Faculty List

Full Name:

Prof. Furong GAO

Chair Professor
PhD, McGill University (1993)

Phone:

(852) 2358 7139

Fax:

(852) 2358 0054

E-mail:

kefgao@ust.hk

Research Area

Process monitoring, control and optimization; Injection Molding

Research Interests

Process modeling, control and monitoring; polymer processing.

Current Research Activities

Process modeling, control and monitoring; polymer processing.

Recent Publications

Tang, Xiaopeng; Zou, C.; Yao, Ke; Chen, Guohua; Liu, Boyang; He, Z.; Gao, Furong "A fast estimation algorithm for lithium-ion battery state of health", Journal of Power Sources, v. 369, August 2018, p. 453-458 (2018)

 

Qin, Yan; Zhao, Chunhui; Gao, Furong "An Intelligent Non-optimality Self-recovery Method Based on Reinforcement Learning With Small Data in Big Data Era", Chemometrics and Intelligent Laboratory Systems, v. 176, May 2018, p. 89-100 (2018)

 

Zhang, Ridong; Lv, Qiang; Tao, Jili; Gao, Furong "Data Driven Modeling Using an Optimal Principle Component Analysis Based Neural Network and Its Application to a Nonlinear Coke Furnace", Industrial and Engineering Chemistry Research, v. 57, (18), May 2018, p. 6344-6352 (2018)

 

Wang, Limin; Liu, Bing; Yu, Jingxian; Li, Ping; Zhang, Ridong; Gao, Furong "Delay-Range-Dependent-Based Hybrid Iterative Learning Fault-Tolerant Guaranteed Cost Control for Multiphase Batch Processes", Industrial and Engineering Chemistry Research, v.57, (8), February 2018, p. 2932-2944 (2018)

 

Liu, Yan; Wang, Xiaojun; Wang, Fuli; Gao, Furong "Gaussian Process Regression and Bayesian Inference Based Operating Performance Assessment for Multiphase Batch Processes", INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, v. 57, (21), May 2018, p. 7232-7244 (2018)

 

Wang, Limin; Shen, Yiteng; Li, Bingyun; Yu, Jingxian; Zhang, Ridong; Gao, Furong "Hybrid Iterative Learning Fault-tolerant Guaranteed Cost Control Design for Multi-phase Batch Processes", CANADIAN JOURNAL OF CHEMICAL ENGINEERING, v.96, (2), February 2018, p. 521-530 (2018)

 

Liu, Yan; Ma, R.; Wang, F.; Chang, Y.; Gao, Furong "Inner-phase and inter-phase analysis based operating performance assessment and nonoptimal cause identification for multiphase batch processes", Chemical Engineering Research and Design, v. 134, June 2018, p. 292-308 (2018)

 

Li, Wenqing; Zhao, Chunhui; Gao, Furong "Linearity Evaluation and Variable Subset Partition Based Hierarchical Process Modeling and Monitoring", IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, v. 65, (3), March 2018, article number 8017442, p. 2683-2692 (2018)

 

Tang, Xiaopeng; Yao, Ke; Liu, Boyang; Hu, Wengui; Gao, Furong "Long-term battery voltage, power, and surface temperature prediction using a model-based extreme learning machine", Energies, v. 11, (1), Jan 2018, article number 86 (2018)

 

Luo, L.; Yao, Y.; Gao, Furong; Zhao, C. "Mixed-effects Gaussian Process Modeling Approach With Application in Injection Molding Processes", Journal of Process Control, v. 62, February 2018, p. 37-43 (2018)

 

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Student Name: Fangxuanzi CHEN
Program: Master Candidate in Chemical and Biomolecular Engineering
Abstract Title: Parameter Optimisation model on Mold Clamping Stage

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Student Name: Boyang LIU
Program: Doctor Candidate in Chemical and Biomolecular Engineering (Energy Technology Concentration)
Abstract Title: Online estimation of battery pack state variables

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Student Name: Hongyi QU
Program: Doctor Candidate in Chemical and Biomolecular Engineering
Abstract Title: Process control and optimization: from single agent to multi-agent cooperation for performances enhancement

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Student Name: Xiaopeng TANG
Program: Doctor Candidate in Chemical and Biomolecular Engineering
Abstract Title: Battery Management System (BMS): State Estimation and Fault Diagnosis

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