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製造營運管理

市場調查報告書

商品編碼

1554255

製造分析市場規模、佔有率和成長分析：按類型、應用程式、部署模型、產業和地區分類 - 產業預測，2024-2031 年

Manufacturing Analytics Market Size, Share, Growth Analysis, By Type, By Application, By Development Model, By Industry Vertical, By Region - Industry Forecast 2024-2031

出版日期: 2024年09月06日 | 出版商:

SkyQuest | 英文 197 Pages | 商品交期: 3-5個工作天內

價格

簡介目錄

2022年全球製造分析市場規模將達到128億美元，預測期內（2024-2031年）複合年成長率為20.8%，從2023年的154.6億美元成長到2031年的580億美元。美國3000萬美元。

對於希望透過資料主導的洞察來增強業務的現代製造商來說，製造分析市場發揮著至關重要的作用。該市場主要是由製造業中自動化和數位化的日益一體化所推動的，物聯網設備、感測器和互連機器會產生大量資料。然而，將分析工具整合到現有系統並確保資料準確性已成為需要解決的重大挑戰。儘管存在這些障礙，製造分析市場仍具有相當大的成長和發展潛力。人工智慧和機器學習等技術進步提供了從海量資料集獲取可行見解的創新方法。此外，製造業專注於工業4.0和數位轉型，非常適合部署分析解決方案，反映出該產業注重利用資料分析實現營運績效的環境已經到位。製造分析透過即時監控、預測性維護和供應鏈最佳化等應用提供實際好處。這些工具使製造商能夠檢測效率低下的情況、預測需求、最佳化庫存並改善生產流程。透過利用分析的力量，製造商可以提高生產力、提高效率並保持競爭力。

市場概況
北美洲
- 美國
- 加拿大
歐洲
- 德國
- 英國
- 法國
- 義大利
- 西班牙
- 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

競爭格局

前5名企業對比
2023年主要企業市場定位
主要市場參與者所採取的策略
近期市集活動
主要企業市場佔有率(%)，2023年

主要企業簡介

International Business Machines Corporation（US）
Oracle Corporation（US）
SAP SE（Germany）
Zensar Technologies Ltd.（India）
SAS Institute, Inc.（US）
Alteryx, Inc.（US）
1010data, Inc.（US）
Siemens AG（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）
Software AG（Germany）
QlikTech International AB（Sweden）
Splunk Inc.（US）
Honeywell International Inc.（US）

簡介目錄

Product Code: SQMIG45A2118

Global Manufacturing Analytics Market size was valued at USD 12.80 Billion in 2022 and is poised to grow from USD 15.46 Billion in 2023 to USD 58.03 Billion by 2031, at a CAGR of 20.8% during the forecast period (2024-2031).

The manufacturing analytics market plays a pivotal role for contemporary manufacturers aiming to enhance their operations through data-driven insights. This market is largely propelled by the growing integration of automation and digitization in manufacturing, which generates extensive data from IoT devices, sensors, and interconnected machinery. However, integrating analytics tools with existing systems and ensuring the accuracy of data present significant challenges that need to be addressed. Despite these obstacles, the manufacturing analytics market holds considerable potential for growth and advancement. Advances in technologies such as artificial intelligence and machine learning are providing innovative ways to derive actionable insights from vast data sets. Additionally, the emphasis on Industry 4.0 and digital transformation in the manufacturing sector creates a conducive environment for adopting analytics solutions, reflecting the industry's focus on utilizing data analytics to achieve operational excellence. Manufacturing analytics offers practical benefits through applications like real-time monitoring, predictive maintenance, and supply chain optimization. These tools enable manufacturers to detect inefficiencies, predict demand, optimize inventory, and refine production processes. By harnessing the power of analytics, manufacturers can enhance productivity, boost efficiency, and maintain a competitive edge, all while promoting sustainability in a rapidly evolving industry.

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 analyzed to get the final quantitative and qualitative data.

Global Manufacturing Analytics Market Segmental Analysis

The global manufacturing analytics market is segmented based on Type, application, Deployment model, Industry Vertical and region. Based on type, the market is segmented into software and services. In terms of application, the market is segmented into predictive maintenance and asset management, inventory management, supply chain Planning and Procurement, energy management, emergency management, sales and customer management and others. Based on the development model, the market is segmented into on-premises, on-demand. In terms of industry vertical, the market is segmented into automotive and aerospace manufacturing, electronic equipment manufacturing, food and beverages manufacturing, chemicals and materials manufacturing, machinery and industrial equipment, pharma and life sciences, paper, pulp, plastic and rubber manufacturing, 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

Predictive maintenance is increasingly becoming a key focus in the manufacturing sector due to its ability to proactively detect and address potential equipment failures. By utilizing manufacturing analytics, manufacturers can continuously monitor equipment health, anticipate maintenance needs, and plan maintenance activities in advance. This strategy helps reduce downtime, lower maintenance costs, and enhance overall equipment performance. In 2023, the growing emphasis on predictive maintenance to drive operational efficiency and cost savings is anticipated to significantly boost the demand for manufacturing analytics solutions.

Restraints in the Global Manufacturing Analytics Market

As manufacturing analytics involves handling large amounts of sensitive data, concerns about data security and privacy present a significant challenge in the market. Manufacturers must safeguard the confidentiality and integrity of their data to prevent unauthorized access and potential breaches. In 2023, ensuring robust data security measures and adhering to data protection regulations will remain crucial challenges that could impact the widespread adoption of manufacturing analytics solutions.

Market Trends of the Global Manufacturing Analytics Market

In 2023, the incorporation of artificial intelligence (AI) and machine learning (ML) technologies into manufacturing analytics is emerging as a major trend. These advanced algorithms have the capability to reveal hidden patterns and correlations within manufacturing data, facilitating predictive and prescriptive analytics. By harnessing the power of AI and ML, manufacturers can enhance their data-driven decision-making, streamline processes, and boost overall operational efficiency. The use of AI and ML in manufacturing analytics enables manufacturers to gain deeper insights from their data, driving improvements in various aspects of their operations. This integration supports more accurate predictions, better process optimization, and ultimately leads to greater operational effectiveness and efficiency.

Introduction

Objectives of the Study
Definitions
Market Scope

Research Methodology

Information Procurement
Secondary & Primary Data Sources
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Market Overview Outlook
Supply Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Key Success Factors of The Market
Degree Of Competition
Top Investment Pockets
Market Attractive Index
Ecosystem Mapping
Value chain analysis
Strategic Benchmarking

Manufacturing Analytics Market by Type

Market Overview
Software
Services
- Managed Services
- Professional service
- Development and Integration
- Support and Maintenance
- Consulting Services

Manufacturing Analytics Market by Application

Market overview
Predictive Maintenance and Asset Management
Inventory Management
Supply Chain Planning and Procurement
Energy Management
Emergency Management
Sales and Customer Management
Others

Manufacturing Analytics Market by Development Model

Market Overview
On-Premises
On-Demand

Manufacturing Analytics Market by Industry Vertical

Market Overview
Automotive and Aerospace Manufacturing
Electronic Equipment Manufacturing
Food and Beverages Manufacturing
Chemicals and Materials Manufacturing
Machinery and Industrial Equipment Manufacturing
Pharma and Life Sciences
Paper, Pulp, Plastic, and Rubber Manufacturing
Others

Manufacturing Analytics Market Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- UK
- France
- Italy
- Spain
- 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, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

Key Company Profiles

International Business Machines Corporation (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
Zensar Technologies Ltd. (India)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alteryx, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
1010data, Inc. (US)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Siemens AG (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
Software AG (Germany)
- 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