設備総合効果ソフトウェア市場:提供サービス別(ソフトウェア、サービス)、展開形態別(オンプレミス、クラウド)、タイプ別(SCADA、クラウドERP、予知保全、データヒストリアン)、産業別(自動車、医療、電力) - 2028年までの世界予測Overall Equipment Effectiveness Software Market by Offering (Software, Services), Deployment Mode (On-premises, Cloud), Type (SCADA, Cloud ERP, Predictive Maintenance, Data Historian), Industry (Automotive, Healthcare, Power) - Global Forecast to 2028 設備効果ソフトウェアの世界全体市場規模は、2023年の675億米ドルから2028年には1,224億米ドルへと、年平均成長率12.6%で拡大すると予測されている。機器有効性ソフトウェア市場全体の成長を促進する主な要因は、... もっと見る
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サマリー設備効果ソフトウェアの世界全体市場規模は、2023年の675億米ドルから2028年には1,224億米ドルへと、年平均成長率12.6%で拡大すると予測されている。機器有効性ソフトウェア市場全体の成長を促進する主な要因は、産業オートメーションソリューションの採用を拡大するイニシアチブの高まりと、効率性の向上とリソースの最適利用の確保に対するニーズの高まりである。"サービス分野が2023~2028年に最も高い成長率を維持" OEEソフトウェアのサービスには、ユーザーエクスペリエンスを向上させ、メーカーにとってソフトウェアの利点を最大化するために、ソフトウェアプロバイダーが提供するさまざまな追加機能とサポートが含まれる。ソフトウェア・プロバイダは、トレーニング、メンテナンス、インストール、ソフトウェア・アップグレード、その他様々なサービスを提供している。専門知識、カスタマイズ、トレーニング、継続的なサポート、最適化サービスの必要性から、サービスに対する需要は急速に高まっている。 「予測期間中、設備効果ソフトウェア全体ではクラウド分野が最大シェアを占める" 設備効果ソフトウェア全体におけるクラウド技術は、設備効果に関連するデータの保存、処理、管理にクラウドコンピューティングインフラとサービスを利用することを指す。インターネットにホストされたリモートサーバーを活用してデータを安全に保存し、OEEソフトウェアのアプリケーションと機能へのアクセスを提供します。OEEソフトウェアのクラウド展開は、メーカーにスケーラビリティ、コスト効率、管理の容易さ、アクセシビリティ、データ統合、継続的なイノベーションを提供します。また、設備の有効性を最適化し、オペレーショナル・エクセレンスを推進するための柔軟で俊敏なプラットフォームも提供します。このため、予測期間中、メーカーによるクラウドベースのOEEソフトウェアの採用が増加すると予想される。 "製造実行システム(MES)セグメントが2022年の設備効果ソフトウェア市場全体で第2位のシェアを占める" 製造実行システム(MES)は、生産スケジューリング、リソース割り当て、品質管理、リアルタイムデータ収集など、製造オペレーションを管理・制御するための包括的な機能を提供する。その結果、MESはOEE機能をより広範な製造実行機能群にシームレスに統合するのに適した立場にあります。この統合により、企業は生産プロセスの全体像を把握し、設備の有効性を監視し、ボトルネックを特定し、全体的な業務効率を最適化することができる。製造環境におけるMESシステムの確立された存在感は、OEE機能を組み込む能力と相まって、OEEソフトウェア市場におけるMESシステムの支配的な地位につながっています。 「予測期間中、電力産業が市場成長率第2位を占める 電力産業は、タービン、発電機、変圧器などの複雑で重要な設備に大きく依存しており、効率的で信頼性の高い運転を確保するために効果的なモニタリングと最適化が必要です。OEEソフトウェアは、機器のパフォーマンスを追跡し、潜在的な問題を特定し、全体的な効率を最適化するために必要なツールと分析を提供します。また、電力業界は、スマートグリッド、再生可能エネルギーの統合、高度な監視システムに重点を置き、著しいデジタル変革が進んでいます。OEEソフトウェアは、これらの先進技術を管理・最適化する上で重要な役割を果たし、電力業界での採用をさらに促進しています。これらの要因が相まって、予測期間中、電力業界がOEEソフトウェア市場で優位を占めると予想される。 "2022年、北米が設備効果ソフトウェア市場全体を支配" 北米は、2022年に世界の設備効果ソフトウェア市場全体で最大のシェアを占めた。同地域は技術進歩の最前線にあり、インダストリー4.0の原則を採用している。IoT、人工知能、データ分析などの先進技術を製造プロセスに統合することで、設備の有効性を改善する機会が生まれる。OEEソフトウェアは、これらの技術を活用してリアルタイムデータを収集し、高度な分析を実行し、機器のパフォーマンスを最適化するための実用的な洞察を提供します。北米では、インダストリー4.0とデジタルトランスフォーメーションへの取り組みへの注目が高まっており、これらの技術を実現する重要なツールとしてOEEソフトウェアへの需要が高まっています。 本レポートの主要参加企業のプロファイルの内訳は以下の通りです: - 企業タイプ別:ティア1 = 52%、ティア2 = 31%、ティア3 = 17 - 役職別Cレベル幹部=47%、取締役=31%、その他=22 - 地域別北米=40%、欧州=27%、アジア太平洋地域=26%、その他の地域=08 機器有効性ソフトウェア市場全体で事業を展開する主要企業には、シーメンス(ドイツ)、シュナイダーエレクトリック(フランス)、ABB(スイス)、エマソン・エレクトリック社(米国)、ロックウェル・オートメーション(米国)などが含まれる。 調査範囲 設備効果ソフトウェアの世界市場に関する調査レポートは、設備効果ソフトウェアの全体的な手法、提供、展開モード、タイプ、産業、地域に基づいて市場をカバーしています。設備全体の有効性ソフトウェアの手法に基づいて、市場は可用性計算、性能計算、品質計算、リアルタイム監視、根本原因分析、予測分析に区分されます。提供サービスに基づき、市場はソフトウェアとサービスに区分される。導入形態に基づき、市場はオンプレミスとクラウドに区分される。タイプ別では、監視制御・データ収集(SCADA)、製造実行システム(MES)、クラウド企業資源計画(ERP)、予知保全、データヒストリアンに区分される。産業別では、市場は航空宇宙・防衛、自動車、化学、食品・飲料、ヘルスケア、金属・鉱業、石油・ガス、電力、電子・半導体、その他に区分される。本レポートは4つの主要地域をカバーしている:北米、欧州、アジア太平洋(APAC)、その他の地域(RoW)である。 レポート購入の主なメリット 本レポートは、機器有効性ソフトウェア市場全体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することで、本市場の市場リーダー/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、自社のビジネスをより良く位置づけ、適切な市場参入戦略を計画するためのより多くの洞察を得るのに役立ちます。また、本レポートは、関係者が市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。 本レポートは、以下のポイントに関する洞察を提供します: - 主要推進要因の分析(業界を問わず、さまざまな機能を実行するためのERPソフトウェアの使用率の上昇。産業オートメーションソリューションの採用を促進するイニシアティブの数の増加。効率改善とリソースの最適活用の必要性の高まり。クラウドベースのアプリケーションに対する需要の高まり。世界人口の増加に対応するためのサプライチェーンの接続と大量生産の必要性。世界的な製造業におけるIoTとAIの採用拡大)、阻害要因(初期設備投資の高さ、メンテナンスとアップグレード費用の増大。データ漏洩に関する懸念。熟練労働者に対する需要の指数関数的な増加。SaaS型ERPソリューションのカスタマイズオプションの欠如)、機会(MESとPLMおよびERPソリューションとの統合の増加。コネクテッド・テクノロジーに対する需要の高まりとインターネット普及率の上昇。ワイヤレスセンサーネットワークの急速な発展)、課題(特定のOEEソフトウェアとレガシーシステムとの統合問題に関する懸念の高まり。様々な業種へのOEEソフトウェア導入の複雑化。頻繁なアップグレードとメンテナンス。自動化されたサイバー攻撃の増加)が、設備効率改善ソフトウェア市場全体の成長に影響を与えている。 - 製品開発/イノベーション:機器有効性ソフトウェア市場全体における今後の技術、研究開発活動、新製品発売に関する詳細な洞察 - 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、さまざまな地域の機器有効性ソフトウェア市場全体を分析しています。 - 市場の多様化:機器有効性ソフトウェア市場全体における新製品、未開拓地域、最近の開発、投資に関する詳細情報 - 競合評価:機器有効性ソフトウェア市場全体におけるシーメンス(ドイツ)、シュナイダーエレクトリック(フランス)、ABB(スイス)、エマソン・エレクトリック社(米国)、ロックウェル・オートメーション(米国)などの主要企業の市場シェア、成長戦略、サービス内容を詳細に評価します。 目次1 INTRODUCTION 231.1 STUDY OBJECTIVES 23 1.2 MARKET DEFINITION 23 1.2.1 INCLUSIONS AND EXCLUSIONS 24 1.3 STUDY SCOPE 25 1.3.1 MARKETS COVERED 25 FIGURE 1 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: SEGMENTATION 25 1.3.2 GEOGRAPHIC SCOPE 26 1.3.3 YEARS CONSIDERED 26 1.4 CURRENCY CONSIDERED 27 1.5 LIMITATIONS 27 1.6 STAKEHOLDERS 27 2 RESEARCH METHODOLOGY 28 2.1 RESEARCH DATA 28 FIGURE 2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: RESEARCH DESIGN 29 2.1.1 SECONDARY AND PRIMARY RESEARCH 30 2.1.2 SECONDARY DATA 31 2.1.2.1 Major secondary sources 31 2.1.2.2 Key data from secondary sources 31 2.1.3 PRIMARY DATA 32 2.1.3.1 Primary interviews with experts 32 2.1.3.2 Key data from primary sources 33 2.1.3.3 Key industry insights 33 2.1.3.4 Breakdown of primaries 34 2.2 MARKET SIZE ESTIMATION 34 FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE GENERATED THROUGH SALES OF PRODUCTS/SOLUTIONS/SERVICES PERTAINING TO SCADA MARKET 35 2.2.1 BOTTOM-UP APPROACH 36 2.2.1.1 Approach to arrive at market size using bottom-up analysis 36 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 37 2.2.2 TOP-DOWN APPROACH 37 2.2.2.1 Approach to arrive at market size using top-down analysis 37 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 37 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 38 FIGURE 6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: DATA TRIANGULATION 38 2.4 RESEARCH ASSUMPTIONS 39 2.5 APPROACH TO UNDERSTAND IMPACT OF RECESSION ON OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET 39 2.6 RESEARCH LIMITATIONS AND RISK ASSESSMENT 40 TABLE 1 LIMITATIONS AND ASSOCIATED RISKS 40 3 EXECUTIVE SUMMARY 41 FIGURE 7 SOFTWARE SEGMENT TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 42 FIGURE 8 CLOUD SEGMENT TO REGISTER HIGHER CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD 43 FIGURE 9 CLOUD ERP SEGMENT TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD 44 FIGURE 10 HEALTHCARE SEGMENT TO REGISTER HIGHEST CAGR IN OVERALL EQUIPMENT EFFECTIVENESS MARKET DURING FORECAST PERIOD 45 FIGURE 11 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 46 4 PREMIUM INSIGHTS 47 4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET 47 FIGURE 12 RISING DEMAND FOR REAL-TIME MONITORING AND ANALYSIS OF PRODUCTION PERFORMANCE TO DRIVE MARKET 47 4.2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING 47 FIGURE 13 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 47 4.3 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE 48 FIGURE 14 CLOUD SEGMENT TO REGISTER HIGHER CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD 48 4.4 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE 48 FIGURE 15 CLOUD ERP SEGMENT TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 48 4.5 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY 49 FIGURE 16 AEROSPACE & DEFENSE SEGMENT TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 49 4.6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION 50 FIGURE 17 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD 50 5 MARKET OVERVIEW 51 5.1 INTRODUCTION 51 5.2 MARKET DYNAMICS 51 FIGURE 18 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: MARKET DYNAMICS 51 5.2.1 DRIVERS 52 5.2.1.1 Significant rise in demand for ERP software across several industries 52 5.2.1.2 Government initiatives promoting use of industrial automation solutions 52 5.2.1.3 Increased focus of manufacturing firms on improving efficiency, reducing wastage, and optimizing resource utilization 53 5.2.1.4 High demand for cloud-based applications 53 5.2.1.5 Urgent need for connected supply chains and mass production to meet requirements of growing population 54 5.2.1.6 Elevated use of IoT and AI by manufacturing firms 54 FIGURE 19 OVERALL EQUIPMENT EFFECTIVENESS (OEE) SOFTWARE MARKET: IMPACT ANALYSIS OF DRIVERS 55 5.2.2 RESTRAINTS 56 5.2.2.1 High initial investment, coupled with high costs of maintenance and system upgrade 56 5.2.2.2 Data security concerns 56 5.2.2.3 Indispensable requirement for skilled workforce 57 5.2.2.4 Limited customization options for SaaS ERP solutions 57 FIGURE 20 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF RESTRAINTS 57 5.2.3 OPPORTUNITIES 58 5.2.3.1 Integration of MES with PLM and ERP solutions 58 5.2.3.2 Rising demand for connected technologies with growing penetration of internet 58 5.2.3.3 Rapid developments in wireless sensor networks 58 FIGURE 21 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 59 5.2.4 CHALLENGES 59 5.2.4.1 Issues pertaining to integration of certain OEE software with legacy systems 59 5.2.4.2 Complexities associated with deployment of OEE software across various industries 60 5.2.4.3 Need for regular upgrading and maintenance of AI-based IoT solutions 60 5.2.4.4 Growing number of automated cyberattacks 60 FIGURE 22 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF CHALLENGES 61 5.3 VALUE CHAIN ANALYSIS 62 FIGURE 23 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: VALUE CHAIN ANALYSIS 62 5.4 ECOSYSTEM ANALYSIS 63 FIGURE 24 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: ECOSYSTEM ANALYSIS 63 TABLE 2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: ECOSYSTEM ANALYSIS 63 5.5 PRICING ANALYSIS 65 5.5.1 AVERAGE SELLING PRICE (ASP) ANALYSIS OF PRODUCTS OFFERED BY KEY PLAYERS 65 FIGURE 25 AVERAGE LICENSE SUBSCRIPTION FEE FOR MES OFFERED BY KEY PLAYERS, BY LICENSE/SUBSCRIPTION TYPE 65 TABLE 3 APPROXIMATE AVERAGE LICENSE SUBSCRIPTION FEE FOR MES, BY LICENSE/SUBSCRIPTION TYPE 66 5.5.1.1 Average selling price (ASP) trend 66 TABLE 4 MANUFACTURING EXECUTION SYSTEM: AVERAGE PRICE ANALYSIS 66 5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 67 FIGURE 26 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 67 5.7 TECHNOLOGY ANALYSIS 68 5.7.1 CLOUD COMPUTING 68 5.7.2 ARTIFICIAL INTELLIGENCE (AI) 68 5.7.3 BLOCKCHAIN 68 5.7.4 EDGE COMPUTING 69 5.7.5 BIG DATA 69 5.8 PORTER’S FIVE FORCES ANALYSIS 69 FIGURE 27 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS (2022) 70 5.8.1 BARGAINING POWER OF SUPPLIERS 70 5.8.2 BARGAINING POWER OF BUYERS 70 5.8.3 THREAT OF NEW ENTRANTS 71 5.8.4 THREAT OF SUBSTITUTES 71 5.8.5 INTENSITY OF COMPETITIVE RIVALRY 71 5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 72 5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 72 FIGURE 28 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES 72 TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES 72 5.9.2 BUYING CRITERIA 73 FIGURE 29 KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES 73 TABLE 6 KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES 73 5.10 CASE STUDIES 74 TABLE 7 SIRIO RETAIL OPERATIONS LTD. USED MICROSOFT’S FLEXIBLE ERP SOFTWARE TO STREAMLINE PROCESSES 74 TABLE 8 COOPER TIRE ADOPTED ROCKWELL AUTOMATION’S MES SOLUTION TO IMPROVE EFFICIENCY 74 TABLE 9 PROPHARMA DISTRIBUTION ADOPTED ACUMATICA’S CLOUD ERP TO ELIMINATE SYSTEM INTEGRATION CHALLENGES 75 TABLE 10 LEADING TELECOM OPERATOR DEPLOYED AVANSEUS’ FULL-STACK PREDICTIVE MAINTENANCE SOLUTION TO BECOME 5G-READY 75 5.11 TRADE ANALYSIS 76 FIGURE 30 IMPORT DATA FOR HS CODE 903289, BY KEY COUNTRY, 2018–2022 (USD MILLION) 76 FIGURE 31 EXPORT DATA FOR HS CODE 903289, BY KEY COUNTRY, 2018–2022 (USD MILLION) 77 5.12 PATENT ANALYSIS 78 FIGURE 32 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS DURING LAST 10 YEARS 78 FIGURE 33 NUMBER OF PATENTS GRANTED PER YEAR, 2013–2022 78 TABLE 11 TOP 20 PATENT OWNERS IN LAST 10 YEARS 79 TABLE 12 LIST OF MAJOR PATENTS 80 5.13 KEY CONFERENCES AND EVENTS, 2023–2024 81 TABLE 13 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: REGION-WISE CONFERENCES AND EVENTS 81 5.14 TARIFF AND REGULATORY LANDSCAPE 82 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 14 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 15 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83 TABLE 16 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 TABLE 17 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 5.14.2 STANDARDS 84 TABLE 18 STANDARDS FOR OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET 85 6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE METHODS 86 6.1 INTRODUCTION 86 FIGURE 34 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE METHODS 86 6.2 AVAILABILITY CALCULATION 86 6.2.1 USED TO DETERMINE EQUIPMENT AVAILABILITY FOR PRODUCTION 86 6.3 PERFORMANCE CALCULATION 87 6.3.1 USED TO ASSESS OPERATING EFFICIENCY AND SPEED OF EQUIPMENT 87 6.4 QUALITY CALCULATION 88 6.4.1 HELPS EVALUATE EQUIPMENT’S ABILITY TO PRODUCE HIGH-QUALITY PRODUCTS 88 6.5 REAL-TIME MONITORING 88 6.5.1 INVOLVES IMMEDIATE AND CONSTANT TRACKING OF EQUIPMENT PERFORMANCE AND STATUS 88 6.6 ROOT CAUSE ANALYSIS 89 6.6.1 IDENTIFIES FACTORS RESPONSIBLE FOR EQUIPMENT FAILURE 89 6.7 PREDICTIVE ANALYTICS 90 6.7.1 USED TO FORECAST FUTURE EQUIPMENT PERFORMANCE 90 7 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING 91 7.1 INTRODUCTION 92 FIGURE 35 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING 92 FIGURE 36 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER SIZE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 92 TABLE 19 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 93 TABLE 20 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 93 7.2 SOFTWARE 93 7.2.1 RISING ADOPTION OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE TO ENHANCE EQUIPMENT PERFORMANCE TO BOOST MARKET 93 7.3 SERVICES 94 7.3.1 INCREASING NEED FOR INSTALLATION, TRAINING, MAINTENANCE, AND UPGRADE SERVICES TO DRIVE MARKET 94 8 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE 95 8.1 INTRODUCTION 96 FIGURE 37 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE 96 FIGURE 38 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 96 TABLE 21 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION) 97 TABLE 22 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 97 8.2 ON-PREMISES 97 8.2.1 INCLINATION OF MANUFACTURERS TOWARD ON-PREMISES DEPLOYMENT OWING TO SAFETY AND SECURITY BENEFITS 97 8.3 CLOUD 98 8.3.1 INCREASING DEMAND FOR CLOUD-BASED SOLUTIONS DUE TO THEIR HIGH SCALABILITY 98 9 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE 99 9.1 INTRODUCTION 100 FIGURE 39 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE 100 FIGURE 40 PREDICTIVE MAINTENANCE SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 100 TABLE 23 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 101 TABLE 24 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 101 9.2 SUPERVISORY CONTROL AND DATA ACQUISITION (SCADA) 102 9.2.1 USE OF SCADA OEE SOFTWARE TO IMPROVE PRODUCTION EFFICIENCY AND SCALABILITY 102 TABLE 25 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 102 TABLE 26 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 103 TABLE 27 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 103 TABLE 28 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 104 TABLE 29 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 104 TABLE 30 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 105 TABLE 31 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019–2022 (USD MILLION) 105 TABLE 32 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023–2028 (USD MILLION) 105 TABLE 33 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019–2022 (USD MILLION) 106 TABLE 34 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023–2028 (USD MILLION) 106 TABLE 35 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019–2022 (USD MILLION) 106 TABLE 36 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023–2028 (USD MILLION) 107 TABLE 37 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY REGION, 2019–2022 (USD MILLION) 107 TABLE 38 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY REGION, 2023–2028 (USD MILLION) 107 9.3 MANUFACTURING EXECUTION SYSTEM (MES) 108 9.3.1 RISING DEMAND FOR MES TO EFFECTIVELY INTEGRATE CRITICAL DATA FROM MULTIPLE SYSTEMS AND PROCESSES 108 TABLE 39 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 109 TABLE 40 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 109 TABLE 41 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 110 TABLE 42 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 110 TABLE 43 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019–2022 (USD MILLION) 110 TABLE 44 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023–2028 (USD MILLION) 111 TABLE 45 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019–2022 (USD MILLION) 111 TABLE 46 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023–2028 (USD MILLION) 111 TABLE 47 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019–2022 (USD MILLION) 112 TABLE 48 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023–2028 (USD MILLION) 112 TABLE 49 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY REGION, 2019–2022 (USD MILLION) 112 TABLE 50 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY REGION, 2023–2028 (USD MILLION) 113 9.4 CLOUD ENTERPRISE RESOURCE PLANNING (ERP) 113 9.4.1 SURGING ADOPTION OF CLOUD ERP FOR EFFECTIVE REPORTING AND VISUALIZATION OF OEE DATA 113 TABLE 51 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019–2022 (USD MILLION) 114 TABLE 52 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023–2028 (USD MILLION) 114 TABLE 53 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 114 TABLE 54 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 115 TABLE 55 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 115 TABLE 56 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 116 TABLE 57 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 116 TABLE 58 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 117 TABLE 59 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019–2022 (USD MILLION) 117 TABLE 60 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023–2028 (USD MILLION) 117 TABLE 61 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019–2022 (USD MILLION) 118 TABLE 62 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023–2028 (USD MILLION) 118 TABLE 63 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019–2022 (USD MILLION) 118 TABLE 64 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023–2028 (USD MILLION) 119 TABLE 65 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY REGION, 2019–2022 (USD MILLION) 119 TABLE 66 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY REGION, 2023–2028 (USD MILLION) 119 9.5 PREDICTIVE MAINTENANCE 120 9.5.1 HEIGHTENED ADOPTION OF PREDICTIVE MAINTENANCE DUE TO SHIFT TOWARD PROACTIVE AND DATA-DRIVEN APPROACH 120 TABLE 67 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SOLUTION, 2019–2022 (USD MILLION) 120 TABLE 68 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 121 TABLE 69 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019–2022 (USD MILLION) 121 TABLE 70 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023–2028 (USD MILLION) 121 TABLE 71 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 121 TABLE 72 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 122 TABLE 73 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 122 TABLE 74 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 123 TABLE 75 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 123 TABLE 76 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 124 TABLE 77 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019–2022 (USD MILLION) 124 TABLE 78 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023–2028 (USD MILLION) 124 TABLE 79 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019–2022 (USD MILLION) 125 TABLE 80 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023–2028 (USD MILLION) 125 TABLE 81 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019–2022 (USD MILLION) 125 TABLE 82 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023–2028 (USD MILLION) 126 TABLE 83 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY REGION, 2019–2022 (USD MILLION) 126 TABLE 84 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY REGION, 2023–2028 (USD MILLION) 126 9.6 DATA HISTORIAN 127 9.6.1 INCREASING DEMAND FOR DATA HISTORIAN TO IDENTIFY AND TACKLE DOWNTIME PATTERNS BASED ON HISTORICAL DATA 127 TABLE 85 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019–2022 (USD MILLION) 127 TABLE 86 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023–2028 (USD MILLION) 128 TABLE 87 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 128 TABLE 88 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 128 TABLE 89 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 128 TABLE 90 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 129 TABLE 91 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 129 TABLE 92 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 130 TABLE 93 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 130 TABLE 94 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 131 TABLE 95 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019–2022 (USD MILLION) 131 TABLE 96 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023–2028 (USD MILLION) 131 TABLE 97 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019–2022 (USD MILLION) 132 TABLE 98 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023–2028 (USD MILLION) 132 TABLE 99 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019–2022 (USD MILLION) 132 TABLE 100 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023–2028 (USD MILLION) 133 TABLE 101 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY REGION, 2019–2022 (USD MILLION) 133 TABLE 102 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY REGION, 2023–2028 (USD MILLION) 133 10 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY 134 10.1 INTRODUCTION 135 FIGURE 41 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY 135 FIGURE 42 AEROSPACE & DEFENSE SEGMENT TO CAPTURE LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 136 TABLE 103 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 136 TABLE 104 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 137 10.2 AEROSPACE & DEFENSE 138 10.2.1 INCREASING IMPLEMENTATION OF OEE SOFTWARE TO OPTIMIZE PRODUCTION PROCESSES 138 TABLE 105 AEROSPACE & DEFENSE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 138 TABLE 106 AEROSPACE & DEFENSE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 139 10.3 AUTOMOTIVE 139 10.3.1 INCREASING ADOPTION OF OEE SOFTWARE TO REDUCE UNPLANNED DOWNTIME AND OPTIMIZE PRODUCTION SCHEDULES 139 TABLE 107 AUTOMOTIVE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 140 TABLE 108 AUTOMOTIVE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 140 10.4 CHEMICAL 140 10.4.1 GROWING DEMAND FOR OEE SOFTWARE TO MEET REGULATORY REQUIREMENTS 140 TABLE 109 CHEMICAL: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 141 TABLE 110 CHEMICAL: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 141 10.5 FOOD & BEVERAGE 142 10.5.1 INCREASING NEED TO MONITOR PERFORMANCE OF FOOD & BEVERAGE PRODUCTION EQUIPMENT TO GENERATE DEMAND FOR OEE SOFTWARE 142 TABLE 111 FOOD & BEVERAGE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 142 TABLE 112 FOOD & BEVERAGE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 143 10.6 HEALTHCARE 143 10.6.1 INCREASING IMPLEMENTATION OF OEE SOFTWARE TO TRACK AND ANALYZE UTILIZATION OF MEDICAL EQUIPMENT 143 TABLE 113 HEALTHCARE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 144 TABLE 114 HEALTHCARE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 144 10.7 METAL & MINING 144 10.7.1 RISING ADOPTION OF OEE SOFTWARE FOR MAINTENANCE AND ASSET MANAGEMENT IN MINING 144 TABLE 115 METAL & MINING: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 145 TABLE 116 METAL & MINING: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 145 10.8 OIL & GAS 145 10.8.1 NEED TO IDENTIFY ENERGY-INTENSIVE PROCESSES AND GAIN INSIGHTS TO OPTIMIZE ENERGY IN OIL & GAS OPERATIONS TO INCREASE DEMAND FOR OEE SOFTWARE 145 TABLE 117 OIL & GAS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 146 TABLE 118 OIL & GAS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 146 10.9 POWER 146 10.9.1 NEED TO MAKE INFORMED DECISIONS AND IMPROVE ENERGY EFFICIENCY TO FUEL ADOPTION OF OEE SOFTWARE 146 TABLE 119 POWER: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 147 TABLE 120 POWER: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 147 10.10 ELECTRONICS & SEMICONDUCTOR 148 10.10.1 INCREASING COMPLEXITY AND SCALE OF MANUFACTURING OPERATIONS TO RESULT IN ADOPTION OF OEE SOFTWARE 148 TABLE 121 ELECTRONICS & SEMICONDUCTOR: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 148 TABLE 122 ELECTRONICS & SEMICONDUCTOR: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 149 10.11 OTHERS 149 TABLE 123 OTHERS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 150 TABLE 124 OTHERS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 150 11 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION 151 11.1 INTRODUCTION 152 FIGURE 43 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION 152 FIGURE 44 GEOGRAPHIC SNAPSHOT FOR OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, 2023–2028 153 TABLE 125 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 153 TABLE 126 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 154 11.2 NORTH AMERICA 155 11.2.1 NORTH AMERICA: IMPACT OF RECESSION 155 FIGURE 45 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT 156 FIGURE 46 US TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN NORTH AMERICA DURING FORECAST PERIOD 157 TABLE 127 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 157 TABLE 128 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 157 TABLE 129 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 158 TABLE 130 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 158 11.2.2 US 158 11.2.2.1 Dominated North American market in 2022 158 11.2.3 CANADA 159 11.2.3.1 Demand from automotive and food & beverage sectors to drive market 159 11.2.4 MEXICO 160 11.2.4.1 Growing demand from manufacturing industry to fuel market growth 160 11.3 EUROPE 161 11.3.1 EUROPE: IMPACT OF RECESSION 161 FIGURE 47 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT 162 FIGURE 48 GERMANY TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN EUROPE IN 2023 163 TABLE 131 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 163 TABLE 132 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 164 TABLE 133 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 164 TABLE 134 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 164 11.3.2 UK 165 11.3.2.1 Rising focus on digital transformation to foster market growth 165 11.3.3 GERMANY 165 11.3.3.1 Increasing adoption of OEE software in automotive industry to augment market growth 165 11.3.4 FRANCE 166 11.3.4.1 Growing investments in industrial transformation to lead to market growth 166 11.3.5 REST OF EUROPE 166 11.4 ASIA PACIFIC 167 11.4.1 ASIA PACIFIC: IMPACT OF RECESSION 167 FIGURE 49 APAC PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT 168 FIGURE 50 INDIA TO BE FASTEST-GROWING OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN ASIA PACIFIC DURING FORECAST PERIOD 169 TABLE 135 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 169 TABLE 136 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 170 TABLE 137 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 170 TABLE 138 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 170 11.4.2 CHINA 171 11.4.2.1 Increasing focus on enhancing digital transformation and manufacturing efficiency to augment market growth 171 11.4.3 JAPAN 171 11.4.3.1 Rising emphasis on smart manufacturing to generate demand for OEE software 171 11.4.4 INDIA 172 11.4.4.1 Increasing government initiatives to boost manufacturing to propel market growth 172 11.4.5 REST OF ASIA PACIFIC 172 11.5 REST OF THE WORLD (ROW) 173 11.5.1 REST OF THE WORLD: IMPACT OF RECESSION 173 FIGURE 51 MIDDLE EAST & AFRICA TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN REST OF THE WORLD IN 2023 174 TABLE 139 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 174 TABLE 140 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 174 TABLE 141 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 175 TABLE 142 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 175 11.5.2 MIDDLE EAST & AFRICA 175 11.5.2.1 Growing adoption of OEE software in oil & gas industry to support market growth 175 11.5.3 SOUTH AMERICA 176 11.5.3.1 Increasing adoption of OEE software by various industries to encourage market growth 176 12 COMPETITIVE LANDSCAPE 178 12.1 INTRODUCTION 178 TABLE 143 KEY DEVELOPMENTS IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, 2021–2023 178 12.2 REVENUE ANALYSIS OF TOP COMPANIES 180 FIGURE 52 SCADA MARKET: REVENUE ANALYSIS (2022) 180 12.3 MARKET SHARE ANALYSIS OF TOP PLAYERS, 2022 180 FIGURE 53 SHARE OF MAJOR PLAYERS IN SCADA MARKET, 2022 181 TABLE 144 SCADA MARKET: DEGREE OF COMPETITION 181 12.4 COMPANY EVALUATION QUADRANT, 2021 183 12.4.1 STARS 183 12.4.2 EMERGING LEADERS 183 12.4.3 PERVASIVE PLAYERS 183 12.4.4 PARTICIPANTS 184 FIGURE 54 SCADA MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021 184 12.5 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION QUADRANT, 2021 185 12.5.1 PROGRESSIVE COMPANIES 185 12.5.2 RESPONSIVE COMPANIES 185 12.5.3 DYNAMIC COMPANIES 185 12.5.4 STARTING BLOCKS 185 FIGURE 55 SCADA MARKET: SMES EVALUATION QUADRANT, 2021 186 12.6 SCADA MARKET: COMPANY FOOTPRINT 187 TABLE 145 COMPANY FOOTPRINT 187 TABLE 146 COMPANY END-USER FOOTPRINT 188 TABLE 147 COMPANY OFFERING FOOTPRINT 189 TABLE 148 COMPANY REGION FOOTPRINT 190 12.7 COMPETITIVE BENCHMARKING 191 TABLE 149 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: LIST OF KEY STARTUPS/SMES 191 TABLE 150 COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 192
SummaryThe global overall equipment effectiveness software market size is expected to grow from USD 67.5 billion in 2023 to USD 122.4 billion by 2028, at a CAGR of 12.6%. The key factors driving the overall equipment effectiveness software market growth are the rising initiatives to increase the adoption of industrial automation solutions and the growing need for enhancing efficiency and ensuring optimal use of resources. Table of Contents1 INTRODUCTION 231.1 STUDY OBJECTIVES 23 1.2 MARKET DEFINITION 23 1.2.1 INCLUSIONS AND EXCLUSIONS 24 1.3 STUDY SCOPE 25 1.3.1 MARKETS COVERED 25 FIGURE 1 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: SEGMENTATION 25 1.3.2 GEOGRAPHIC SCOPE 26 1.3.3 YEARS CONSIDERED 26 1.4 CURRENCY CONSIDERED 27 1.5 LIMITATIONS 27 1.6 STAKEHOLDERS 27 2 RESEARCH METHODOLOGY 28 2.1 RESEARCH DATA 28 FIGURE 2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: RESEARCH DESIGN 29 2.1.1 SECONDARY AND PRIMARY RESEARCH 30 2.1.2 SECONDARY DATA 31 2.1.2.1 Major secondary sources 31 2.1.2.2 Key data from secondary sources 31 2.1.3 PRIMARY DATA 32 2.1.3.1 Primary interviews with experts 32 2.1.3.2 Key data from primary sources 33 2.1.3.3 Key industry insights 33 2.1.3.4 Breakdown of primaries 34 2.2 MARKET SIZE ESTIMATION 34 FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE GENERATED THROUGH SALES OF PRODUCTS/SOLUTIONS/SERVICES PERTAINING TO SCADA MARKET 35 2.2.1 BOTTOM-UP APPROACH 36 2.2.1.1 Approach to arrive at market size using bottom-up analysis 36 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 37 2.2.2 TOP-DOWN APPROACH 37 2.2.2.1 Approach to arrive at market size using top-down analysis 37 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 37 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 38 FIGURE 6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: DATA TRIANGULATION 38 2.4 RESEARCH ASSUMPTIONS 39 2.5 APPROACH TO UNDERSTAND IMPACT OF RECESSION ON OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET 39 2.6 RESEARCH LIMITATIONS AND RISK ASSESSMENT 40 TABLE 1 LIMITATIONS AND ASSOCIATED RISKS 40 3 EXECUTIVE SUMMARY 41 FIGURE 7 SOFTWARE SEGMENT TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 42 FIGURE 8 CLOUD SEGMENT TO REGISTER HIGHER CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD 43 FIGURE 9 CLOUD ERP SEGMENT TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD 44 FIGURE 10 HEALTHCARE SEGMENT TO REGISTER HIGHEST CAGR IN OVERALL EQUIPMENT EFFECTIVENESS MARKET DURING FORECAST PERIOD 45 FIGURE 11 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 46 4 PREMIUM INSIGHTS 47 4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET 47 FIGURE 12 RISING DEMAND FOR REAL-TIME MONITORING AND ANALYSIS OF PRODUCTION PERFORMANCE TO DRIVE MARKET 47 4.2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING 47 FIGURE 13 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 47 4.3 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE 48 FIGURE 14 CLOUD SEGMENT TO REGISTER HIGHER CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD 48 4.4 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE 48 FIGURE 15 CLOUD ERP SEGMENT TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 48 4.5 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY 49 FIGURE 16 AEROSPACE & DEFENSE SEGMENT TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 49 4.6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION 50 FIGURE 17 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD 50 5 MARKET OVERVIEW 51 5.1 INTRODUCTION 51 5.2 MARKET DYNAMICS 51 FIGURE 18 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: MARKET DYNAMICS 51 5.2.1 DRIVERS 52 5.2.1.1 Significant rise in demand for ERP software across several industries 52 5.2.1.2 Government initiatives promoting use of industrial automation solutions 52 5.2.1.3 Increased focus of manufacturing firms on improving efficiency, reducing wastage, and optimizing resource utilization 53 5.2.1.4 High demand for cloud-based applications 53 5.2.1.5 Urgent need for connected supply chains and mass production to meet requirements of growing population 54 5.2.1.6 Elevated use of IoT and AI by manufacturing firms 54 FIGURE 19 OVERALL EQUIPMENT EFFECTIVENESS (OEE) SOFTWARE MARKET: IMPACT ANALYSIS OF DRIVERS 55 5.2.2 RESTRAINTS 56 5.2.2.1 High initial investment, coupled with high costs of maintenance and system upgrade 56 5.2.2.2 Data security concerns 56 5.2.2.3 Indispensable requirement for skilled workforce 57 5.2.2.4 Limited customization options for SaaS ERP solutions 57 FIGURE 20 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF RESTRAINTS 57 5.2.3 OPPORTUNITIES 58 5.2.3.1 Integration of MES with PLM and ERP solutions 58 5.2.3.2 Rising demand for connected technologies with growing penetration of internet 58 5.2.3.3 Rapid developments in wireless sensor networks 58 FIGURE 21 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 59 5.2.4 CHALLENGES 59 5.2.4.1 Issues pertaining to integration of certain OEE software with legacy systems 59 5.2.4.2 Complexities associated with deployment of OEE software across various industries 60 5.2.4.3 Need for regular upgrading and maintenance of AI-based IoT solutions 60 5.2.4.4 Growing number of automated cyberattacks 60 FIGURE 22 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF CHALLENGES 61 5.3 VALUE CHAIN ANALYSIS 62 FIGURE 23 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: VALUE CHAIN ANALYSIS 62 5.4 ECOSYSTEM ANALYSIS 63 FIGURE 24 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: ECOSYSTEM ANALYSIS 63 TABLE 2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: ECOSYSTEM ANALYSIS 63 5.5 PRICING ANALYSIS 65 5.5.1 AVERAGE SELLING PRICE (ASP) ANALYSIS OF PRODUCTS OFFERED BY KEY PLAYERS 65 FIGURE 25 AVERAGE LICENSE SUBSCRIPTION FEE FOR MES OFFERED BY KEY PLAYERS, BY LICENSE/SUBSCRIPTION TYPE 65 TABLE 3 APPROXIMATE AVERAGE LICENSE SUBSCRIPTION FEE FOR MES, BY LICENSE/SUBSCRIPTION TYPE 66 5.5.1.1 Average selling price (ASP) trend 66 TABLE 4 MANUFACTURING EXECUTION SYSTEM: AVERAGE PRICE ANALYSIS 66 5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 67 FIGURE 26 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 67 5.7 TECHNOLOGY ANALYSIS 68 5.7.1 CLOUD COMPUTING 68 5.7.2 ARTIFICIAL INTELLIGENCE (AI) 68 5.7.3 BLOCKCHAIN 68 5.7.4 EDGE COMPUTING 69 5.7.5 BIG DATA 69 5.8 PORTER’S FIVE FORCES ANALYSIS 69 FIGURE 27 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS (2022) 70 5.8.1 BARGAINING POWER OF SUPPLIERS 70 5.8.2 BARGAINING POWER OF BUYERS 70 5.8.3 THREAT OF NEW ENTRANTS 71 5.8.4 THREAT OF SUBSTITUTES 71 5.8.5 INTENSITY OF COMPETITIVE RIVALRY 71 5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 72 5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 72 FIGURE 28 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES 72 TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES 72 5.9.2 BUYING CRITERIA 73 FIGURE 29 KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES 73 TABLE 6 KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES 73 5.10 CASE STUDIES 74 TABLE 7 SIRIO RETAIL OPERATIONS LTD. USED MICROSOFT’S FLEXIBLE ERP SOFTWARE TO STREAMLINE PROCESSES 74 TABLE 8 COOPER TIRE ADOPTED ROCKWELL AUTOMATION’S MES SOLUTION TO IMPROVE EFFICIENCY 74 TABLE 9 PROPHARMA DISTRIBUTION ADOPTED ACUMATICA’S CLOUD ERP TO ELIMINATE SYSTEM INTEGRATION CHALLENGES 75 TABLE 10 LEADING TELECOM OPERATOR DEPLOYED AVANSEUS’ FULL-STACK PREDICTIVE MAINTENANCE SOLUTION TO BECOME 5G-READY 75 5.11 TRADE ANALYSIS 76 FIGURE 30 IMPORT DATA FOR HS CODE 903289, BY KEY COUNTRY, 2018–2022 (USD MILLION) 76 FIGURE 31 EXPORT DATA FOR HS CODE 903289, BY KEY COUNTRY, 2018–2022 (USD MILLION) 77 5.12 PATENT ANALYSIS 78 FIGURE 32 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS DURING LAST 10 YEARS 78 FIGURE 33 NUMBER OF PATENTS GRANTED PER YEAR, 2013–2022 78 TABLE 11 TOP 20 PATENT OWNERS IN LAST 10 YEARS 79 TABLE 12 LIST OF MAJOR PATENTS 80 5.13 KEY CONFERENCES AND EVENTS, 2023–2024 81 TABLE 13 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: REGION-WISE CONFERENCES AND EVENTS 81 5.14 TARIFF AND REGULATORY LANDSCAPE 82 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 14 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 15 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83 TABLE 16 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 TABLE 17 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 5.14.2 STANDARDS 84 TABLE 18 STANDARDS FOR OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET 85 6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE METHODS 86 6.1 INTRODUCTION 86 FIGURE 34 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE METHODS 86 6.2 AVAILABILITY CALCULATION 86 6.2.1 USED TO DETERMINE EQUIPMENT AVAILABILITY FOR PRODUCTION 86 6.3 PERFORMANCE CALCULATION 87 6.3.1 USED TO ASSESS OPERATING EFFICIENCY AND SPEED OF EQUIPMENT 87 6.4 QUALITY CALCULATION 88 6.4.1 HELPS EVALUATE EQUIPMENT’S ABILITY TO PRODUCE HIGH-QUALITY PRODUCTS 88 6.5 REAL-TIME MONITORING 88 6.5.1 INVOLVES IMMEDIATE AND CONSTANT TRACKING OF EQUIPMENT PERFORMANCE AND STATUS 88 6.6 ROOT CAUSE ANALYSIS 89 6.6.1 IDENTIFIES FACTORS RESPONSIBLE FOR EQUIPMENT FAILURE 89 6.7 PREDICTIVE ANALYTICS 90 6.7.1 USED TO FORECAST FUTURE EQUIPMENT PERFORMANCE 90 7 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING 91 7.1 INTRODUCTION 92 FIGURE 35 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING 92 FIGURE 36 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER SIZE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 92 TABLE 19 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING, 2019–2022 (USD MILLION) 93 TABLE 20 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 93 7.2 SOFTWARE 93 7.2.1 RISING ADOPTION OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE TO ENHANCE EQUIPMENT PERFORMANCE TO BOOST MARKET 93 7.3 SERVICES 94 7.3.1 INCREASING NEED FOR INSTALLATION, TRAINING, MAINTENANCE, AND UPGRADE SERVICES TO DRIVE MARKET 94 8 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE 95 8.1 INTRODUCTION 96 FIGURE 37 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE 96 FIGURE 38 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 96 TABLE 21 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION) 97 TABLE 22 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 97 8.2 ON-PREMISES 97 8.2.1 INCLINATION OF MANUFACTURERS TOWARD ON-PREMISES DEPLOYMENT OWING TO SAFETY AND SECURITY BENEFITS 97 8.3 CLOUD 98 8.3.1 INCREASING DEMAND FOR CLOUD-BASED SOLUTIONS DUE TO THEIR HIGH SCALABILITY 98 9 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE 99 9.1 INTRODUCTION 100 FIGURE 39 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE 100 FIGURE 40 PREDICTIVE MAINTENANCE SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 100 TABLE 23 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 101 TABLE 24 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 101 9.2 SUPERVISORY CONTROL AND DATA ACQUISITION (SCADA) 102 9.2.1 USE OF SCADA OEE SOFTWARE TO IMPROVE PRODUCTION EFFICIENCY AND SCALABILITY 102 TABLE 25 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COMPONENT, 2019–2022 (USD MILLION) 102 TABLE 26 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 103 TABLE 27 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 103 TABLE 28 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 104 TABLE 29 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 104 TABLE 30 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 105 TABLE 31 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019–2022 (USD MILLION) 105 TABLE 32 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023–2028 (USD MILLION) 105 TABLE 33 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019–2022 (USD MILLION) 106 TABLE 34 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023–2028 (USD MILLION) 106 TABLE 35 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019–2022 (USD MILLION) 106 TABLE 36 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023–2028 (USD MILLION) 107 TABLE 37 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY REGION, 2019–2022 (USD MILLION) 107 TABLE 38 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY REGION, 2023–2028 (USD MILLION) 107 9.3 MANUFACTURING EXECUTION SYSTEM (MES) 108 9.3.1 RISING DEMAND FOR MES TO EFFECTIVELY INTEGRATE CRITICAL DATA FROM MULTIPLE SYSTEMS AND PROCESSES 108 TABLE 39 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 109 TABLE 40 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 109 TABLE 41 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 110 TABLE 42 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 110 TABLE 43 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019–2022 (USD MILLION) 110 TABLE 44 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023–2028 (USD MILLION) 111 TABLE 45 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019–2022 (USD MILLION) 111 TABLE 46 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023–2028 (USD MILLION) 111 TABLE 47 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019–2022 (USD MILLION) 112 TABLE 48 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023–2028 (USD MILLION) 112 TABLE 49 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY REGION, 2019–2022 (USD MILLION) 112 TABLE 50 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY REGION, 2023–2028 (USD MILLION) 113 9.4 CLOUD ENTERPRISE RESOURCE PLANNING (ERP) 113 9.4.1 SURGING ADOPTION OF CLOUD ERP FOR EFFECTIVE REPORTING AND VISUALIZATION OF OEE DATA 113 TABLE 51 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019–2022 (USD MILLION) 114 TABLE 52 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023–2028 (USD MILLION) 114 TABLE 53 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 114 TABLE 54 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 115 TABLE 55 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 115 TABLE 56 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 116 TABLE 57 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 116 TABLE 58 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 117 TABLE 59 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019–2022 (USD MILLION) 117 TABLE 60 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023–2028 (USD MILLION) 117 TABLE 61 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019–2022 (USD MILLION) 118 TABLE 62 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023–2028 (USD MILLION) 118 TABLE 63 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019–2022 (USD MILLION) 118 TABLE 64 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023–2028 (USD MILLION) 119 TABLE 65 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY REGION, 2019–2022 (USD MILLION) 119 TABLE 66 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY REGION, 2023–2028 (USD MILLION) 119 9.5 PREDICTIVE MAINTENANCE 120 9.5.1 HEIGHTENED ADOPTION OF PREDICTIVE MAINTENANCE DUE TO SHIFT TOWARD PROACTIVE AND DATA-DRIVEN APPROACH 120 TABLE 67 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SOLUTION, 2019–2022 (USD MILLION) 120 TABLE 68 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 121 TABLE 69 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019–2022 (USD MILLION) 121 TABLE 70 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023–2028 (USD MILLION) 121 TABLE 71 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 121 TABLE 72 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 122 TABLE 73 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 122 TABLE 74 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 123 TABLE 75 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 123 TABLE 76 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 124 TABLE 77 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019–2022 (USD MILLION) 124 TABLE 78 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023–2028 (USD MILLION) 124 TABLE 79 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019–2022 (USD MILLION) 125 TABLE 80 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023–2028 (USD MILLION) 125 TABLE 81 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019–2022 (USD MILLION) 125 TABLE 82 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023–2028 (USD MILLION) 126 TABLE 83 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY REGION, 2019–2022 (USD MILLION) 126 TABLE 84 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY REGION, 2023–2028 (USD MILLION) 126 9.6 DATA HISTORIAN 127 9.6.1 INCREASING DEMAND FOR DATA HISTORIAN TO IDENTIFY AND TACKLE DOWNTIME PATTERNS BASED ON HISTORICAL DATA 127 TABLE 85 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019–2022 (USD MILLION) 127 TABLE 86 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023–2028 (USD MILLION) 128 TABLE 87 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 128 TABLE 88 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 128 TABLE 89 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 128 TABLE 90 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 129 TABLE 91 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 129 TABLE 92 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 130 TABLE 93 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 130 TABLE 94 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 131 TABLE 95 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019–2022 (USD MILLION) 131 TABLE 96 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023–2028 (USD MILLION) 131 TABLE 97 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019–2022 (USD MILLION) 132 TABLE 98 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023–2028 (USD MILLION) 132 TABLE 99 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019–2022 (USD MILLION) 132 TABLE 100 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023–2028 (USD MILLION) 133 TABLE 101 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY REGION, 2019–2022 (USD MILLION) 133 TABLE 102 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY REGION, 2023–2028 (USD MILLION) 133 10 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY 134 10.1 INTRODUCTION 135 FIGURE 41 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY 135 FIGURE 42 AEROSPACE & DEFENSE SEGMENT TO CAPTURE LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023 136 TABLE 103 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019–2022 (USD MILLION) 136 TABLE 104 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 137 10.2 AEROSPACE & DEFENSE 138 10.2.1 INCREASING IMPLEMENTATION OF OEE SOFTWARE TO OPTIMIZE PRODUCTION PROCESSES 138 TABLE 105 AEROSPACE & DEFENSE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 138 TABLE 106 AEROSPACE & DEFENSE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 139 10.3 AUTOMOTIVE 139 10.3.1 INCREASING ADOPTION OF OEE SOFTWARE TO REDUCE UNPLANNED DOWNTIME AND OPTIMIZE PRODUCTION SCHEDULES 139 TABLE 107 AUTOMOTIVE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 140 TABLE 108 AUTOMOTIVE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 140 10.4 CHEMICAL 140 10.4.1 GROWING DEMAND FOR OEE SOFTWARE TO MEET REGULATORY REQUIREMENTS 140 TABLE 109 CHEMICAL: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 141 TABLE 110 CHEMICAL: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 141 10.5 FOOD & BEVERAGE 142 10.5.1 INCREASING NEED TO MONITOR PERFORMANCE OF FOOD & BEVERAGE PRODUCTION EQUIPMENT TO GENERATE DEMAND FOR OEE SOFTWARE 142 TABLE 111 FOOD & BEVERAGE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 142 TABLE 112 FOOD & BEVERAGE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 143 10.6 HEALTHCARE 143 10.6.1 INCREASING IMPLEMENTATION OF OEE SOFTWARE TO TRACK AND ANALYZE UTILIZATION OF MEDICAL EQUIPMENT 143 TABLE 113 HEALTHCARE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 144 TABLE 114 HEALTHCARE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 144 10.7 METAL & MINING 144 10.7.1 RISING ADOPTION OF OEE SOFTWARE FOR MAINTENANCE AND ASSET MANAGEMENT IN MINING 144 TABLE 115 METAL & MINING: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 145 TABLE 116 METAL & MINING: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 145 10.8 OIL & GAS 145 10.8.1 NEED TO IDENTIFY ENERGY-INTENSIVE PROCESSES AND GAIN INSIGHTS TO OPTIMIZE ENERGY IN OIL & GAS OPERATIONS TO INCREASE DEMAND FOR OEE SOFTWARE 145 TABLE 117 OIL & GAS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 146 TABLE 118 OIL & GAS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 146 10.9 POWER 146 10.9.1 NEED TO MAKE INFORMED DECISIONS AND IMPROVE ENERGY EFFICIENCY TO FUEL ADOPTION OF OEE SOFTWARE 146 TABLE 119 POWER: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 147 TABLE 120 POWER: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 147 10.10 ELECTRONICS & SEMICONDUCTOR 148 10.10.1 INCREASING COMPLEXITY AND SCALE OF MANUFACTURING OPERATIONS TO RESULT IN ADOPTION OF OEE SOFTWARE 148 TABLE 121 ELECTRONICS & SEMICONDUCTOR: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 148 TABLE 122 ELECTRONICS & SEMICONDUCTOR: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 149 10.11 OTHERS 149 TABLE 123 OTHERS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 150 TABLE 124 OTHERS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 150 11 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION 151 11.1 INTRODUCTION 152 FIGURE 43 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION 152 FIGURE 44 GEOGRAPHIC SNAPSHOT FOR OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, 2023–2028 153 TABLE 125 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 153 TABLE 126 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 154 11.2 NORTH AMERICA 155 11.2.1 NORTH AMERICA: IMPACT OF RECESSION 155 FIGURE 45 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT 156 FIGURE 46 US TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN NORTH AMERICA DURING FORECAST PERIOD 157 TABLE 127 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 157 TABLE 128 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 157 TABLE 129 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 158 TABLE 130 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 158 11.2.2 US 158 11.2.2.1 Dominated North American market in 2022 158 11.2.3 CANADA 159 11.2.3.1 Demand from automotive and food & beverage sectors to drive market 159 11.2.4 MEXICO 160 11.2.4.1 Growing demand from manufacturing industry to fuel market growth 160 11.3 EUROPE 161 11.3.1 EUROPE: IMPACT OF RECESSION 161 FIGURE 47 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT 162 FIGURE 48 GERMANY TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN EUROPE IN 2023 163 TABLE 131 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 163 TABLE 132 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 164 TABLE 133 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 164 TABLE 134 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 164 11.3.2 UK 165 11.3.2.1 Rising focus on digital transformation to foster market growth 165 11.3.3 GERMANY 165 11.3.3.1 Increasing adoption of OEE software in automotive industry to augment market growth 165 11.3.4 FRANCE 166 11.3.4.1 Growing investments in industrial transformation to lead to market growth 166 11.3.5 REST OF EUROPE 166 11.4 ASIA PACIFIC 167 11.4.1 ASIA PACIFIC: IMPACT OF RECESSION 167 FIGURE 49 APAC PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT 168 FIGURE 50 INDIA TO BE FASTEST-GROWING OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN ASIA PACIFIC DURING FORECAST PERIOD 169 TABLE 135 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 169 TABLE 136 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 170 TABLE 137 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 170 TABLE 138 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 170 11.4.2 CHINA 171 11.4.2.1 Increasing focus on enhancing digital transformation and manufacturing efficiency to augment market growth 171 11.4.3 JAPAN 171 11.4.3.1 Rising emphasis on smart manufacturing to generate demand for OEE software 171 11.4.4 INDIA 172 11.4.4.1 Increasing government initiatives to boost manufacturing to propel market growth 172 11.4.5 REST OF ASIA PACIFIC 172 11.5 REST OF THE WORLD (ROW) 173 11.5.1 REST OF THE WORLD: IMPACT OF RECESSION 173 FIGURE 51 MIDDLE EAST & AFRICA TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN REST OF THE WORLD IN 2023 174 TABLE 139 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019–2022 (USD MILLION) 174 TABLE 140 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 174 TABLE 141 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019–2022 (USD MILLION) 175 TABLE 142 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023–2028 (USD MILLION) 175 11.5.2 MIDDLE EAST & AFRICA 175 11.5.2.1 Growing adoption of OEE software in oil & gas industry to support market growth 175 11.5.3 SOUTH AMERICA 176 11.5.3.1 Increasing adoption of OEE software by various industries to encourage market growth 176 12 COMPETITIVE LANDSCAPE 178 12.1 INTRODUCTION 178 TABLE 143 KEY DEVELOPMENTS IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, 2021–2023 178 12.2 REVENUE ANALYSIS OF TOP COMPANIES 180 FIGURE 52 SCADA MARKET: REVENUE ANALYSIS (2022) 180 12.3 MARKET SHARE ANALYSIS OF TOP PLAYERS, 2022 180 FIGURE 53 SHARE OF MAJOR PLAYERS IN SCADA MARKET, 2022 181 TABLE 144 SCADA MARKET: DEGREE OF COMPETITION 181 12.4 COMPANY EVALUATION QUADRANT, 2021 183 12.4.1 STARS 183 12.4.2 EMERGING LEADERS 183 12.4.3 PERVASIVE PLAYERS 183 12.4.4 PARTICIPANTS 184 FIGURE 54 SCADA MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021 184 12.5 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION QUADRANT, 2021 185 12.5.1 PROGRESSIVE COMPANIES 185 12.5.2 RESPONSIVE COMPANIES 185 12.5.3 DYNAMIC COMPANIES 185 12.5.4 STARTING BLOCKS 185 FIGURE 55 SCADA MARKET: SMES EVALUATION QUADRANT, 2021 186 12.6 SCADA MARKET: COMPANY FOOTPRINT 187 TABLE 145 COMPANY FOOTPRINT 187 TABLE 146 COMPANY END-USER FOOTPRINT 188 TABLE 147 COMPANY OFFERING FOOTPRINT 189 TABLE 148 COMPANY REGION FOOTPRINT 190 12.7 COMPETITIVE BENCHMARKING 191 TABLE 149 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: LIST OF KEY STARTUPS/SMES 191 TABLE 150 COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 192
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