Dr. Hai-An Zhu is Chief Engineer at Omni Technologies. He previously held senior leadership roles in technology and business across various divisions of General Electric in Asia. Before GE, he served as Chief Engineer at Philips in Singapore and as Manager of the Technology Center at FESTO, Singapore. His academic career includes serving as Lecturer at the Institute of Artificial Intelligence and Robotics of Xi’an Jiaotong University and as Research Scholar at the National University of Singapore.Dr. Zhu holds B.Sc. and M.Sc. degrees from Xi’an Jiaotong University, and a Ph.D. from the National University of Singapore. His expertise focuses on innovative sensing and control techniques for complex dynamic systems, bridging theoretical insights with industrial applications. Throughout his career, Dr. Zhu has received many prestigious awards from governments, professional institutions, and industry clients, recognizing his contributions to scientific innovation and technological advancement with positive societal impact.

• 1. Introduction.- Part I. Perception.- 2. Common Sensors for Power Equipment.- 3. Advanced Sensing and Measuring Techniques.- Part II. Comprehension.- 4. Data Pre-Processing.- 5. System Modeling.- 6. Situation-Aware Power Transformation Equipment.- 7. Situation-Aware Power Transmission & Switching Equipment.- 8. Situation-Aware Rotating Power Equipment.- Part III. Projection.- 9. Health Assessment of Power Transformation Equipment.- 10. Health Assessment of Transmission & Switching Equipment.- 11. Health Assessment of Rotating Power Equipment.- 12. Artificial Intelligence for SAPE.- 13. Digital Twin for SAPE.- 14. Cybersecurity of SAPE.- 15. Concluding Remarks.- Appendixes.- A. Fundamentals of Situational Awareness.- B. ANSI Devices.- C. Omni Insight — A Platform for SA Equipment.

Dr. Hai-An Zhu is Chief Engineer at Omni Technologies. He previously held senior leadership roles in technology and business across various divisions of General Electric in Asia. Before GE, he served as Chief Engineer at Philips in Singapore and as Manager of the Technology Center at FESTO, Singapore. His academic career includes serving as Lecturer at the Institute of Artificial Intelligence and Robotics of Xi’an Jiaotong University and as Research Scholar at the National University of Singapore.Dr. Zhu holds B.Sc. and M.Sc. degrees from Xi’an Jiaotong University, and a Ph.D. from the National University of Singapore. His expertise focuses on innovative sensing and control techniques for complex dynamic systems, bridging theoretical insights with industrial applications. Throughout his career, Dr. Zhu has received many prestigious awards from governments, professional institutions, and industry clients, recognizing his contributions to scientific innovation and technological advancement with positive societal impact.

• 1. Introduction.- Part I. Perception.- 2. Common Sensors for Power Equipment.- 3. Advanced Sensing and Measuring Techniques.- Part II. Comprehension.- 4. Data Pre-Processing.- 5. System Modeling.- 6. Situation-Aware Power Transformation Equipment.- 7. Situation-Aware Power Transmission & Switching Equipment.- 8. Situation-Aware Rotating Power Equipment.- Part III. Projection.- 9. Health Assessment of Power Transformation Equipment.- 10. Health Assessment of Transmission & Switching Equipment.- 11. Health Assessment of Rotating Power Equipment.- 12. Artificial Intelligence for SAPE.- 13. Digital Twin for SAPE.- 14. Cybersecurity of SAPE.- 15. Concluding Remarks.- Appendixes.- A. Fundamentals of Situational Awareness.- B. ANSI Devices.- C. Omni Insight — A Platform for SA Equipment.

Dr. Hai-An Zhu is Chief Engineer at Omni Technologies. He previously held senior leadership roles in technology and business across various divisions of General Electric in Asia. Before GE, he served as Chief Engineer at Philips in Singapore and as Manager of the Technology Center at FESTO, Singapore. His academic career includes serving as Lecturer at the Institute of Artificial Intelligence and Robotics of Xi’an Jiaotong University and as Research Scholar at the National University of Singapore.Dr. Zhu holds B.Sc. and M.Sc. degrees from Xi’an Jiaotong University, and a Ph.D. from the National University of Singapore. His expertise focuses on innovative sensing and control techniques for complex dynamic systems, bridging theoretical insights with industrial applications. Throughout his career, Dr. Zhu has received many prestigious awards from governments, professional institutions, and industry clients, recognizing his contributions to scientific innovation and technological advancement with positive societal impact.

• 1. Introduction.- Part I. Perception.- 2. Common Sensors for Power Equipment.- 3. Advanced Sensing and Measuring Techniques.- Part II. Comprehension.- 4. Data Pre-Processing.- 5. System Modeling.- 6. Situation-Aware Power Transformation Equipment.- 7. Situation-Aware Power Transmission & Switching Equipment.- 8. Situation-Aware Rotating Power Equipment.- Part III. Projection.- 9. Health Assessment of Power Transformation Equipment.- 10. Health Assessment of Transmission & Switching Equipment.- 11. Health Assessment of Rotating Power Equipment.- 12. Artificial Intelligence for SAPE.- 13. Digital Twin for SAPE.- 14. Cybersecurity of SAPE.- 15. Concluding Remarks.- Appendixes.- A. Fundamentals of Situational Awareness.- B. ANSI Devices.- C. Omni Insight — A Platform for SA Equipment.