Research Interests

My research interests lies incorporating big data analytics in Cyber-Physical Systems from data collection, communication, computation and control in data driven applications in Smart Connected Communities. Particularly, I studied the smart energy systems from streaming data collection to data analytics, system modeling, control, application design and deployment in different scenarios. I also work in other data problems in cyber-physical system such as data privacy leakage and protection, networking for data transmission over large-scale Internet of Things devices.


Publications

Selected Conference Publications

  • Distributed Real-Time Multimodal Data Forwarding in Unmanned Aerial Systems [PDF]
    Zhichuan Huang and Ting Zhu
    SECON 2017.
  • EMF: Embedding Multiple Flows of Information in Existing Traffic for Concurrent Communication among Heterogeneous IoT Devices [PDF]
    Zicheng Chi, Zhichuan Huang, Yao Yao, Tiantian Xie, Hongyu Sun and Ting Zhu
    INFOCOM 2017.
  • Real-Time Data and Energy Management for Microgrids [PDF]
    Zhichuan Huang and Ting Zhu
    RTSS 2016.
  • Leveraging Multi-Granularity Energy Data for Accurate Energy Demand Forecast in Smart Grids [PDF]
    Zhichuan Huang and Ting Zhu
    IEEE BigData 2016.
  • Application-Driven Sensing Data Reconstruction and Selection Based on Correlation Mining and Dynamic Feedback [PDF]
    Zhichuan Huang, Tiantian Xie, Ting Zhu, Jianwu Wang, and Qingquan Zhang
    IEEE BigData 2016.
  • Accurate Power Quality Monitoring in Microgrids [PDF]
    Zhichuan Huang, Ting Zhu, Haoyang Lu, and Wei Gao
    IPSN 2016.
  • Shepherd: Sharing Energy for Privacy Preserving in Hybrid AC-DC Microgrids [PDF]
    Zhichuan Huang, Ting Zhu, Yu Gu, and Yanhua Li
    Proceedings of ACM International Conference on Future Energy Systems (ACM e-Energy) 2016.
  • Exploring Power-Voltage Relationship for Distributed Peak Demand Flattening in Microgrids [PDF]
    Zhichuan Huang, David Corrigan, Ting Zhu, Hongyao Luo, Xiaoxiong Zhan, Yu Gu
    ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 2015.
  • Gathering Large-scale Energy Consumption Data Based on Consumption Patterns [PDF]
    Zhichuan Huang, Hongyao Luo, David Skoda, Ting Zhu and Yu Gu
    IEEE BigData 2014.
  • Minimizing Electricity Costs by Sharing Energy in Sustainable Microgrids [PDF]
    Zhichuan Huang, Jikui Su, Ting Zhu, Ankur Sharma, Ameya Ambegaonkar, Yu Gu, David Irwin, Aditya Mishra, and Prashant Shenoy
    Proceedings of ACM International Conference on Embedded Systems for Energy-Efficient Buildings (BuildSys 2014). (Best paper runner-up)
  • Sharing Renewable Energy in Smart Microgrids, [PDF]
    Ting Zhu, Zhichuan Huang, Ankur Sharma, Jikui Su, David Irwin, Aditya Mishra,DanielMenasche, Prashant Shenoy
    ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 2013.

Selected Journal Publications

  • Minimizing Transmission Loss in Smart Micrgrids by Sharing Renewable Energy [PDF]
    Zhichuan Huang, Ting Zhu, David Irwin, Aditya Mishra, Daniel Menasche and Prashant Shenoy
    ACM Transactions on Cyber-Physical Systems, 1(2), 2017.
  • A Survey on Spectrum Utilization in Wireless Sensor Networks [PDF]
    Hongyao Luo, Zhichuan Huang, and Ting Zhu
    Journal of Sensors, 2015.
  • The Rich Get Richer: Preferential Attachment in the Task Allocation of Cooperative Networked Multiagent Systems with Resource Caching [PDF]
    Yichuan Jiang and Zhichuan Huang
    IEEE Transactions on Systems, Man, and Cybernetics-Part A, 42(5), 1040-1052, 2012.