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市場調査レポート

予知保全の世界市場

Predictive Maintenance

発行 Global Industry Analysts, Inc. 商品コード 908756
出版日 ページ情報 英文 443 Pages
納期: 即日から翌営業日
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予知保全の世界市場 Predictive Maintenance
出版日: 2020年07月01日 ページ情報: 英文 443 Pages
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概要

当レポートでは、世界の予知保全の市場を調査し、市場の定義と概要、市場動向・市場成長への各種影響因子の分析、競合企業と市場シェア、世界および地域・主要国別の市場規模の推移と予測、各種区分別の内訳、主要企業のプロファイルなどをまとめています。

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
    • 世界の企業シェア
    • 企業シェアシナリオ:実績・予測
  • 主要企業
  • 市場動向・成長推進因子
  • 世界市場の展望:市場規模・市場シェアの推移・予測
    • 導入区分別
    • クラウド
    • オンプレミス
    • コンポーネント別
    • ソリューション
    • サービス
    • 産業別
    • 政府・防衛
    • エネルギー&ユーティリティ
    • 製造
    • ヘルスケア
    • 輸送・物流
    • その他

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
    • フランス
    • ドイツ
    • イタリア
    • 英国
    • その他
  • アジア太平洋
  • その他の地域

第4章 競合企業

  • BOSCH SOFTWARE INNOVATIONS GMBH
  • C3 IOT
  • DELL TECHNOLOGIES
  • FLUKE CORPORATION
  • GENERAL ELECTRIC COMPANY
  • 日立
  • HONEYWELL INTERNATIONAL
  • IBM CORPORATION
  • PTC
  • RAPIDMINER, INC.
  • ROCKWELL AUTOMATION
  • SAP SE
  • SAS INSTITUTE
  • SKF GROUP
  • SCHNEIDER ELECTRIC SA
  • SENSEYE
  • SOFTWARE AG
  • SOFTWEB SOLUTIONS
  • T-SYSTEMS INTERNATIONAL GMBH
  • WARWICK ANALYTICS

第5章 調査資料

目次
Product Code: MCP14179

The global market for Predictive Maintenance is projected to reach US$10 billion by 2025, driven by the growing value of predictive intelligence in asset management. Given that effective plant asset management and maintenance is the cornerstone for achieving excellence in manufacturing productivity, there is significant focus shed on technologies that help in more smart and efficient asset monitoring and maintenance. Legacy maintenance programs which are primarily static in nature and characterized by time-based manual inspection are growing out of favor and are being replaced by newer concepts such as predictive maintenance (PdM). Defined as a strategy where maintenance is scheduled at a future date based on analysis of sensor data measurements, PdM is proactive and is designed to increase reliability of machine and decrease their downtime. PdM is an advanced form of maintenance that offers benefits over and above condition-based maintenance (CbM) which utilizes real-time sensor measurements to identify if a machine or its components have reached a point of failure and then schedule maintenance. Benefits of PdM include advanced prediction of maintenance need; reduces unexpected downtime by over 50%; enables automation of maintenance tasks and reduces repair and overhaul time by 60%; helps in cost savings to the tune of 30% to 40%; timely verification/inspection of equipment; reduction in machine failures; reduction in maintenance costs; over 30% reduced need to maintain inventory of spare parts; extended service life of machines and components and higher equipment ROI; increase in production productivity by over 25% and uptime by 30%; improved operator safety; and over 50% increase in revenues achieved via faster time-to-market. Higher revenues and profits are also associated with improved product quality and reduced risk of manufacturing faults which pushes up the cost of reprocessing.

IoT brings whole new value to predictive analytics in ways hitherto unimagined by making data more readily available and accessible. An efficient IIoT predictive maintenance architecture involves identifying key variables which determine the health of equipment i.e. temperature, voltage, discharge, lubricating oil viscosity. Condition monitoring sensors are then added to the equipment to gather continuous data pertinent to the parameters identified and relay the same via internet to the cloud server. Sensor data passing onto the cloud need to filtered and reprocessed by physical devices called "field gateways". Once filtered and reprocessed, a cloud gateway validates the data for security threats and then provides access to the cloud where the data is pushed to a streaming data processor which accelerates the data's journey to the storage component called the "data lake". From the data lake, the sensor data in its raw unstructured form then moves to the "big data warehouse", where the data is cleaned, cleansed and prepared for analysis by machine learning (ML) algorithms. ML algorithms then process the data to uncover hidden correlations in data sets to discover data patterns and anomalies. Predictive models are then built and with AI are trained to predict problems and failure with exploratory analytics that uses various technical assumptions to make a prediction. The United States and Europe represent large markets worldwide with a combined share of 58.4% of the market. China ranks as the fastest growing market with a CAGR of 31.5% over the analysis period supported by the country's powerful economic planning aimed at enhancing its manufacturing competitiveness as it seeks to integrate into the global manufacturing chain dominated by industrialized economies such as EU, Germany and the United States and move from being a low cost competitor to a direct added-value competitor. At the top of the priority list for China is the migration from a low value added export oriented manufacturing platform to a global industrial power.

TABLE OF CONTENTS

I. INTRODUCTION, METHODOLOGY & REPORT SCOPE

II. EXECUTIVE SUMMARY

1. MARKET OVERVIEW

  • Plant Asset Maintenance, the Cornerstone for Achieving Excellence in Manufacturing Productivity
  • Why Migrate to Predictive Maintenance? What's In It for Companies?
  • With Manufacturing Competitiveness Increasing by the Day, PdM is the Right Step Forward Towards to Higher Value, Smart Manufacturing: Global Manufacturing Competitiveness Index (10-100 Index Score) by Country for the Year 2020
  • Impact of Covid-19 and a Looming Global Recession

2. FOCUS ON SELECT PLAYERS

  • ABB Limited (Switzerland)
  • Asystom (France)
  • Augury (USA)
  • C3 IoT (USA)
    • Emerson Electric Co. (USA)
    • GE Digital (US)
    • Operational Excellence (OPEX) Group Ltd, (UK)
    • PTC, Inc. (US)
    • Rapidminer (USA)
    • Robert Bosch GmbH (Germany)
    • Rockwell Automation, Inc. (US)
    • SAP SE (Germany)
    • SAS Institute, Inc. (US)
    • Schneider Electric (France)
    • Siemens AG (Germany)
    • Sigma Industrial Precision (Spain)
    • SparkCognition (USA)
    • T-Systems International GmbH (Germany)
    • Thales Group (France)

3. MARKET TRENDS & DRIVERS

    • The Rise of "Predictive Analytics" Brings the Concept of Predictive Maintenance to Fruition
    • Applications of Predictive Analytics Expand from Fraud Detection, Personalized Marketing to Asset Management: Global Investments in Predictive Analytics (In US$ Billion) for the Years 2016, 2018, 2020, 2022
    • Industry 4.0 Pushes Up the Effectiveness of Predictive Maintenance
    • Market to Witness Unconventional Growth as Effectiveness of Predictive Analytics in Predicting Failure & Maintenance Event Improves on the Back of IIoT: Global Breakdown of Investments in Manufacturing IoT (in US$ Billion) for the Years 2016, 2018, 2020
    • Sensors Remain a Critical Component of Predictive Maintenance
    • Data Communication Systems, the Backbone for Successful Predictive Maintenance
    • AI to Revolutionize Predictive Maintenance
    • Growing Investments in AI by Manufacturing Companies Will Promote Innovative Uses of AI in Machine Condition Monitoring: Global AI Investments in Manufacturing (In US$ Billion) for the Years 2019, 2022 and 2025
    • AI Embedded Sensors Vital for Real-Time Fault Detection & Outsmarting Failure
    • Enabled by AI, Predictive Maintenance Sensors are the Future of Maintenance
    • Harnessing the Power of Cloud Computing Remains Crucial for Effective Predictive Maintenance
    • Predictive Maintenance for Medical Devices Grows in Popularity as Hospitals Focus on Enhancing Asset Efficiency
    • Predictive Maintenance Lies at the Heart of Smart Fleet Management

4. GLOBAL MARKET PERSPECTIVE

    • TABLE 1: Predictive Maintenance Global Market Estimates and Forecasts in US$ Thousand by Region/Country: 2020-2027
    • TABLE 2: Predictive Maintenance Market Share Shift across Key Geographies Worldwide: 2020 VS 2027
    • TABLE 3: Cloud (Deployment) World Market by Region/Country in US$ Thousand: 2020 to 2027
    • TABLE 4: Cloud (Deployment) Market Share Breakdown of Worldwide Sales by Region/Country: 2020 VS 2027
    • TABLE 5: On-Premise (Deployment) Potential Growth Markets Worldwide in US$ Thousand: 2020 to 2027
    • TABLE 6: On-Premise (Deployment) Market Sales Breakdown by Region/Country in Percentage: 2020 VS 2027
    • TABLE 7: Solutions (Component) Geographic Market Spread Worldwide in US$ Thousand: 2020 to 2027
    • TABLE 8: Solutions (Component) Market Share Distribution in Percentage by Region/Country: 2020 VS 2027
    • TABLE 9: Services (Component) World Market Estimates and Forecasts by Region/Country in US$ Thousand: 2020 to 2027
    • TABLE 10: Services (Component) Market Share Breakdown by Region/Country: 2020 VS 2027
    • TABLE 11: Government & Defense (Vertical) Worldwide Latent Demand Forecasts in US$ Thousand by Region/Country: 2020-2027
    • TABLE 12: Government & Defense (Vertical) Distribution of Global Sales by Region/Country: 2020 VS 2027
    • TABLE 13: Energy & Utilities (Vertical) Sales Estimates and Forecasts in US$ Thousand by Region/Country for the Years 2020 through 2027
    • TABLE 14: Energy & Utilities (Vertical) Global Market Share Distribution by Region/Country for 2020 and 2027
    • TABLE 15: Manufacturing (Vertical) Global Opportunity Assessment in US$ Thousand by Region/Country: 2020-2027
    • TABLE 16: Manufacturing (Vertical) Percentage Share Breakdown of Global Sales by Region/Country: 2020 VS 2027
    • TABLE 17: Healthcare (Vertical) Worldwide Sales in US$ Thousand by Region/Country: 2020-2027
    • TABLE 18: Healthcare (Vertical) Market Share Shift across Key Geographies: 2020 VS 2027
    • TABLE 19: Transportation & Logistics (Vertical) Global Market Estimates & Forecasts in US$ Thousand by Region/Country: 2020-2027
    • TABLE 20: Transportation & Logistics (Vertical) Market Share Breakdown by Region/Country: 2020 VS 2027
    • TABLE 21: Other Verticals (Vertical) Demand Potential Worldwide in US$ Thousand by Region/Country: 2020-2027
    • TABLE 22: Other Verticals (Vertical) Share Breakdown Review by Region/Country: 2020 VS 2027

III. MARKET ANALYSIS

  • GEOGRAPHIC MARKET ANALYSIS
  • UNITED STATES
    • TABLE 23: Predictive Maintenance Market in US$ Thousand in the United States by Deployment: 2020-2027
    • TABLE 24: United States Predictive Maintenance Market Share Breakdown by Deployment: 2020 VS 2027
    • TABLE 25: United States Predictive Maintenance Market Estimates and Projections in US$ Thousand by Component: 2020 to 2027
    • TABLE 26: United States Predictive Maintenance Market Share Breakdown by Component: 2020 VS 2027
    • TABLE 27: United States Predictive Maintenance Latent Demand Forecasts in US$ Thousand by Vertical: 2020 to 2027
    • TABLE 28: Predictive Maintenance Market Share Breakdown in the United States by Vertical: 2020 VS 2027
  • CANADA
    • TABLE 29: Predictive Maintenance Market Analysis in Canada in US$ Thousand by Deployment: 2020-2027
    • TABLE 30: Canadian Predictive Maintenance Market Share Breakdown by Deployment: 2020 VS 2027
    • TABLE 31: Canadian Predictive Maintenance Market Estimates and Forecasts in US$ Thousand by Component: 2020 to 2027
    • TABLE 32: Predictive Maintenance Market in Canada: Percentage Share Breakdown of Sales by Component for 2020 and 2027
    • TABLE 33: Canadian Predictive Maintenance Market Quantitative Demand Analysis in US$ Thousand by Vertical: 2020 to 2027
    • TABLE 34: Canadian Predictive Maintenance Market Share Analysis by Vertical: 2020 VS 2027
  • JAPAN
    • TABLE 35: Japanese Medium & Long-Term Outlook for Predictive Maintenance Market in US$ Thousand by Deployment: 2020-2027
    • TABLE 36: Japanese Predictive Maintenance Market Percentage Share Distribution by Deployment: 2020 VS 2027
    • TABLE 37: Japanese Market for Predictive Maintenance: Annual Sales Estimates and Projections in US$ Thousand by Component for the Period 2020-2027
    • TABLE 38: Japanese Predictive Maintenance Market Share Analysis by Component: 2020 VS 2027
    • TABLE 39: Japanese Demand Estimates and Forecasts for Predictive Maintenance in US$ Thousand by Vertical: 2020 to 2027
    • TABLE 40: Predictive Maintenance Market Share Shift in Japan by Vertical: 2020 VS 2027
  • CHINA
    • TABLE 41: Predictive Maintenance Market Estimates and Forecasts in China in US$ Thousand by Deployment: 2020-2027
    • TABLE 42: Predictive Maintenance Market in China: Percentage Share Analysis by Deployment for 2020 and 2027
    • TABLE 43: Chinese Predictive Maintenance Market Growth Prospects in US$ Thousand by Component for the Period 2020-2027
    • TABLE 44: Chinese Predictive Maintenance Market by Component: Percentage Breakdown of Sales for 2020 and 2027
    • TABLE 45: Chinese Demand for Predictive Maintenance in US$ Thousand by Vertical: 2020 to 2027
    • TABLE 46: Chinese Predictive Maintenance Market Share Breakdown by Vertical: 2020 VS 2027
  • EUROPE
    • TABLE 47: European Predictive Maintenance Market Demand Scenario in US$ Thousand by Region/Country: 2018-2025
    • TABLE 48: European Predictive Maintenance Market Share Shift by Region/Country: 2020 VS 2027
    • TABLE 49: European Predictive Maintenance Market Assessment in US$ Thousand by Deployment: 2020-2027
    • TABLE 50: Predictive Maintenance Market in Europe: Percentage Breakdown of Sales by Deployment for 2020 and 2027
    • TABLE 51: European Predictive Maintenance Market Estimates and Forecasts in US$ Thousand by Component: 2020-2027
    • TABLE 52: European Predictive Maintenance Market Share Breakdown by Component: 2020 VS 2027
    • TABLE 53: European Predictive Maintenance Addressable Market Opportunity in US$ Thousand by Vertical: 2020-2027
    • TABLE 54: European Predictive Maintenance Market Share Analysis by Vertical: 2020 VS 2027
  • FRANCE
    • TABLE 55: French Predictive Maintenance Market Estimates and Projections in US$ Thousand by Deployment: 2020-2027
    • TABLE 56: French Predictive Maintenance Market Share Breakdown by Deployment: 2020 VS 2027
    • TABLE 57: Predictive Maintenance Market in France by Component: Estimates and Projections in US$ Thousand for the Period 2020-2027
    • TABLE 58: French Predictive Maintenance Market Share Analysis by Component: 2020 VS 2027
    • TABLE 59: Predictive Maintenance Quantitative Demand Analysis in France in US$ Thousand by Vertical: 2020-2027
    • TABLE 60: French Predictive Maintenance Market Share Analysis: A 7-Year Perspective by Vertical for 2020 and 2027
  • GERMANY
    • TABLE 61: German Predictive Maintenance Latent Demand Forecasts in US$ Thousand by Deployment: 2020-2027
    • TABLE 62: German Predictive Maintenance Market Share Breakdown by Deployment: 2020 VS 2027
    • TABLE 63: Predictive Maintenance Market in Germany: Recent Past, Current and Future Analysis in US$ Thousand by Component for the Period 2020-2027
    • TABLE 64: German Predictive Maintenance Market Share Breakdown by Component: 2020 VS 2027
    • TABLE 65: Predictive Maintenance Market in Germany: Annual Sales Estimates and Forecasts in US$ Thousand by Vertical for the Period 2020-2027
    • TABLE 66: Predictive Maintenance Market Share Distribution in Germany by Vertical: 2020 VS 2027
  • ITALY
    • TABLE 67: Predictive Maintenance Market Estimates and Forecasts in Italy in US$ Thousand by Deployment: 2020-2027
    • TABLE 68: Predictive Maintenance Market in Italy: Percentage Share Analysis by Deployment for 2020 and 2027
    • TABLE 69: Italian Predictive Maintenance Market Growth Prospects in US$ Thousand by Component for the Period 2020-2027
    • TABLE 70: Italian Predictive Maintenance Market by Component: Percentage Breakdown of Sales for 2020 and 2027
    • TABLE 71: Italian Demand for Predictive Maintenance in US$ Thousand by Vertical: 2020 to 2027
    • TABLE 72: Italian Predictive Maintenance Market Share Breakdown by Vertical: 2020 VS 2027
  • UNITED KINGDOM
    • TABLE 73: United Kingdom Medium & Long-Term Outlook for Predictive Maintenance Market in US$ Thousand by Deployment: 2020-2027
    • TABLE 74: United Kingdom Predictive Maintenance Market Percentage Share Distribution by Deployment: 2020 VS 2027
    • TABLE 75: United Kingdom Market for Predictive Maintenance: Annual Sales Estimates and Projections in US$ Thousand by Component for the Period 2020-2027
    • TABLE 76: United Kingdom Predictive Maintenance Market Share Analysis by Component: 2020 VS 2027
    • TABLE 77: United Kingdom Demand Estimates and Forecasts for Predictive Maintenance in US$ Thousand by Vertical: 2020 to 2027
    • TABLE 78: Predictive Maintenance Market Share Shift in the United Kingdom by Vertical: 2020 VS 2027
  • REST OF EUROPE
    • TABLE 79: Rest of Europe Predictive Maintenance Market Assessment in US$ Thousand by Deployment: 2020-2027
    • TABLE 80: Predictive Maintenance Market in Rest of Europe: Percentage Breakdown of Sales by Deployment for 2020 and 2027
    • TABLE 81: Rest of Europe Predictive Maintenance Market Estimates and Forecasts in US$ Thousand by Component: 2020-2027
    • TABLE 82: Rest of Europe Predictive Maintenance Market Share Breakdown by Component: 2020 VS 2027
    • TABLE 83: Rest of Europe Predictive Maintenance Addressable Market Opportunity in US$ Thousand by Vertical: 2020-2027
    • TABLE 84: Rest of Europe Predictive Maintenance Market Share Analysis by Vertical: 2020 VS 2027
  • ASIA-PACIFIC
    • TABLE 85: Asia-Pacific Predictive Maintenance Market Estimates and Projections in US$ Thousand by Deployment: 2020-2027
    • TABLE 86: Asia-Pacific Predictive Maintenance Historic Market Analysis in US$ Thousand by Deployment: 2020 VS 2027
    • TABLE 87: Predictive Maintenance Market in Asia-Pacific by Component: Estimates and Projections in US$ Thousand for the Period 2020-2027
    • TABLE 88: Asia-Pacific Predictive Maintenance Market Share Analysis by Component: 2020 VS 2027
    • TABLE 89: Predictive Maintenance Quantitative Demand Analysis in Asia-Pacific in US$ Thousand by Vertical: 2020-2027
    • TABLE 90: Asia-Pacific Predictive Maintenance Market Share Analysis: A 7-Year Perspective by Vertical for 2020 and 2027
  • REST OF WORLD
    • TABLE 91: Predictive Maintenance Market Analysis in Rest of World in US$ Thousand by Deployment: 2020-2027
    • TABLE 92: Rest of World Predictive Maintenance Market Share Breakdown by Deployment: 2020 VS 2027
    • TABLE 93: Rest of World Predictive Maintenance Market Estimates and Forecasts in US$ Thousand by Component: 2020 to 2027
    • TABLE 94: Predictive Maintenance Market in Rest of World: Percentage Share Breakdown of Sales by Component for 2020 and 2027
    • TABLE 95: Rest of World Predictive Maintenance Market Quantitative Demand Analysis in US$ Thousand by Vertical: 2020 to 2027
    • TABLE 96: Rest of World Predictive Maintenance Market Share Analysis by Vertical: 2020 VS 2027

IV. COMPETITION

  • Total Companies Profiled: 58