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Qing-Shan Jia

Qing-Shan Jia

D-Index & Metrics

Computer Science

D-Index
37
Citations
6244
World Ranking
10699
National Ranking
1314

Overview

Qing-Shan Jia is affiliated with Tsinghua University in China and has a significant research presence in the fields of Engineering and Computer Science. Their work primarily focuses on Electrical and Electronic Engineering, Artificial Intelligence, Automotive Engineering, Control and Systems Engineering, and Computer Networks and Communications.

The scientist's research topics encompass several applied and theoretical areas. These include:

  • Electric Vehicles and Infrastructure
  • Advanced Battery Technologies Research
  • Reinforcement Learning in Robotics
  • Smart Grid Energy Management
  • Fault Detection and Control Systems
  • Machine Learning and Extreme Learning Machines (ELM)
  • Advanced Control Systems Optimization

Qing-Shan Jia has contributed to many scholarly articles published in various respected venues. Frequent publication outlets include:

  • arXiv (Cornell University)
  • IEEE Transactions on Automation Science and Engineering
  • IFAC-PapersOnLine
  • SSRN Electronic Journal
  • Annual Reviews in Control

Among the recent papers associated with the scientist, several notable works include:

  • Artificial neural networks for water quality soft-sensing in wastewater treatment: a review, 2021, Artificial Intelligence Review
  • Deep Learning-Based Model Predictive Control for Continuous Stirred-Tank Reactor System, 2020, IEEE Transactions on Neural Networks and Learning Systems
  • Efficient Real-Time EV Charging Scheduling via Ordinal Optimization, 2021, IEEE Transactions on Smart Grid
  • Event-Driven Model Predictive Control With Deep Learning for Wastewater Treatment Process, 2022, IEEE Transactions on Industrial Informatics
  • Soft-sensing of Wastewater Treatment Process via Deep Belief Network with Event-triggered Learning, 2021, Neurocomputing

The list of frequent coauthors highlights collaborations mainly with:

  • Xiaohong Guan
  • Teng Long
  • Jing Bi
  • Junfei Qiao
  • Gongming Wang

Best Publications

  • Energy-Efficient Buildings Facilitated by Microgrid

    Xiaohong Guan;Zhanbo Xu;Qing-Shan Jia

  • Event-Based Sensor Data Scheduling: Trade-Off Between Communication Rate and Estimation Quality

    Junfeng Wu;Qing-Shan Jia;K. H. Johansson;Ling Shi

  • Ordinal Optimization: Soft Optimization for Hard Problems

    Yu-Chi Ho;Qian-Chuan Zhao;Qing-Shan Jia

  • Building Energy Management: Integrated Control of Active and Passive Heating, Cooling, Lighting, Shading, and Ventilation Systems

    Biao Sun;P. B. Luh;Qing-Shan Jia;Ziyan Jiang

  • Performance Analysis and Comparison on Energy Storage Devices for Smart Building Energy Management

    Zhanbo Xu;Xiaohong Guan;Qing-Shan Jia;Jiang Wu

  • Artificial neural networks for water quality soft-sensing in wastewater treatment: a review

    Gongming Wang;Qing Shan Jia;Meng Chu Zhou;Jing Bi

  • Simulation optimization in the era of Industrial 4.0 and the Industrial Internet

    Jie Xu;Edward Huang;Liam Y. Hsieh;Loo Hay Lee

  • Matching EV Charging Load With Uncertain Wind: A Simulation-Based Policy Improvement Approach

    Qilong Huang;Qing-Shan Jia;Zhifeng Qiu;Xiaohong Guan

  • Distributed Coordination of EV Charging with Renewable Energy in a Microgrid of Buildings

    Yu Yang;Qing-Shan Jia;Geert Deconinck;Xiaohong Guan

  • Building Energy Doctors: An SPC and Kalman Filter-Based Method for System-Level Fault Detection in HVAC Systems

    Biao Sun;Peter B. Luh;Qing-Shan Jia;Zheng O'Neill

  • Deep Learning-Based Model Predictive Control for Continuous Stirred-Tank Reactor System

    Gongming Wang;Qing-Shan Jia;Junfei Qiao;Jing Bi

  • Method and system for evaluating building fire situation and instructing evacuation

    Lifeng Qiao;Hui Zhang;Rui Yang;Yanyan Chu

  • Decentralized EV-Based Charging Optimization With Building Integrated Wind Energy

    Yu Yang;Qing-Shan Jia;Xiaohong Guan;Xuan Zhang

  • Robust Scheduling of EV Charging Load With Uncertain Wind Power Integration

    Qilong Huang;Qing-Shan Jia;Xiaohong Guan

  • Optimal Control of Multiroom HVAC System: An Event-Based Approach

    Zijian Wu;Qing-Shan Jia;Xiaohong Guan

  • A Multi-Timescale and Bilevel Coordination Approach for Matching Uncertain Wind Supply With EV Charging Demand

    Qilong Huang;Qing-Shan Jia;Xiaohong Guan

  • An RFID indoor positioning system by using weighted path loss and extreme learning machine

    Han Zou;Hengtao Wang;Lihua Xie;Qing-Shan Jia

  • An Indoor Localization Algorithm for Lighting Control using RFID

    Zi-Ning Zhen;Qing-Shan Jia;Chen Song;Xiaohong Guan

  • Efficient Real-Time EV Charging Scheduling via Ordinal Optimization

    Teng Long;Qing-Shan Jia;Gongming Wang;Yu Yang

  • Energy efficient buildings facilitated by micro grid

    Xiaohong Guan;Zhanbo Xu;Qingshan Jia

  • Platform and Algorithm Development for a RFID-Based Indoor Positioning System

    Han Zou;Lihua Xie;Qing-Shan Jia;Hengtao Wang

Frequent Co-Authors

Xiaohong Guan
Xiaohong Guan Xi'an Jiaotong University
Qianchuan Zhao
Qianchuan Zhao Tsinghua University
Yu-Chi Ho
Yu-Chi Ho Harvard University
Ling Shi
Ling Shi Hong Kong University of Science and Technology
Chun-Hung Chen
Chun-Hung Chen George Mason University
Peter B. Luh
Peter B. Luh University of Connecticut
Junfei Qiao
Junfei Qiao Beijing University of Technology
Lihua Xie
Lihua Xie Nanyang Technological University
Karl Henrik Johansson
Karl Henrik Johansson Royal Institute of Technology
Han Zou
Han Zou University of California, Berkeley

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