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
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Zhichuan Huang and Ting Zhu
SECON 2017. - EMF: Embedding Multiple Flows of Information in Existing Traffic for Concurrent Communication among Heterogeneous IoT Devices
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Zicheng Chi, Zhichuan Huang, Yao Yao, Tiantian Xie, Hongyu Sun and Ting Zhu
INFOCOM 2017. - Real-Time Data and Energy Management for Microgrids
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Zhichuan Huang and Ting Zhu
RTSS 2016. - Leveraging Multi-Granularity Energy Data for Accurate Energy Demand Forecast in Smart Grids
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Zhichuan Huang and Ting Zhu
IEEE BigData 2016. - Application-Driven Sensing Data Reconstruction and Selection Based on Correlation Mining and Dynamic Feedback
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Zhichuan Huang, Tiantian Xie, Ting Zhu, Jianwu Wang, and Qingquan Zhang
IEEE BigData 2016. - Accurate Power Quality Monitoring in Microgrids
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Zhichuan Huang, Ting Zhu, Haoyang Lu, and Wei Gao
IPSN 2016. - Shepherd: Sharing Energy for Privacy Preserving in Hybrid AC-DC Microgrids
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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
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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
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Zhichuan Huang, Hongyao Luo, David Skoda, Ting Zhu and Yu Gu
IEEE BigData 2014. - Minimizing Electricity Costs by Sharing Energy in Sustainable Microgrids
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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,
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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
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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
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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
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Yichuan Jiang and Zhichuan Huang
IEEE Transactions on Systems, Man, and Cybernetics-Part A, 42(5), 1040-1052, 2012.