Hao Ren

A new energy consumption prediction method for chillers based on GraphSAGE by combining empirical knowledge and operating data

Zhiwen Chen, Qiao Deng, Hao Ren et al. · Applied Energy · 2022 · 59 citations

Energy Consumption, Energy Modeling, Empirical Knowledge +14

A novel adaptive fault detection methodology for complex system using deep belief networks and multiple models: A case study on cryogenic propellant loading system

Hao Ren, Yi Chai, Jianfeng Qu et al. · Neurocomputing · 2017 · 53 citations

Artificial Intelligence, Fault Diagnosis, Reliability Engineering +11

Prediction of early stabilization time of electrolytic capacitor based on ARIMA-Bi_LSTM hybrid model

Zeping Wang, Jianfeng Qu, Xiaoyu Fang et al. · Neurocomputing · 2020 · 32 citations

Electrical Engineering, Engineering, Early Stabilization Time +3

An algorithm for sensor fault diagnosis with EEMD-SVM

Junjie Ji, Jianfeng Qu, Yi Chai et al. · Transactions of the Institute of Measurement and Control · 2017 · 29 citations

Fault Diagnosis, Carbon Dioxide Sensor, Engineering +16

An Industrial Multilevel Knowledge Graph-Based Local–Global Monitoring for Plant-Wide Processes

Hao Ren, Zhiwen Chen, Zhaohui Jiang et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 26 citations

Fault Diagnosis, Engineering, Industrial Engineering +27