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市场调查报告书
商品编码
1427200
全球製造分析市场规模、份额、成长分析（按组成部分、按应用）- 2023-2030 年产业预测Global Manufacturing Analytics Market Size, Share, Growth Analysis, By Component(Software, and Services), By Application(Predictive Maintenance, Inventory Management) - Industry Forecast 2023-2030 |
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2022年全球製造分析市场规模预计为106亿美元，从2023年的128亿美元成长到2031年的580.6亿美元，预测期内（2024-2031年）复合年增长率为20.8%，预计将增长。
製造分析市场的主要目的是帮助製造商从资料中获得可行的见解，从而实现资料主导的决策，从而提高业务绩效、降低成本并提高整体生产力。透过分析，製造商可以识别低效率、识别模式和趋势、预测需求、最佳化库存、改善品管并简化生产流程。製造分析市场的成长是由製造业加速采用自动化和数数位化所推动的。物联网设备、感测器技术和互连机器的普及正在产生大量资料，使製造商有机会利用分析来获得有价值的见解并增强业务。然而，也存在挑战，其中最重要的是在现有製造环境中实施分析解决方案的复杂性。整合分析工具和旧有系统、确保资料准确性和品质以及克服资料孤岛是製造商面临的挑战。製造分析市场也存在着巨大的成长机会。人工智慧、机器学习和巨量资料分析等技术为製造商提供了有价值的见解和优化业务的潜力。对工业 4.0 和製造业数位转型的日益关注将进一步为製造业分析解决方案的采用铺平道路。全球製造分析市场在使製造商能够利用资料分析在快速发展的行业中实现营运绩效、提高效率和市场竞争方面发挥关键作用。儘管面临挑战，市场仍为製造商提供了利用资料和分析来推动变革性营运和永续成长的重大机会。
使用自上而下和自下而上的方法来估计和检验製造分析的全球市场规模，并估计其他各个相关子市场的规模。用于估计市场规模的调查方法包括以下细节：透过二次研究确定市场中的主要企业，并透过初步和二次研究确定每个地区的市场占有率。整个过程包括研究主要企业的年度和财务报告以及广泛的采访，以获得执行长、副总裁、董事和行销负责人等行业领导者的重要见解。所有股份比率和细分均使用二手资讯确定并使用主要资讯检验。本研究涵盖的所有可能影响市场的参数都经过广泛而详细的考虑，透过初步研究检验和分析，以获得最终的定量和定性资料。我做到了。
全球製造分析市场細項分析
全球製造分析市场根据组件、应用程式和区域进行细分。根据组件，市场分为软体和服务。依产品分为预测性维护、库存管理、供应链优化等。按地区划分，市场分为北美、欧洲、亚太地区、中东和非洲以及拉丁美洲。
全球製造分析市场的驱动因素
物联网 (IIoT) 设备和感测器广泛整合到製造流程中，导致资料大量涌入。製造分析解决方案在处理和分析这些资料以获得有意义的见解方面发挥着至关重要的作用。到 2022 年，製造商将越来越多地采用工业物联网和巨量资料分析来简化业务、改善品管、最大限度地减少停机时间并提高整体效率。
预测性维护在製造业中受到广泛关注，因为它可以更轻鬆地主动识别和解决潜在的设备故障。製造分析使製造商能够持续监控设备运作状况、预测维护需求并主动安排维护活动。这种方法有助于最大限度地减少停机时间、优化维护成本并提高设备的整体效率。到 2022 年，随着预测性维护成为业务效率和降低成本的驱动力的焦点，对製造分析解决方案的需求预计将会增加。
全球製造分析市场的限制因素
製造分析领域涉及收集、处理和分析大量敏感资料，并面临重大的资料安全和隐私挑战。製造商必须确保资料的机密性和完整性，以防止未授权存取和潜在的洩漏。到 2022 年，强有力的资料安全措施和遵守资料保护条例将成为强制性要求，这将继续对製造分析解决方案的普及提出挑战。
製造分析的有效实施和利用需要拥有资料分析、机器学习和统计建模方面专业知识的熟练劳动力。然而，缺乏此类熟练的专业人员是市场的一个限制。公司面临投资培训和提高员工技能以有效利用製造分析能力的挑战。到 2022 年，资料分析领域熟练人才的短缺可能会阻碍製造分析解决方案的普及和采用。
全球製造分析市场趋势
2022 年製造分析的一个显着趋势是人工智慧 (AI) 和机器学习 (ML) 技术的整合。这种整合透过发现製造资料中隐藏的模式和相关性来增强分析过程，从而实现预测性和规范性分析。透过利用人工智慧和机器学习演算法的力量，製造商可以做出资料主导的决策、优化流程并提高整体业务效率。
此外，到 2022 年，云端基础的製造分析解决方案将得到更多采用。这些云端基础的解决方案提供可扩充性、弹性和成本效益，使製造商能够随时随地存取和分析资料。云端基础的製造分析平台还有助于实现即时监控、协作和预测分析功能。这种基于云端基础的解决方案的趋势使製造商能够克服基础设施限制并利用高级分析的优势，而无需进行大量的前期投资。
目录
- 执行摘要
- 调查方法
- 母市场分析
- 主要市场考察
- 技术分析
- 价格分析
- 供应链分析
- 价值链分析
- 市场生态系统
- 智慧财产权分析
- 贸易分析
- Start-Ups分析
- 原料分析
- 创新矩阵
- 研发线产品分析
- 总体经济指标
- 主要投资分析
- 关键成功因素
- 竞争程度
- 市场动态及展望
- 市场动态
- 促进因素
- 机会
- 抑制因素
- 任务
- 监管形势
- 波特的分析
- 对未来中断的特殊考虑
- 市场动态
- 全球製造分析市场：按组成部分
- 市场概况
- 软体
- 服务
- 全球製造分析市场：按应用分类
- 市场概况
- 预测性维护
- 库存控制
- 供应链优化
- 其他的
- 按地区分類的全球製造分析市场规模
- 市场概况
- 北美洲
- 美国
- 加拿大
- 欧洲
- 德国
- 西班牙
- 法国
- 英国
- 其他欧洲国家地区
- 亚太地区
- 中国
- 印度
- 日本
- 韩国
- 其他亚太地区
- 拉丁美洲
- 巴西
- 其他拉丁美洲地区
- 中东和非洲 (MEA)
- 海湾合作委员会国家
- 南非
- 其他中东/非洲地区
- 竞争形势
- 前5名企业对比
- 主要企业市场定位（2021年）
- 主要市场参与者所采取的策略
- 关键成功策略
- 近期市集活动
- 主要企业市场占有率（2021年）
- 主要企业简介
- 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)
