 |
市場調查報告書
商品編碼
1427200
全球製造分析市場規模、佔有率、成長分析（按組成部分、按應用）- 2023-2030 年產業預測Global Manufacturing Analytics Market Size, Share, Growth Analysis, By Component(Software, and Services), By Application(Predictive Maintenance, Inventory Management) - Industry Forecast 2023-2030 |
||||||
2022年全球製造分析市場規模預計為106億美元，從2023年的128億美元成長到2031年的580.6億美元，預測期內（2024-2031年）複合年成長率為20.8%，預計將成長。
製造分析市場的主要目的是幫助製造商從資料中獲得可行的見解，從而實現資料主導的決策，從而提高業務績效、降低成本並提高整體生產力。透過分析，製造商可以識別低效率、識別模式和趨勢、預測需求、最佳化庫存、改善品管並簡化生產流程。製造分析市場的成長是由製造業加速採用自動化和數位化所推動的。物聯網設備、感測器技術和互連機器的普及正在產生大量資料，使製造商有機會利用分析來獲得有價值的見解並增強業務。然而，也存在挑戰，其中最重要的是在現有製造環境中實施分析解決方案的複雜性。整合分析工具和舊有系統、確保資料準確性和品質以及克服資料孤島是製造商面臨的挑戰。製造分析市場也存在著巨大的成長機會。人工智慧、機器學習和巨量資料分析等技術為製造商提供了有價值的見解和最佳化業務的潛力。對工業 4.0 和製造業數位轉型的日益關注將進一步為製造業分析解決方案的採用鋪平道路。全球製造分析市場在使製造商能夠利用資料分析在快速發展的行業中實現營運績效、提高效率和市場競爭方面發揮關鍵作用。儘管面臨挑戰，市場仍為製造商提供了利用資料和分析來推動變革性營運和永續成長的重大機會。
使用自上而下和自下而上的方法來估計和檢驗製造分析的全球市場規模，並估計其他各個相關子市場的規模。用於估計市場規模的調查方法包括以下細節：透過二次研究確定市場中的主要企業，並透過初步和二次研究確定每個地區的市場佔有率。整個過程包括研究主要企業的年度和財務報告以及廣泛的採訪，以獲得執行長、副總裁、董事和行銷負責人等行業領導者的重要見解。所有股份比率和細分均使用二手資訊確定並使用主要資訊檢驗。本研究涵蓋的所有可能影響市場的參數都經過廣泛而詳細的考慮，透過初步研究檢驗和分析，以獲得最終的定量和定性資料。我做到了。
全球製造分析市場細分分析
全球製造分析市場根據組件、應用程式和區域進行細分。根據組件，市場分為軟體和服務。依產品分為預測性維護、庫存管理、供應鏈最佳化等。按地區分類，市場分為北美、歐洲、亞太地區、中東和非洲以及拉丁美洲。
全球製造分析市場的促進因素
物聯網 (IIoT) 設備和感測器廣泛整合到製造流程中，導致資料大量湧入。製造分析解決方案在處理和分析這些資料以獲得有意義的見解方面發揮著至關重要的作用。到 2022 年，製造商將擴大採用工業物聯網和巨量資料分析來簡化業務、改善品管、最大限度地減少停機時間並提高整體效率。
預測性維護在製造業中受到廣泛關注，因為它可以更輕鬆地主動識別和解決潛在的設備故障。製造分析使製造商能夠持續監控設備運作狀況、預測維護需求並主動安排維護活動。這種方法有助於最大限度地減少停機時間、最佳化維護成本並提高設備的整體效率。到 2022 年，隨著預測性維護成為業務效率和降低成本的驅動力的焦點，對製造分析解決方案的需求預計將會增加。
全球製造分析市場的限制因素
製造分析領域涉及收集、處理和分析大量敏感資料，並面臨重大的資料安全和隱私挑戰。製造商必須確保資料的機密性和完整性，以防止未授權存取和潛在的洩漏。到 2022 年，強力的資料安全措施和遵守資料保護條例將成為強制性要求，這將繼續對製造分析解決方案的普及提出挑戰。
製造分析的有效實施和利用需要擁有資料分析、機器學習和統計建模方面專業知識的熟練勞動力。然而，缺乏此類熟練的專業人員是市場的一個限制。公司面臨投資培訓和提高員工技能以有效利用製造分析能力的挑戰。到 2022 年，資料分析領域熟練人才的短缺可能會阻礙製造分析解決方案的普及和採用。
全球製造分析市場趨勢
2022 年製造分析的一個顯著趨勢是人工智慧 (AI) 和機器學習 (ML) 技術的整合。這種整合透過發現製造資料中隱藏的模式和相關性來增強分析過程，從而實現預測性和規範性分析。透過利用人工智慧和機器學習演算法的力量，製造商可以做出資料主導的決策、最佳化流程並提高整體業務效率。
此外，到 2022 年，雲端基礎的製造分析解決方案將得到更多採用。這些雲端基礎的解決方案提供可擴充性、彈性和成本效益，使製造商能夠隨時隨地存取和分析資料。雲端基礎的製造分析平台還有助於實現即時監控、協作和預測分析功能。這種基於雲端基礎的解決方案的趨勢使製造商能夠克服基礎設施限制並利用高級分析的優勢，而無需進行大量的前期投資。
目錄
- 執行摘要
- 調查方法
- 母市場分析
- 主要市場考察
- 技術分析
- 價格分析
- 供應鏈分析
- 價值鏈分析
- 市場生態系統
- 智慧財產權分析
- 貿易分析
- Start-Ups分析
- 原料分析
- 創新矩陣
- 研發線產品分析
- 總體經濟指標
- 主要投資分析
- 關鍵成功因素
- 競爭程度
- 市場動態及展望
- 市場動態
- 促進因素
- 機會
- 抑制因素
- 任務
- 監管形勢
- 波特的分析
- 對未來中斷的特殊考慮
- 市場動態
- 全球製造分析市場：按組成部分
- 市場概況
- 軟體
- 服務
- 全球製造分析市場：按應用分類
- 市場概況
- 預測性維護
- 庫存控制
- 供應鏈最佳化
- 其他
- 按地區分類的全球製造分析市場規模
- 市場概況
- 北美洲
- 美國
- 加拿大
- 歐洲
- 德國
- 西班牙
- 法國
- 英國
- 其他歐洲國家地區
- 亞太地區
- 中國
- 印度
- 日本
- 韓國
- 其他亞太地區
- 拉丁美洲
- 巴西
- 其他拉丁美洲地區
- 中東和非洲 (MEA)
- 海灣合作理事會國家
- 南非
- 其他中東/非洲地區
- 競爭形勢
- 前5名企業對比
- 主要企業市場定位（2021年）
- 主要市場參與者所採取的策略
- 關鍵成功策略
- 近期市集活動
- 主要企業市場佔有率（2021年）
- 主要企業簡介
- Siemens AG（Germany）
- IBM Corporation（US）
- SAS Institute Inc.（US）
- Oracle Corporation（US）
- SAP SE（Germany）
- Microsoft Corporation（US）
- General Electric Company（US）
- Cisco Systems, Inc.（US）
- Intel Corporation（US）
- Rockwell Automation, Inc.（US）
- Teradata Corporation（US）
- Hitachi, Ltd.（Japan）
- PTC Inc.（US）
- TIBCO Software Inc.（US）
- Software AG（Germany）
- Alteryx, Inc.（US）
- Tableau Software（US）
- QlikTech International AB（Sweden）
- Splunk Inc.（US）
- Honeywell International Inc.（US）
Global Manufacturing Analytics Market size was valued at USD 10.6 Billion in 2022 and is poised to grow from USD 12.8 Billion in 2023 to USD 58.06 Billion by 2031, at a CAGR of 20.8% during the forecast period (2024-2031).
The primary objective of the manufacturing analytics market is to assist manufacturers in extracting actionable insights from their data, enabling data-driven decisions for enhanced operational performance, cost reduction, and increased overall productivity. Through analytics, manufacturers can identify inefficiencies, recognize patterns and trends, forecast demand, optimize inventory, improve quality control, and streamline production processes. The driving force behind the growth of the manufacturing analytics market is the escalating adoption of automation and digitization in the manufacturing sector. The proliferation of IoT devices, sensor technology, and interconnected machines has generated extensive data, offering manufacturers an opportunity to utilize analytics for valuable insights and operational enhancements. However, there are challenges, with the complexity of implementing analytics solutions in existing manufacturing environments being a significant factor. Integrating analytics tools with legacy systems, ensuring data accuracy and quality, and overcoming data silos present challenges for manufacturers. The manufacturing analytics market also holds substantial opportunities for growth. Technologies like artificial intelligence, machine learning, and big data analytics offer manufacturers the potential to derive valuable insights and optimize operations. The increasing focus on Industry 4.0 and the digital transformation of the manufacturing sector further pave the way for the adoption of manufacturing analytics solutions. The global manufacturing analytics market plays a crucial role in enabling manufacturers to leverage data analytics for operational excellence, efficiency improvement, and competitiveness in a rapidly evolving industry. Despite challenges, the market presents significant opportunities for manufacturers to harness data and analytics for transformative operations and sustainable growth.
Top-down and bottom-up approaches were used to estimate and validate the size of the Global Manufacturing Analytics Market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analysed to get the final quantitative and qualitative data.
Global Manufacturing Analytics Market Segmental Analysis
The global manufacturing analytics market is segmented on the basis of component, application, and region. Based on component, the market is segmented into software, and services. In terms of product, the market is segmented into predictive maintenance, inventory management, supply chain optimization, and others. By region, the market is segmented into North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.
Drivers of the Global Manufacturing Analytics Market
The widespread integration of Industrial Internet of Things (IIoT) devices and sensors in manufacturing processes results in a substantial influx of data. Manufacturing analytics solutions play a pivotal role in processing and analysing this data to extract meaningful insights. In 2022, manufacturers are increasingly adopting IIoT and big data analytics to streamline their operations, enhance quality control, minimize downtime, and improve overall efficiency.
Predictive maintenance is gaining significant prominence in the manufacturing industry as it facilitates the proactive identification and resolution of potential equipment failures. Through the utilization of manufacturing analytics, manufacturers can continuously monitor the health of equipment, forecast maintenance needs, and schedule maintenance activities proactively. This approach aids in minimizing downtime, optimizing maintenance costs, and enhancing overall equipment effectiveness. The focus on predictive maintenance as a driver of operational efficiency and cost savings in 2022 is anticipated to drive the demand for manufacturing analytics solutions.
Restraints in the Global Manufacturing Analytics Market
The field of manufacturing analytics, involving the collection, processing, and analysis of substantial amounts of sensitive data, encounters significant challenges related to data security and privacy concerns. Manufacturers must ensure the confidentiality and integrity of their data to prevent unauthorized access and potential breaches. In 2022, the imperative for robust data security measures and adherence to data protection regulations continues to present challenges for the widespread adoption of manufacturing analytics solutions.
The effective implementation and utilization of manufacturing analytics necessitate a skilled workforce with expertise in data analytics, machine learning, and statistical modeling. However, the scarcity of such skilled professionals serves as a restraint in the market. Organizations face the challenge of investing in training and upskilling their workforce to effectively leverage the capabilities of manufacturing analytics. In 2022, the shortage of skilled personnel in the field of data analytics may impede the widespread adoption and utilization of manufacturing analytics solutions.
Market Trends of the Global Manufacturing Analytics Market
In 2022, a notable trend in manufacturing analytics involves the integration of artificial intelligence (AI) and machine learning (ML) technologies. This integration enhances the analytics process by uncovering hidden patterns and correlations in manufacturing data, enabling predictive and prescriptive analytics. Manufacturers, by leveraging the capabilities of AI and ML algorithms, can make data-driven decisions, optimize processes, and enhance overall operational efficiency.
Additionally, there is an increasing adoption of cloud-based manufacturing analytics solutions in 2022. These cloud-based solutions offer scalability, flexibility, and cost-effectiveness, providing manufacturers with the ability to access and analyze their data from any location and at any time. Cloud-based manufacturing analytics platforms also facilitate real-time monitoring, collaboration, and predictive analytics capabilities. This trend towards cloud-based solutions allows manufacturers to overcome infrastructure limitations and harness the advantages of advanced analytics without substantial upfront investments.
Table of Contents
- Executive Summary
- Market Overview
- Wheel of Fortune
- Research Methodology
- Information Procurement
- Secondary & Primary Data Sources
- Market Size Estimation
- Market Assumptions & Limitations
- Parent Market Analysis
- Market Overview
- Market Size
- Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
- Key Market Insights
- Technology Analysis
- Pricing Analysis
- Supply Chain Analysis
- Value Chain Analysis
- Ecosystem of the Market
- IP Analysis
- Trade Analysis
- Startup Analysis
- Raw Material Analysis
- Innovation Matrix
- Pipeline Product Analysis
- Macroeconomic Indicators
- Top Investment Analysis
- Key Success Factor
- Degree of Competition
- Market Dynamics & Outlook
- Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
- Regulatory Landscape
- Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers
- Skyquest Special Insights on Future Disruptions
- Political Impact
- Economic Impact
- Social Impact
- Technical Impact
- Environmental Impact
- Legal Impact
- Market Dynamics
- Global Manufacturing Analytics Market by Component
- Market Overview
- Software
- and Services
- Global Manufacturing Analytics Market by Application
- Market Overview
- Predictive Maintenance
- Inventory Management
- Supply Chain Optimization
- and Others
- Global Manufacturing Analytics Market Size by Region
- Market Overview
- North America
- USA
- Canada
- Europe
- Germany
- Spain
- France
- UK
- Rest of Europe
- Asia Pacific
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
- Latin America
- Brazil
- Rest of Latin America
- Middle East & Africa (MEA)
- GCC Countries
- South Africa
- Rest of MEA
- Competitive Landscape
- Top 5 Player Comparison
- Market Positioning of Key Players, 2021
- Strategies Adopted by Key Market Players
- Top Winning Strategies
- By Development
- By Company
- By Year
- Recent Activities in the Market
- Key Companies Market Share (%), 2021
- Key Company Profiles
- Siemens AG (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- IBM Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- SAS Institute Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Oracle Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- SAP SE (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Microsoft Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- General Electric Company (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Cisco Systems, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Intel Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Rockwell Automation, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Teradata Corporation (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Hitachi, Ltd. (Japan)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- PTC Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- TIBCO Software Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Software AG (Germany)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Alteryx, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Tableau Software (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- QlikTech International AB (Sweden)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Splunk Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Honeywell International Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
- Siemens AG (Germany)
