Overview and Scope
Fault detection and classification (FDC) refers to a process used in manufacturing and engineering to identify and categorize abnormalities or faults in systems, processes, or equipment. The goal of FDC is to detect deviations from normal operating conditions, diagnose the root causes of faults, and classify them based on their characteristics or attributes.
Sizing and Forecast
The fault detection and classification market size has grown strongly in recent years. It will grow from $4.52 billion in 2023 to $4.91 billion in 2024 at a compound annual growth rate (CAGR) of 8.7%. The growth in the historic period can be attributed to adoption of industrial automation, emphasis on quality control and assurance, increased focus on operational efficiency, growth of predictive maintenance strategies, technological advancements in sensor technology.
The fault detection and classification market size is expected to see strong growth in the next few years. It will grow to $6.94 billion in 2028 at a compound annual growth rate (CAGR) of 9.0%. The growth in the forecast period can be attributed to expansion of edge computing capabilities, continued growth of predictive maintenance adoption, increasing demand for cloud based solutions, focus on cybersecurity in industrial environments, industry specific customization and solutions. Major trends in the forecast period include shift towards industry 4.0 and smart manufacturing, predictive analytics for maintenance optimization, explainable AI in FDC systems, and integration of blockchain for data security and transparency.
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Segmentation & Regional Insights
The fault detection and classification market covered in this report is segmented –
1) By Offering: Software, Hardware, Services
2) By Fault Type: Dimensional Fault, Process Variability, Surface Defects, Contamination Faults, Other Fault Types
3) By Technology: Sensor Data Analysis, Statistical Methods, Machine Learning Algorithm, Other Technologies
4) By Application: Manufacturing, Packaging
5) By End Use: Automotive, Electronic and Semiconductor, Metals And machinery, Food And packaging, Pharmaceuticals
North America was the largest region in the fault detection and classification market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the fault detection and classification market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
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Major Driver Impacting Market Growth
The rising demand for automation is expected to propel the growth of the fault detection and classification market going forward. Automation refers to the use of technology, machinery, or systems to perform tasks or processes with minimal human intervention. The demand for automation is increasing due to its ability to enhance efficiency, reduce costs, improve productivity, and meet evolving market demands more effectively. Automation improves fault detection and classification by offering real-time monitoring and predictive insights, enhancing operational efficiency, reliability, and safety across industries. For instance, in October 2022, according to a report published by the International Federation of Robotics, a Germany-based non-profit organization, the installation of robots in 2021 reached an all-time high of 517,385 in factories around the world, which represents an increase of 31% compared to 2020. Therefore, the rising demand for automation is driving the growth of the fault detection and classification market.
Key Industry Players
Major companies operating in the fault detection and classification market are Microsoft Corporation, Amazon Web Services Inc., Siemens AG, Applied Materials Inc., Tokyo Electron Limited, Doosan Corporation, KLA Corporation, Hyundai Heavy Industries, OMRON Corporation, Keyence Corporation, Teledyne Technologies, Edwards Limited, Synopsys Inc., Advantest Corporation, LS Electric Co. Ltd., Cognex Corporation, Datalogic S.P.A, INFICON Holding AG, DWFritz Automation LLC, MobiDev, elunic AG, eInnoSys Technologies Inc., Chooch Intelligence Technologies, Kili Technology.
The fault detection and classification market report table of contents includes:
1. Executive Summary
2. Fault Detection And Classification Market Characteristics
3. Fault Detection And Classification Market Trends And Strategies
4. Fault Detection And Classification Market – Macro Economic Scenario
5. Global Fault Detection And Classification Market Size and Growth
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32. Global Fault Detection And Classification Market Competitive Benchmarking
33. Global Fault Detection And Classification Market Competitive Dashboard
34. Key Mergers And Acquisitions In The Fault Detection And Classification Market
35. Fault Detection And Classification Market Future Outlook and Potential Analysis
36. Appendix
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