Wired 143
7.4.2.2 Wireless 144
TABLE 70 INDUSTRIAL SENSORS: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 144
TABLE 71 INDUSTRIAL SENSORS: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 144
TABLE 72 INDUSTRIAL SENSORS: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 144
TABLE 73 INDUSTRIAL SENSORS: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 145
7.5 AI IN MANUFACTURING 145
7.5.1 RELIANCE ON AI TECHNOLOGY TO REVOLUTIONIZE MANUFACTURING OPERATIONS TO PROPEL MARKET 145
7.5.2 AI IN MANUFACTURING, BY OFFERING 146
7.5.2.1 Hardware 146
7.5.2.2 Software 146
7.5.3 AI IN MANUFACTURING, BY TECHNOLOGY 146
7.5.3.1 Computer vision 146
7.5.3.2 Deep learning 146
7.5.3.3 Natural language processing (NLP) 147
7.5.3.4 Context awareness 147
7.5.4 AI IN MANUFACTURING, BY APPLICATION 147
7.5.4.1 Predictive maintenance 147
7.5.4.2 Machinery inspection 147
7.5.4.3 Production planning 147
7.5.4.4 Field services 147
7.5.4.5 Quality control 148
TABLE 74 AI IN MANUFACTURING: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 148
TABLE 75 AI IN MANUFACTURING: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 148
TABLE 76 AI IN MANUFACTURING: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 148
TABLE 77 AI IN MANUFACTURING: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 149
TABLE 78 AI IN MANUFACTURING: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 149
TABLE 79 AI IN MANUFACTURING: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 149
 
7.6 MACHINE CONDITION MONITORING 150
7.6.1 RELIANCE ON PREDICTIVE MONITORING SYSTEMS TO DETECT THREATS AND TAKE REMEDIAL ACTIONS TO FUEL MARKET GROWTH 150
7.6.2 MACHINE CONDITION MONITORING, BY TECHNIQUE 150
7.6.2.1 Vibration monitoring 150
7.6.2.2 Thermography 150
7.6.2.3 Oil analysis 150
7.6.2.4 Corrosion monitoring 151
7.6.2.5 Motor current analysis 151
7.6.3 MACHINE CONDITION MONITORING, BY OFFERING 151
7.6.3.1 Hardware 151
7.6.3.2 Software 152
7.6.4 MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE 152
7.6.4.1 On-premises 152
7.6.4.2 Cloud-based 152
TABLE 80 MACHINE CONDITION MONITORING: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 152
TABLE 81 MACHINE CONDITION MONITORING: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 153
TABLE 82 MACHINE CONDITION MONITORING: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 153
TABLE 83 MACHINE CONDITION MONITORING: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 153
TABLE 84 MACHINE CONDITION MONITORING: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 154
TABLE 85 MACHINE CONDITION MONITORING: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 154
7.7 INDUSTRIAL MACHINE VISION 154
7.7.1 APPLICATION OF 3D MACHINE VISION TECHNOLOGY IN MANUFACTURING PROCESSES TO ACCELERATE SEGMENTAL GROWTH 154
7.7.2 INDUSTRIAL MACHINE VISION, BY COMPONENT 155
7.7.2.1 Hardware 155
7.7.2.2 Software 155
7.7.3 INDUSTRIAL MACHINE VISION, BY PRODUCT 156
7.7.3.1 PC-based 156
7.7.3.2 Smart camera-based 156
7.7.4 INDUSTRIAL MACHINE VISION, BY APPLICATION 156
7.7.4.1 Quality assurance and inspection 156
7.7.4.2 Positioning and guidance 156
7.7.4.3 Measurement 156
7.7.4.4 Identification 157
TABLE 86 INDUSTRIAL MACHINE VISION: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 157
TABLE 87 INDUSTRIAL MACHINE VISION: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 157
TABLE 88 INDUSTRIAL MACHINE VISION: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 157
TABLE 89 INDUSTRIAL MACHINE VISION: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 158
TABLE 90 INDUSTRIAL MACHINE VISION: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 158
TABLE 91 INDUSTRIAL MACHINE VISION: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 158
7.8 INDUSTRIAL CYBERSECURITY 159
7.8.1 RELIANCE ON SECURE INDUSTRIAL CONTROL SYSTEMS TO FUEL MARKET GROWTH 159
7.8.2 INDUSTRIAL CYBERSECURITY, BY TYPE 159
7.8.2.1 Network security 159
7.8.2.2 Application security 159
7.8.2.3 Endpoint security 160
7.8.2.4 Cloud security 160
7.8.2.5 Wireless security 160
7.8.2.6 Other security types 160
7.8.3 INDUSTRIAL CYBERSECURITY, BY PRODUCT 160
7.8.3.1 Gateways 160
7.8.3.2 Network devices 161
7.8.4 INDUSTRIAL CYBERSECURITY, BY TYPE 161
7.8.4.1 Solutions 161
7.8.4.2 Services 161
TABLE 92 INDUSTRIAL CYBERSECURITY: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 162
TABLE 93 INDUSTRIAL CYBERSECURITY: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 162
TABLE 94 INDUSTRIAL CYBERSECURITY: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 162
TABLE 95 INDUSTRIAL CYBERSECURITY: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 162
7.9 DIGITAL TWIN 163
7.9.1 INTEGRATION OF AI AND ML WITH DIGITAL TWIN TECHNOLOGIES TO CONTRIBUTE TO MARKET GROWTH 163
7.9.2 DIGITAL TWIN, BY APPLICATION 163
7.9.2.1 Product design and development 163
7.9.2.2 Machine and equipment health monitoring 164
7.9.2.3 Structural health monitoring 164
7.9.2.4 Condition monitoring 164
7.9.2.5 Predictive maintenance 164
7.9.2.6 Dynamic optimization 164
TABLE 96 DIGITAL TWIN: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 164
TABLE 97 DIGITAL TWIN: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 165
TABLE 98 DIGITAL TWIN: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 165
TABLE 99 DIGITAL TWIN: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 165
TABLE 100 DIGITAL TWIN: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 166
TABLE 101 DIGITAL TWIN: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 166
7.10 AUTOMATED GUIDED VEHICLES 166
7.10.1 DEPLOYMENT OF 5G TO PROVIDE HIGH-SPEED VEHICLE CONNECTIVITY AND NAVIGATION TO PROPEL MARKET 166
7.10.2 AUTOMATED GUIDED VEHICLES, BY TYPE 167
7.10.2.1 Unit load carriers 167
7.10.2.2 Tow vehicles 167
7.10.2.3 Pallet trucks 167
7.10.2.4 Assembly line vehicles 167
7.10.3 AUTOMATED GUIDED VEHICLES, BY NAVIGATION TECHNOLOGY 168
7.10.3.1 Laser guidance 168
7.10.3.2 Magnetic guidance 168
7.10.3.3 Vision guidance 168
7.10.3.4 Inductive guidance 168
7.10.3.5 Optical tape guidance 168
7.10.4 AUTOMATED GUIDED VEHICLES, BY APPLICATION 168
7.10.4.1 Transportation 168
7.10.4.2 Distribution 169
7.10.4.3 Storage 169
7.10.4.4 Assembly 169
7.10.4.5 Packaging 169
TABLE 102 AUTOMATED GUIDED VEHICLES: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 169
TABLE 103 AUTOMATED GUIDED VEHICLES: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 170
TABLE 104 AUTOMATED GUIDED VEHICLES: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 170
TABLE 105 AUTOMATED GUIDED VEHICLES: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 170
TABLE 106 AUTOMATED GUIDED VEHICLES: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 171
TABLE 107 AUTOMATED GUIDED VEHICLES: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 171
7.11 AUGMENTED REALITY & VIRTUAL REALITY 171
7.11.1 GROWING DEMAND FOR AR & VR TECHNOLOGIES BY MANUFACTURING SECTOR TO DRIVE MARKET 171
7.11.2 AUGMENTED REALITY & VIRTUAL REALITY, BY TECHNOLOGY 172
7.11.2.1 Augmented reality 172
7.11.2.2 Virtual reality 172
7.11.3 AUGMENTED REALITY & VIRTUAL REALITY, BY OFFERING 173
7.11.3.1 Hardware 173
7.11.3.2 Software 174
7.11.4 AUGMENTED REALITY & VIRTUAL REALITY, BY DEVICE TYPE 174
7.11.4.1 Head-mounted displays (HMDs) 174
7.11.4.2 Head-up displays (HUDs) 174
TABLE 108 AUGMENTED REALITY & VIRTUAL REALITY: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 175
TABLE 109 AUGMENTED REALITY & VIRTUAL REALITY: SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 175
TABLE 110 AUGMENTED REALITY & VIRTUAL REALITY: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 175
TABLE 111 AUGMENTED REALITY & VIRTUAL REALITY: SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 176
7.12 5G INDUSTRIAL IOT 176
7.12.1 RISING DEMAND FOR RELIABLE AND LOW-LATENCY NETWORKS TO BOOST SEGMENTAL GROWTH 176
TABLE 112 5G INDUSTRIAL IOT: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 177
TABLE 113 5G INDUSTRIAL IOT: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 177
TABLE 114 5G INDUSTRIAL IOT: SMART MANUFACTURING MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 178
TABLE 115 5G INDUSTRIAL IOT: SMART MANUFACTURING MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 178
8 SMART MANUFACTURING MARKET, BY INDUSTRY 179
8.1 INTRODUCTION 180
FIGURE 39 SMART MANUFACTURING MARKET, BY INDUSTRY 180
8.2 PROCESS INDUSTRIES 180
FIGURE 40 ENERGY & POWER SEGMENT TO HOLD LARGEST SHARE OF SMART MANUFACTURING MARKET IN 2028 181
TABLE 116 SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2019–2022 (USD MILLION) 181
TABLE 117 SMART MANUFACTURING MARKET, BY PROCESS INDUSTRY, 2023–2028 (USD MILLION) 182
TABLE 118 PROCESS INDUSTRY: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2019–2022 (USD MILLION) 182
TABLE 119 PROCESS INDUSTRY: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2023–2028 (USD MILLION) 183
TABLE 120 PROCESS INDUSTRY: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2019–2022 (USD MILLION) 183
TABLE 121 PROCESS INDUSTRY: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2023–2028 (USD MILLION) 184
8.2.1 OIL & GAS 184
8.2.1.1 Utilization of asset monitoring solutions by oil & gas companies to drive market 184
8.2.2 FOOD & BEVERAGES 185
8.2.2.1 Requirement for increased productivity and reduced downtime in food & beverage manufacturing plants to fuel segmental growth 185
8.2.3 PHARMACEUTICALS 186
8.2.3.1 Deployment of automated systems to increase operational efficiency by pharma companies to boost market growth 186
8.2.4 CHEMICALS 186
8.2.4.1 Reliance of chemical manufacturers on automated solutions to maintain ideal inventory levels to contribute to market growth 186
8.2.5 ENERGY & POWER 187
8.2.5.1 Adoption of smart manufacturing tools to facilitate efficient energy & power management to propel market 187
8.2.6 METALS & MINING 188
8.2.6.1 Deployment of enabling technologies to optimize metal production to fuel segmental growth 188
8.2.7 PULP & PAPER 188
8.2.7.1 Use of smart manufacturing solutions to cut costs and increase pulp & paper output to drive market 188
8.2.8 OTHER PROCESS INDUSTRIES 189
8.3 DISCRETE INDUSTRIES 189
FIGURE 41 AUTOMOTIVE SEGMENT TO DOMINATE SMART MANUFACTURING MARKET FROM 2023 TO 2028 190
TABLE 122 SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2019–2022 (USD MILLION) 190
TABLE 123 SMART MANUFACTURING MARKET, BY DISCRETE INDUSTRY, 2023–2028 (USD MILLION) 190
TABLE 124 DISCRETE INDUSTRY: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2019–2022 (USD MILLION) 191
TABLE 125 DISCRETE INDUSTRY: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2023–2028 (USD MILLION) 191
TABLE 126 DISCRETE INDUSTRY: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2019–2022 (USD MILLION) 192
TABLE 127 DISCRETE INDUSTRY: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2023–2028 (USD MILLION) 192
8.3.1 AUTOMOTIVE 193
8.3.1.1 Use of cobots to manage mission-critical tasks in automotive manufacturing plants to contribute to market growth 193
8.3.2 AEROSPACE 193
8.3.2.1 Deployment of AI technologies to detect aerospace & defense machinery faults to propel market 193
8.3.3 SEMICONDUCTOR & ELECTRONICS 194
8.3.3.1 Adoption of smart manufacturing solutions to strengthen semiconductor & electronics supply chain to boost segmental growth 194
8.3.4 MEDICAL DEVICES 194
8.3.4.1 Utilization of robots in medical facilities to maintain infection-free environment to drive segmental growth 194
 
8.3.5 MACHINE MANUFACTURING 195
8.3.5.1 Reliance on AI technology to analyze machine manufacturing conditions and reduce downtime to accelerate market growth 195
8.3.6 OTHER DISCRETE INDUSTRIES 195
9 SMART MANUFACTURING MARKET, BY REGION 197
9.1 INTRODUCTION 198
FIGURE 42 SMART MANUFACTURING MARKET, BY REGION 198
FIGURE 43 NORTH AMERICA TO DOMINATE SMART MANUFACTURING MARKET DURING FORECAST PERIOD 198
TABLE 128 SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 199
TABLE 129 SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 199
9.2 NORTH AMERICA 200
9.2.1 RECESSION IMPACT ON MARKET IN NORTH AMERICA 200
FIGURE 44 NORTH AMERICA: SMART MANUFACTURING MARKET SNAPSHOT 201
FIGURE 45 US TO ACCOUNT FOR LARGEST SHARE OF SMART MANUFACTURING MARKET IN 2028 201
TABLE 130 NORTH AMERICA: SMART MANUFACTURING MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 202
TABLE 131 NORTH AMERICA: SMART MANUFACTURING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 202
TABLE 132 NORTH AMERICA: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2019–2022 (USD MILLION) 202
TABLE 133 NORTH AMERICA: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2023–2028 (USD MILLION) 203
TABLE 134 NORTH AMERICA: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2019–2022 (USD MILLION) 203
TABLE 135 NORTH AMERICA: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2023–2028 (USD MILLION) 204
9.2.2 US 204
9.2.2.1 Increasing adoption of automation solutions to improve operational efficiency to drive market 204
9.2.3 CANADA 205
9.2.3.1 Growing emphasis on innovation of food & beverage processing activities to accelerate market growth 205
9.2.4 MEXICO 206
9.2.4.1 Rising advancement in IIoT and automation technologies to contribute to market growth 206

9.3 EUROPE 206
9.3.1 RECESSION IMPACT ON MARKET IN EUROPE 207
FIGURE 46 EUROPE: SMART MANUFACTURING MARKET SNAPSHOT 207
FIGURE 47 GERMANY TO HOLD LARGEST SHARE OF SMART MANUFACTURING MARKET IN 2023 208
TABLE 136 EUROPE: SMART MANUFACTURING MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 208
TABLE 137 EUROPE: SMART MANUFACTURING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 208
TABLE 138 EUROPE: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2019–2022 (USD MILLION) 209
TABLE 139 EUROPE: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2023–2028 (USD MILLION) 209
TABLE 140 EUROPE: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2019–2022 (USD MILLION) 209
TABLE 141 EUROPE: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2023–2028 (USD MILLION) 210
9.3.2 UK 210
9.3.2.1 Employment of IoT, cloud, and 5G technologies to boost manufacturing efficiency to drive market 210
9.3.3 GERMANY 211
9.3.3.1 Implementation of cloud-based solutions in manufacturing facilities to propel market 211
9.3.4 FRANCE 211
9.3.4.1 Investments in digital revolution projects to accelerate industrial automation to contribute to market growth 211
9.3.5 REST OF EUROPE 212
9.4 ASIA PACIFIC 213
9.4.1 RECESSION IMPACT ON MARKET IN ASIA PACIFIC 213
FIGURE 48 ASIA PACIFIC: SMART MANUFACTURING MARKET SNAPSHOT 214
FIGURE 49 CHINA TO ACCOUNT FOR LARGEST SHARE OF SMART MANUFACTURING MARKET IN 2028 215
TABLE 142 ASIA PACIFIC: SMART MANUFACTURING MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 215
TABLE 143 ASIA PACIFIC: SMART MANUFACTURING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 215
TABLE 144 ASIA PACIFIC: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2019–2022 (USD MILLION) 216
TABLE 145 ASIA PACIFIC: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2023–2028 (USD MILLION) 216
TABLE 146 ASIA PACIFIC: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2019–2022 (USD MILLION) 216
TABLE 147 ASIA PACIFIC: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2023–2028 (USD MILLION) 217
9.4.2 CHINA 217
9.4.2.1 Government initiatives to boost industrialization using automation technologies to fuel market growth 217
9.4.3 JAPAN 218
9.4.3.1 Introduction of IT projects and advancements in robotics to drive market 218
9.4.4 INDIA 218
9.4.4.1 Deployment of advanced technologies to support industrial revolution to support market growth 218
9.4.5 REST OF ASIA PACIFIC 219
 
9.5 ROW 219
9.5.1 RECESSION IMPACT ON MARKET IN ROW 220
FIGURE 50 MIDDLE EAST TO DEPICT HIGHEST CAGR IN SMART MANUFACTURING MARKET FROM 2023 TO 2028 220
TABLE 148 ROW: SMART MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 220
TABLE 149 ROW: SMART MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 220
TABLE 150 ROW: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2019–2022 (USD MILLION) 221
TABLE 151 ROW: SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2023–2028 (USD MILLION) 221
TABLE 152 ROW: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2019–2022 (USD MILLION) 221
TABLE 153 ROW: SMART MANUFACTURING MARKET, BY ENABLING TECHNOLOGY, 2023–2028 (USD MILLION) 222
9.5.2 SOUTH AMERICA 222
9.5.2.1 Growing adoption of emerging technologies in industrial sectors to accelerate market growth 222
9.5.3 MIDDLE EAST & AFRICA 223
9.5.3.1 Rising implementation of automated solutions in oil & gas and mining facilities to propel market 223
10 COMPETITIVE LANDSCAPE 224
10.1 INTRODUCTION 224
TABLE 154 KEY STRATEGIES ADOPTED BY PLAYERS IN SMART MANUFACTURING MARKET, 2021–2023 224
10.2 MARKET SHARE ANALYSIS, 2022 226
FIGURE 51 MARKET SHARE ANALYSIS OF KEY PLAYERS, 2022 226
TABLE 155 INDUSTRIAL ROBOTICS MARKET: DEGREE OF COMPETITION 227
10.3 REVENUE ANALYSIS OF KEY PLAYERS, 2018–2022 227
FIGURE 52 FIVE-YEAR REVENUE ANALYSIS OF KEY PLAYERS IN INDUSTRIAL ROBOTICS MARKET 227
10.4 EVALUATION MATRIX OF KEY COMPANIES, 2022 230
10.4.1 STARS 230
10.4.2 PERVASIVE PLAYERS 230
10.4.3 EMERGING LEADERS 230
10.4.4 PARTICIPANTS 230
10.5 COMPETITIVE BENCHMARKING 231
TABLE 156 OVERALL COMPANY FOOTPRINT 231
TABLE 157 COMPANY FOOTPRINT, BY TYPE 231
TABLE 158 COMPANY FOOTPRINT, BY END-USE INDUSTRY 232
TABLE 159 COMPANY FOOTPRINT, BY REGION 233
FIGURE 53 INDUSTRIAL ROBOTICS MARKET: EVALUATION MATRIX OF KEY COMPANIES, 2022 234
10.6 EVALUATION MATRIX OF START-UPS/SMALL AND MEDIUM-SIZED ENTERPRISES (SMES), 2022 235
10.6.1 PROGRESSIVE COMPANIES 235
10.6.2 RESPONSIVE COMPANIES 235
10.6.3 DYNAMIC COMPANIES 235
10.6.4 STARTING BLOCKS 235
10.7 COMPETITIVE BENCHMARKING 236
TABLE 160 INDUSTRIAL ROBOTICS MARKET: KEY START-UPS/SMES 236
TABLE 161 INDUSTRIAL ROBOTICS MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES 237
FIGURE 54 INDUSTRIAL ROBOTICS MARKET: EVALUATION MATRIX OF START- UPS/SMES, 2022 238
10.8 COMPETITIVE SCENARIOS AND TRENDS 239
10.8.1 RECENT DEVELOPMENTS 239
10.8.1.1 Product launches 239
TABLE 162 SMART MANUFACTURING MARKET: PRODUCT LAUNCHES 239
10.8.1.2 Deals 241
TABLE 163 SMART MANUFACTURING MARKET: DEALS 241
10.8.1.3 Others 248
TABLE 164 SMART MANUFACTURING MARKET: OTHERS 248
11 COMPANY PROFILES 250
(Business overview, Products/Solutions/Services offered, Recent Developments, MNM view)*
11.1 KEY PLAYERS 250
11.1.1 3D SYSTEMS, INC. 250
TABLE 165 3D SYSTEMS, INC.: COMPANY OVERVIEW 250
FIGURE 55 3D SYSTEMS, INC.: COMPANY SNAPSHOT 251
TABLE 166 3D SYSTEMS, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 251
TABLE 167 3D SYSTEMS, INC.: DEALS 252
11.1.2 ABB 254
TABLE 168 ABB: COMPANY OVERVIEW 254
FIGURE 56 ABB: COMPANY SNAPSHOT 255
TABLE 169 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 255
TABLE 170 ABB: DEALS 256
TABLE 171 ABB: PRODUCT LAUNCHES 257
11.1.3 CISCO SYSTEMS, INC. 259
TABLE 172 CISCO SYSTEMS, INC.: COMPANY OVERVIEW 259
FIGURE 57 CISCO SYSTEMS, INC.: COMPANY SNAPSHOT 260
TABLE 173 CISCO SYSTEMS, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 260
TABLE 174 CISCO SYSTEMS, INC.: DEALS 261
11.1.4 EMERSON ELECTRIC CO. 262
TABLE 175 EMERSON ELECTRIC CO.: COMPANY OVERVIEW 262
FIGURE 58 EMERSON ELECTRIC CO.: COMPANY SNAPSHOT 263
TABLE 176 EMERSON ELECTRIC CO.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 263
TABLE 177 EMERSON ELECTRIC CO.: DEALS 264
11.1.5 GENERAL ELECTRIC 266
TABLE 178 GENERAL ELECTRIC: COMPANY OVERVIEW 266
FIGURE 59 GENERAL ELECTRIC: COMPANY SNAPSHOT 267
TABLE 179 GENERAL ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 267
TABLE 180 GENERAL ELECTRIC: PRODUCT LAUNCHES 268
11.1.6 HONEYWELL INTERNATIONAL INC. 270
TABLE 181 HONEYWELL INTERNATIONAL INC.: COMPANY OVERVIEW 270
FIGURE 60 HONEYWELL INTERNATIONAL INC.: COMPANY SNAPSHOT 271
TABLE 182 HONEYWELL INTERNATIONAL INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 271
TABLE 183 HONEYWELL INTERNATIONAL INC.: PRODUCT LAUNCHES 272
TABLE 184 HONEYWELL INTERNATIONAL INC.: DEALS 273
TABLE 185 HONEYWELL INTERNATIONAL INC.: OTHERS 273
11.1.7 IBM 275
TABLE 186 IBM: COMPANY OVERVIEW 275
FIGURE 61 IBM: COMPANY SNAPSHOT 276
TABLE 187 IBM: PRODUCT/SOLUTIONS/SERVICES OFFERED 276
TABLE 188 IBM.: PRODUCT LAUNCHES 277
TABLE 189 IBM: DEALS 278
11.1.8 MITSUBISHI ELECTRIC CORPORATION 279
TABLE 190 MITSUBISHI ELECTRIC CORPORATION: COMPANY OVERVIEW 279
FIGURE 62 MITSUBISHI ELECTRIC CORPORATION: COMPANY SNAPSHOT 280
TABLE 191 MITSUBISHI ELECTRIC CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 281
TABLE 192 MITSUBISHI ELECTRIC CORPORATION: PRODUCT LAUNCHES 282
TABLE 193 MITSUBISHI ELECTRIC CORPORATION: DEALS 282
TABLE 194 MITSUBISHI ELECTRIC CORPORATION: OTHERS 282
11.1.9 ROCKWELL AUTOMATION 283
TABLE 195 ROCKWELL AUTOMATION: COMPANY OVERVIEW 283
FIGURE 63 ROCKWELL AUTOMATION: COMPANY SNAPSHOT 284
TABLE 196 ROCKWELL AUTOMATION: PRODUCT/SOLUTIONS/SERVICES OFFERED 284
TABLE 197 ROCKWELL AUTOMATION: PRODUCT LAUNCHES 285
TABLE 198 ROCKWELL AUTOMATION: DEALS 285
11.1.10 SCHNEIDER ELECTRIC 288
TABLE 199 SCHNEIDER ELECTRIC: COMPANY OVERVIEW 288
FIGURE 64 SCHNEIDER ELECTRIC: COMPANY SNAPSHOT 289
TABLE 200 SCHNEIDER ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 289
TABLE 201 SCHNEIDER ELECTRIC: PRODUCT LAUNCHES 290
TABLE 202 SCHNEIDER ELECTRIC: DEALS 291
 
11.1.11 SIEMENS 292
TABLE 203 SIEMENS: COMPANY OVERVIEW 292
FIGURE 65 SIEMENS: COMPANY SNAPSHOT 293
TABLE 204 SIEMENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 293
TABLE 205 SIEMENS: PRODUCT LAUNCHES 294
TABLE 206 SIEMENS: DEALS 295
TABLE 207 SIEMENS: OTHERS 295
11.1.12 ORACLE 297
TABLE 208 ORACLE: COMPANY OVERVIEW 297
FIGURE 66 ORACLE: COMPANY SNAPSHOT 298
TABLE 209 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 298
TABLE 210 ORACLE: PRODUCT LAUNCHES 299
11.1.13 SAP 300
TABLE 211 SAP: COMPANY OVERVIEW 300
FIGURE 67 SAP: COMPANY SNAPSHOT 301
TABLE 212 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 302
TABLE 213 SAP: DEALS 303
TABLE 214 SAP: OTHERS 303
11.1.14 STRATASYS 304
TABLE 215 STRATASYS: COMPANY OVERVIEW 304
FIGURE 68 STRATASYS: COMPANY SNAPSHOT 304
TABLE 216 STRATASYS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 305
TABLE 217 STRATASYS: PRODUCT LAUNCHES 305
TABLE 218 STRATASYS: DEALS 306
TABLE 219 STRATASYS: OTHERS 307
11.1.15 YOKOGAWA ELECTRIC CORPORATION 308
TABLE 220 YOKOGAWA ELECTRIC CORPORATION: COMPANY OVERVIEW 308
FIGURE 69 YOKOGAWA ELECTRIC CORPORATION: COMPANY SNAPSHOT 309
TABLE 221 YOKOGAWA ELECTRIC CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 309
TABLE 222 YOKOGAWA ELECTRIC CORPORATION: DEALS 310
TABLE 223 YOKOGAWA ELECTRIC CORPORATION: OTHERS 311
11.2 OTHER KEY PLAYERS 312
11.2.1 COGNEX CORPORATION 312
11.2.2 GOOGLE 313
11.2.3 INTEL CORPORATION 314
11.2.4 KEYENCE CORPORATION 315
11.2.5 NVIDIA CORPORATION 316
11.2.6 PTC 317
 
11.2.7 SAMSUNG 318
11.2.8 SONY 319
11.2.9 UNIVERSAL ROBOTS A/S 320
11.2.10 OMRON CORPORATION 321
*Details on Business overview, Products/Solutions/Services offered, Recent Developments, MNM view might not be captured in case of unlisted companies.
12 ADJACENT & RELATED MARKETS 322
12.1 INTRODUCTION 322
12.2 LIMITATION 322
12.3 REAL-TIME LOCATION SYSTEMS MARKET, BY OFFERING 323
FIGURE 70 RTLS MARKET, BY OFFERING 323
TABLE 224 RTLS MARKET, BY OFFERING, 2019–2022 (USD MILLION) 324
TABLE 225 RTLS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 324
12.4 HARDWARE 324
12.4.1 INCREASING DEMAND FOR HYBRID RTLS SOLUTIONS TO DRIVE SEGMENTAL GROWTH 324
TABLE 226 HARDWARE: RTLS MARKET, BY TYPE, 2019–2022 (USD MILLION) 325
TABLE 227 HARDWARE: RTLS MARKET, BY TYPE, 2023–2028 (USD MILLION) 325
TABLE 228 HARDWARE: RTLS MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)) 325
TABLE 229 HARDWARE: RTLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 326
12.4.2 TAGS/BADGES 327
12.4.2.1 Rising use of RTLS tags to track assets in real time to boost segmental growth 327
12.4.3 READERS/TRACKERS/ACCESS POINTS 327
12.4.3.1 Growing deployment of readers to send and receive signals from transponders to propel market 327
12.4.4 OTHER HARDWARE PRODUCTS 328
12.5 SOFTWARE 328
12.5.1 GROWING DEMAND FOR CUSTOMIZED RTLS TO BOOST USE OF SOFTWARE SOLUTIONS TO CONTRIBUTE TO SEGMENTAL GROWTH 328
TABLE 230 SOFTWARE: RTLS MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION) 329
TABLE 231 SOFTWARE: RTLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 329
12.6 SERVICES 330
12.6.1 INCLINATION OF INDUSTRIES TOWARD IMPROVING OPERATIONAL EFFICIENCY, SAFETY, AND SECURITY TO INCREASE DEMAND FOR RTLS SERVICES 330
TABLE 232 SERVICES: RTLS MARKET, BY TYPE, 2019–2022 (USD MILLION) 330
TABLE 233 SERVICES: RTLS MARKET, BY TYPE, 2023–2028 (USD MILLION) 330
TABLE 234 SERVICES: RTLS MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION) 331
TABLE 235 SERVICES: RTLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 331
12.6.2 DEPLOYMENT & INTEGRATION 331
12.6.2.1 Rising use of customized and application-specific RTLS to increase demand for deployment & integration services 331
12.6.3 SUPPORT & MAINTENANCE 332
12.6.3.1 Requirement for uninterrupted operations to fuel demand for support & maintenance services 332
12.6.4 CONSULTING 332
12.6.4.1 Focus of organizations on increasing workflow efficiency to drive demand for consulting services 332
13 APPENDIX 333
13.1 INSIGHTS FROM INDUSTRY EXPERTS 333
13.2 DISCUSSION GUIDE 334
13.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 337
13.4 AVAILABLE CUSTOMIZATIONS 339
13.5 RELATED REPORTS 339
13.6 AUTHOR DETAILS 340

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