Ding Hongyuan (EEE)

Lab Position: Ph.D. Students (2019, Fall)

Email: HONGYUAN001@E.NTU.EDU.SG

Office: S2-B7c-05 Clean Energy Research Lab

Research Topic: Data Driven Home Energy Management System

Brief Biography:

Hongyuan Ding received his B.S. degree in electrical engineering and automation from Zhejiang University, China in 2018, and the M.Sc. degrees in computer control and automation from the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, in 2019. Currently he is with Nanyang Technological University, Singapore, as a research associate, pursuing Ph.D. degree. His research interests include home energy management system, residential level load forecasting, non-intrusive load monitoring.

Education:
2014 - 2018: BSc, School of Electrical Engineering, Zhejiang University, China
2018 - 2019: MEng, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore
2019 - NOW: PhD, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

Publications:

[1] Ding Hongyuan, Benjamin Chew Si Hao, Xu Yan. A Time Series Data Feature Based Back Propagation Neural Network Approach for Non-intrusive Load Monitoring. ICPES 2019.

[2] Benjamin Chew Si Hao, Xu Yan, Ding Hongyuan. Non Intrusive Load Monitoring for Industrial Chiller Plant System - A Long Short Term Memory Approach. ICPES 2019.