SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery

Mathematics

• Service-oriented Architecture 100%
• Rotating Machinery 78%
• Fault Diagnosis 73%
• Fault Detection 55%
• Machine Learning 51%
• Software 42%
• Diagnostics 35%
• Vibration Signal 22%
• Condition Monitoring 20%
• Information and Communication Technology 20%
• Gearbox 20%
• Performance Test 17%
• Testbed 17%
• Java 15%
• Model 15%
• High Performance 15%
• Sensor 13%
• Fault 13%
• Data-driven 13%
• Architecture 13%
• Necessity 12%
• Requirements 9%
• Testing 8%

Engineering & Materials Science

• Rotating machinery 57%
• Service oriented architecture (SOA) 50%
• Fault detection 43%
• Failure analysis 40%
• Machine learning 34%
• Industrial informatics 28%
• Computer software maintenance 19%
• Condition monitoring 16%
• Application programs 14%
• Information technology 13%
• Engineers 10%
• Testing 8%
• Sensors 8%
• Communication 7%