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Fault Detection & Classification Market by Offering Type (Hardware, Services, Software), Technology Type (Machine Learning Based, Model Based, Rule Based), Deployment Mode, End User Industry - Global Forecast 2025-2030- Product Image
Fault Detection & Classification Market by Offering Type (Hardware, Services, Software), Technology Type (Machine Learning Based, Model Based, Rule Based), Deployment Mode, End User Industry - Global Forecast 2025-2030- Product Image
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Fault Detection & Classification Market by Offering Type (Hardware, Services, Software), Technology Type (Machine Learning Based, Model Based, Rule Based), Deployment Mode, End User Industry - Global Forecast 2025-2030

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  • 194 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 5893818
UP TO OFF until Jan 01st 2026
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The Fault Detection & Classification Market is witnessing significant transformation as organizations across industries prioritize advanced solutions to reduce downtime, increase reliability, and drive operational excellence. The integration of intelligent analytics, IoT connectivity, and real-time monitoring is reshaping risk management and maintenance strategies worldwide.

Market Snapshot: Fault Detection & Classification Market Growth Trends

The Fault Detection & Classification Market grew from USD 5.27 billion in 2024 to USD 5.74 billion in 2025. It is expected to continue growing at a CAGR of 8.56%, reaching USD 8.64 billion by 2030. Growth is propelled by rising implementation of predictive maintenance across manufacturing, energy, automotive, and critical infrastructure sectors. Demand is further fueled by increased reliance on industrial connectivity, stringent regulatory environments, and the need for proactive risk mitigation.

Scope & Segmentation of the Fault Detection & Classification Market

  • Offering Types: Hardware—including controllers, conditioners, and sensor devices such as acoustic, optical, temperature, and vibration sensors; Services—managed and professional services; Software—integrated and standalone platforms for comprehensive or targeted workflows.
  • Technology Types: Machine learning-based approaches, including reinforcement, supervised, and unsupervised learning; Model-based strategies using physical and statistical models; Rule-based and threshold-based methods for deterministic or simple detection needs.
  • Deployment Modes: Cloud-based (private and public), hybrid, and on-premise configurations, offering varied benefits for scalability, data residency, performance, and regulatory compliance.
  • End User Industries: Aerospace and defense, automotive, energy and utilities, manufacturing (discrete and process), oil and gas, along with chemical, food & beverage, and pharmaceutical process sectors.
  • Regional Coverage: Americas (including United States, Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (United Kingdom, Germany, France, multiple Middle Eastern and African nations), and Asia-Pacific (China, India, Japan, Australia, South Korea, Southeast Asia, and other key markets).
  • Leading Companies Assessed: Siemens Aktiengesellschaft, ABB Ltd, Schneider Electric SE, General Electric Company, Honeywell International Inc., Rockwell Automation, Emerson Electric Co., Mitsubishi Electric Corporation, Yokogawa Electric Corporation, and National Instruments Corporation.

Key Takeaways for Senior Decision-Makers

  • Market innovation is driven by integration between advanced sensor networks, edge devices, and intelligent analytics, enabling near real-time anomaly detection and robust fault classification.
  • Decision-makers benefit from unified monitoring platforms that blend machine learning with physical models, balancing interpretability with adaptive performance across diverse systems.
  • Cloud and hybrid deployments allow organizations to scale analytics while addressing specific operational, regulatory, and data sovereignty requirements.
  • Condition monitoring is moving from manual, periodic checks to fully automated surveillance, improving early detection and supporting predictive maintenance strategies across sectors.
  • Regional adoption is influenced by industry regulation, infrastructure modernization, and unique operating environments—requiring tailored solutions and local expertise for maximum impact.
  • Innovation accelerates through collaborative partnerships, targeted acquisitions, and investments in specialist talent, ensuring firms remain agile and competitive.

Tariff Impact: Adjusting Supply Chains and Costs in 2025

Upcoming United States tariffs on electronic components, sensors, and semiconductor modules are set to increase hardware costs for providers in the fault detection and classification market. As a result, suppliers are exploring alternative manufacturing locations, enhancing local production partnerships, and evaluating nearshore solutions. Service providers may also see increased operational expenses, and cloud platform fees could adjust in response to rising hardware prices. These shifts are prompting a reassessment of procurement, supply continuity, and total cost of ownership models for both vendors and buyers.

Methodology & Data Sources

This report draws on extensive primary interviews with senior executives and technical experts, as well as thorough secondary research, including peer-reviewed publications, regulatory filings, and industry conference papers. Rigorous triangulation and data validation processes underpin unbiased findings and actionable insights.

Why This Report Matters for Your Strategic Initiatives

  • Provides an in-depth analysis of market drivers, technology adoption, and supply chain adjustments specific to the fault detection and classification market.
  • Delivers clear segmentation insights and regional perspectives to support targeted decision-making and investment planning.
  • Equips organizations with practical recommendations to accelerate digital transformation, manage risk, and achieve operational resilience.

Conclusion

A strategic approach to fault detection and classification drives reliability and cost optimization in complex industrial settings. Stay prepared by leveraging innovation, regional insights, and integrated solutions that enable lasting operational success.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Rapid adoption of edge AI for real-time fault detection in industrial IoT networks
5.2. Integration of digital twin simulations with machine learning for precise equipment anomaly prediction
5.3. Increasing implementation of sensor fusion techniques to enhance fault diagnosis accuracy in manufacturing plants
5.4. Deployment of advanced deep learning algorithms for early detection of emerging equipment failures in power utilities
5.5. Evolution of cybersecurity protocols to safeguard connected fault detection systems against emerging industrial threats
5.6. Adoption of augmented reality guided maintenance tools for onsite fault classification and repair in heavy industries
5.7. Surge in cloud-based predictive maintenance platforms offering scalable fault analysis and diagnostic reporting for enterprises
5.8. Growing regulatory focus on compliance standards driving adoption of automated fault detection frameworks in automotive manufacturing
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. Fault Detection & Classification Market, by Offering Type
8.1. Introduction
8.2. Hardware
8.2.1. Controllers & Conditioners
8.2.2. Sensor Devices
8.2.2.1. Acoustic Sensors
8.2.2.2. Optical Sensors
8.2.2.3. Temperature Sensors
8.2.2.4. Vibration Sensors
8.3. Services
8.3.1. Managed Services
8.3.2. Professional Services
8.4. Software
8.4.1. Integrated Software
8.4.2. Standalone Software
9. Fault Detection & Classification Market, by Technology Type
9.1. Introduction
9.2. Machine Learning Based
9.2.1. Reinforcement Learning
9.2.2. Supervised Learning
9.2.3. Unsupervised Learning
9.3. Model Based
9.3.1. Physical Models
9.3.2. Statistical Models
9.4. Rule Based
9.5. Threshold Based
10. Fault Detection & Classification Market, by Deployment Mode
10.1. Introduction
10.2. Cloud Based
10.2.1. Private Cloud
10.2.2. Public Cloud
10.3. Hybrid
10.4. On Premise
11. Fault Detection & Classification Market, by End User Industry
11.1. Introduction
11.2. Aerospace & Defense
11.3. Automotive
11.4. Energy & Utilities
11.5. Manufacturing
11.5.1. Discrete Manufacturing
11.5.2. Process Manufacturing
11.5.2.1. Chemical
11.5.2.2. Food & Beverage
11.5.2.3. Pharmaceuticals
11.6. Oil & Gas
12. Americas Fault Detection & Classification Market
12.1. Introduction
12.2. United States
12.3. Canada
12.4. Mexico
12.5. Brazil
12.6. Argentina
13. Europe, Middle East & Africa Fault Detection & Classification Market
13.1. Introduction
13.2. United Kingdom
13.3. Germany
13.4. France
13.5. Russia
13.6. Italy
13.7. Spain
13.8. United Arab Emirates
13.9. Saudi Arabia
13.10. South Africa
13.11. Denmark
13.12. Netherlands
13.13. Qatar
13.14. Finland
13.15. Sweden
13.16. Nigeria
13.17. Egypt
13.18. Turkey
13.19. Israel
13.20. Norway
13.21. Poland
13.22. Switzerland
14. Asia-Pacific Fault Detection & Classification Market
14.1. Introduction
14.2. China
14.3. India
14.4. Japan
14.5. Australia
14.6. South Korea
14.7. Indonesia
14.8. Thailand
14.9. Philippines
14.10. Malaysia
14.11. Singapore
14.12. Vietnam
14.13. Taiwan
15. Competitive Landscape
15.1. Market Share Analysis, 2024
15.2. FPNV Positioning Matrix, 2024
15.3. Competitive Analysis
15.3.1. Siemens Aktiengesellschaft
15.3.2. ABB Ltd
15.3.3. Schneider Electric SE
15.3.4. General Electric Company
15.3.5. Honeywell International Inc.
15.3.6. Rockwell Automation, Inc.
15.3.7. Emerson Electric Co.
15.3.8. Mitsubishi Electric Corporation
15.3.9. Yokogawa Electric Corporation
15.3.10. National Instruments Corporation
16. ResearchAI
17. ResearchStatistics
18. ResearchContacts
19. ResearchArticles
20. Appendix
List of Figures
FIGURE 1. FAULT DETECTION & CLASSIFICATION MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2024 VS 2030 (%)
FIGURE 6. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2030 (%)
FIGURE 8. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2030 (%)
FIGURE 10. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2024 VS 2030 (%)
FIGURE 12. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 14. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 16. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. ASIA-PACIFIC FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 20. ASIA-PACIFIC FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. FAULT DETECTION & CLASSIFICATION MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 22. FAULT DETECTION & CLASSIFICATION MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 23. FAULT DETECTION & CLASSIFICATION MARKET: RESEARCHAI
FIGURE 24. FAULT DETECTION & CLASSIFICATION MARKET: RESEARCHSTATISTICS
FIGURE 25. FAULT DETECTION & CLASSIFICATION MARKET: RESEARCHCONTACTS
FIGURE 26. FAULT DETECTION & CLASSIFICATION MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. FAULT DETECTION & CLASSIFICATION MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CONTROLLERS & CONDITIONERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CONTROLLERS & CONDITIONERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY ACOUSTIC SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY ACOUSTIC SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OPTICAL SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OPTICAL SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TEMPERATURE SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TEMPERATURE SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY VIBRATION SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY VIBRATION SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY INTEGRATED SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY INTEGRATED SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY STANDALONE SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY STANDALONE SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PHYSICAL MODELS, BY REGION, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PHYSICAL MODELS, BY REGION, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY STATISTICAL MODELS, BY REGION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY STATISTICAL MODELS, BY REGION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY RULE BASED, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY RULE BASED, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY THRESHOLD BASED, BY REGION, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY THRESHOLD BASED, BY REGION, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HYBRID, BY REGION, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HYBRID, BY REGION, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DISCRETE MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DISCRETE MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CHEMICAL, BY REGION, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CHEMICAL, BY REGION, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY FOOD & BEVERAGE, BY REGION, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY FOOD & BEVERAGE, BY REGION, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2025-2030 (USD MILLION)
TABLE 103. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 104. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 105. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 106. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 107. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OIL & GAS, BY REGION, 2018-2024 (USD MILLION)
TABLE 108. GLOBAL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OIL & GAS, BY REGION, 2025-2030 (USD MILLION)
TABLE 109. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
TABLE 110. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2025-2030 (USD MILLION)
TABLE 111. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 112. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 113. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2018-2024 (USD MILLION)
TABLE 114. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2025-2030 (USD MILLION)
TABLE 115. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 116. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 117. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 118. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 119. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 120. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 121. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2018-2024 (USD MILLION)
TABLE 122. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2025-2030 (USD MILLION)
TABLE 123. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2018-2024 (USD MILLION)
TABLE 124. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2025-2030 (USD MILLION)
TABLE 125. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 126. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 127. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2018-2024 (USD MILLION)
TABLE 128. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2025-2030 (USD MILLION)
TABLE 129. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 130. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 131. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 132. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 133. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 134. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 135. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 136. AMERICAS FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 137. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
TABLE 138. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2025-2030 (USD MILLION)
TABLE 139. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 140. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 141. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2018-2024 (USD MILLION)
TABLE 142. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2025-2030 (USD MILLION)
TABLE 143. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 144. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 145. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 146. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 147. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 148. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 149. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2018-2024 (USD MILLION)
TABLE 150. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2025-2030 (USD MILLION)
TABLE 151. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2018-2024 (USD MILLION)
TABLE 152. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2025-2030 (USD MILLION)
TABLE 153. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 154. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 155. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2018-2024 (USD MILLION)
TABLE 156. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2025-2030 (USD MILLION)
TABLE 157. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 158. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 159. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 160. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 161. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 162. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 163. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 164. UNITED STATES FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 165. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
TABLE 166. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2025-2030 (USD MILLION)
TABLE 167. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 168. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 169. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2018-2024 (USD MILLION)
TABLE 170. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2025-2030 (USD MILLION)
TABLE 171. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 172. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 173. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 174. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 175. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 176. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 177. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2018-2024 (USD MILLION)
TABLE 178. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2025-2030 (USD MILLION)
TABLE 179. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2018-2024 (USD MILLION)
TABLE 180. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2025-2030 (USD MILLION)
TABLE 181. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 182. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 183. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2018-2024 (USD MILLION)
TABLE 184. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2025-2030 (USD MILLION)
TABLE 185. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 186. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 187. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 188. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 189. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 190. CANADA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 191. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
TABLE 192. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2025-2030 (USD MILLION)
TABLE 193. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 194. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 195. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2018-2024 (USD MILLION)
TABLE 196. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2025-2030 (USD MILLION)
TABLE 197. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 198. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 199. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 200. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 201. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 202. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 203. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2018-2024 (USD MILLION)
TABLE 204. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2025-2030 (USD MILLION)
TABLE 205. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2018-2024 (USD MILLION)
TABLE 206. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2025-2030 (USD MILLION)
TABLE 207. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 208. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 209. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2018-2024 (USD MILLION)
TABLE 210. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2025-2030 (USD MILLION)
TABLE 211. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 212. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 213. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 214. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 215. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 216. MEXICO FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 217. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
TABLE 218. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2025-2030 (USD MILLION)
TABLE 219. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 220. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 221. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2018-2024 (USD MILLION)
TABLE 222. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2025-2030 (USD MILLION)
TABLE 223. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 224. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 225. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 226. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 227. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 228. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 229. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2018-2024 (USD MILLION)
TABLE 230. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2025-2030 (USD MILLION)
TABLE 231. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2018-2024 (USD MILLION)
TABLE 232. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2025-2030 (USD MILLION)
TABLE 233. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 234. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 235. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2018-2024 (USD MILLION)
TABLE 236. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2025-2030 (USD MILLION)
TABLE 237. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 238. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 239. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 240. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 241. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 242. BRAZIL FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 243. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
TABLE 244. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2025-2030 (USD MILLION)
TABLE 245. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 246. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 247. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2018-2024 (USD MILLION)
TABLE 248. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2025-2030 (USD MILLION)
TABLE 249. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 250. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 251. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 252. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 253. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 254. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 255. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2018-2024 (USD MILLION)
TABLE 256. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2025-2030 (USD MILLION)
TABLE 257. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2018-2024 (USD MILLION)
TABLE 258. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2025-2030 (USD MILLION)
TABLE 259. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 260. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 261. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2018-2024 (USD MILLION)
TABLE 262. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2025-2030 (USD MILLION)
TABLE 263. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 264. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 265. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 266. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 267. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 268. ARGENTINA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 269. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2018-2024 (USD MILLION)
TABLE 270. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY OFFERING TYPE, 2025-2030 (USD MILLION)
TABLE 271. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 272. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 273. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2018-2024 (USD MILLION)
TABLE 274. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SENSOR DEVICES, 2025-2030 (USD MILLION)
TABLE 275. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 276. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 277. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 278. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 279. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 280. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 281. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2018-2024 (USD MILLION)
TABLE 282. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MACHINE LEARNING BASED, 2025-2030 (USD MILLION)
TABLE 283. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2018-2024 (USD MILLION)
TABLE 284. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MODEL BASED, 2025-2030 (USD MILLION)
TABLE 285. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 286. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 287. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2018-2024 (USD MILLION)
TABLE 288. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY CLOUD BASED, 2025-2030 (USD MILLION)
TABLE 289. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 290. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 291. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 292. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 293. EUROPE, MIDDLE EAST & AFRICA FAULT DETECTION & CLASSIFICATION MARKET SIZE, BY PROCESS MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 294. EUROPE, MIDDLE E

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Companies Mentioned

The major companies profiled in this Fault Detection & Classification market report include:
  • Siemens Aktiengesellschaft
  • ABB Ltd
  • Schneider Electric SE
  • General Electric Company
  • Honeywell International Inc.
  • Rockwell Automation, Inc.
  • Emerson Electric Co.
  • Mitsubishi Electric Corporation
  • Yokogawa Electric Corporation
  • National Instruments Corporation

Table Information

Report AttributeDetails
No. of Pages194
PublishedAugust 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 5.74 Billion
Forecasted Market Value ( USD ) by 2030 $ 8.64 Billion
Compound Annual Growth Rate8.5%
Regions CoveredGlobal
No. of Companies Mentioned11

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