Publications

  • Journal Papers

Journal
1. C. Yao, S. Chen and Z. Yang, Joint Routing and Charging Problem of Multiple Electric Vehicles: A Fast Optimization Algorithm, IEEE Trans. Intelligent Transportation Systems, accepted;
2. Z. Guo, P. Pinson, S. Chen, Q. Yang and Z. Yang, Online Optimization for Real-Time Peer-to-Peer Electricity Market Mechanisms, IEEE Trans. Smart Grid, accepted;
3. W. Liu, S. Chen, Y. Hou and Z. Yang, Optimal Reserve Management of Electric Vehicle Aggregator: Discrete Bilevel Optimization Model and Exact Algorithm, IEEE Trans. Smart Grid, accepted;
4. T.M. Alabi, L. Lu and Z. Yang, Stochastic optimal planning scheme of a zero-carbon multi-energy system (ZC-MES) considering the uncertainties of individual energy demand and renewable resources: an integrated chance-constrained and decomposition algorithm (CC-DA) approach, Energy, accepted;
5. T. Alabi, L. Lu and Z. Yang, A novel multi-objective stochastic risk co-optimization model of a zero-carbon multi-energy system (ZCMES) incorporating energy storage aging model and integrated demand response, Energy, accepted;
6. J. Sun, T. Chen, G. Giannakis, Q. Yang, and Z. Yang, Lazily aggregated quantized gradient innovation for communication-efficient federated learning, IEEE Trans. Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2020.3033286, early access;
7. J. Sun, S. Chen, G. Giannakis, Q. Yang, and Z. Yang, Cross service providers workload balancing for data centers in deregulated electricity markets, IEEE Trans. Control of Network Systems, in press;
8. J. Sun, Q. Yang, and Z. Yang, Probability Based Online Algorithm for Switch Operation of Energy Efficient Data Center, IEEE Trans. Cloud Computing, DOI: 10.1109/TCC.2019.2931961, early access;
9. Z. Guo, P. Pinson, S. Chen, Q. Yang and Z. Yang, Chance-Constrained Peer-to-Peer Joint Energy and Reserve Market Considering Renewable Generation Uncertainty, IEEE Trans. Smart Grid, vol. 12, no. 1, 798-809, 2021;
10. J. Sun, M. Chen, H. Liu, Q. Yang, and Z. Yang, Workload transfer strategy of urban neighboring data centers with market power in local electricity market, IEEE Trans. Smart Grid, vol. 11, no. 4, 3083-3094, 2020;
11. J. Jin, Y. Xu and Z. Yang, Optimal Deadline Scheduling for Electric Vehicle Charging with Energy Storage and Random Supply, Automatica, vol. 119, 109096, 2020;
12. T. Alabi, L. Lu, Z. Yang and Y. Zhou, A Novel Optimal Configuration Model for a Zero-Carbon Multi-Energy System (ZC-MES) Integrated with Financial Constraints, Sustainable Energy, Grids and Networks, vol 23, 100381, 2020;
13. S. Chen, Z. Guo, Z. Yang, J. Xu, and R. Cheng, A Game Theoretic Approach to Phase Balancing by Plug-in Electric Vehicles in the Smart Grid, IEEE Trans. Power Systems, vol. 35, no. 3, 2232-2244, 2020;
14. Z. Guo, S. Chen, H. Liu, Q. Yang, and Z. Yang, A Fast Algorithm for Optimal Power Scheduling of Large-Scale Appliances with Temporally-Spatially Coupled Constraints, IEEE Trans. Smart Grid, vol. 11, no. 2, 1136-1146, 2020;
15. H. Ma, W. Yan, Z. Yang and H. Liu, Real-time Foot-Ground Contact Detection for Inertial Motion Capture based on an Adaptive Weighted Naive Bayes Model, IEEE Access, vol. 7, 130312-130326, 2019;
16. Z. Yang, T. Guo, P. You, Y. Hou and J. Qin, Distributed Approach for Temporal-Spatial Charging Coordination of Plug-in Electric Taxi Fleet, IEEE Trans. Industrial Informatics, vol. 15, no. 6, 3185-3195, 2019;
17. P. You, S. Low, T. Wayes, G. Geng, C. Yuen, Z. Yang and Y. Sun, Scheduling of EV Battery Swapping, I: Centralized Solution, IEEE Trans. Control of Network Systems, vol. 5, no. 4, 1887-1897, 2018;
18. P. You, S. Low, Z. Yang, R. Deng, G. Giannakis and Y. Sun, Scheduling of EV Battery Swapping, II: Distributed Solutions, IEEE Trans. Control of Network Systems, vol. 5, no. 4, 1920-1930, 2018;
19. Y. Xu, Z. Yang, J. Zhang, Z. Fei and W. Liu, Real-time compressive sensing based control of multi-area power system, IEEE Trans. Smart Grid, vol. 9, no. 5, 4293-4302, 2018;
20. B. Chai, S. Ahipasaoglu, S. Huang, C. Yuen, and Z. Yang. Optimal Meeting Scheduling in Smart Commercial Building for Energy Cost Reduction, IEEE Trans. Smart Grid, vol. 9, no. 4, 3060-3069, 2018;
21. X. Shi, G. Mao, Z. Yang and J. Chen, MLE-based Localization and Performance Analysis in Probabilistic LOS/NLOS Environment, Neural Computing, vol. 270, 101-109, 2017;
22. X. Shi, G. Mao, B. Anderson, Z. Yang and J. Chen, Robust Localization Using Range Measurements with Unknown and Bounded Errors, IEEE Trans. Wireless Communications, vol. 16, no. 6, 4065-4078, 2017;
23. X. Shi, Y. Chew, C. Yuen and Z. Yang, A Novel Mobile Target Localization Algorithm via HMM-based Channel Sight Condition Identification, Peer-to-Peer Networking and Applications, vol. 10, no. 3, 808-822, 2017;
24. J. Yang, Y. Xu and Z. Yang. Regulating Collective Charging Load of Electric Taxi Fleet via Real Time Pricing, IEEE Trans. Power Systems, vol. 32, no. 5, 3694-3703, 2017;
25. Y. Xu, Z. Yang, W. Gu, M. Li, and Z. Deng, Robust Real-time Distributed Optimal Control Based Energy Management in a Smart Grid, IEEE Trans. Smart Grid, vol.8, no. 4, 1568-1579, 2017;
26. X. Shi, B. Anderson, G. Mao, Z. Yang, J. Chen and Z. Lin, Robust Localization Using Time Difference of Arrivals, IEEE Signal Processing Letters, vol. 23, no. 10, 1320-1324, 2016;
27. B. Chai, Z. Yang, K. Gao and T. Zhao Iterative Learning for Optimal Residential Load Scheduling in Smart Grid, Ad Hoc Networks, vol. 41, May, 99-111, 2016;
28. P. You, S. Low and Z. Yang, Optimal Charging Schedule for a Battery Switching Station Serving Electric Buses, IEEE Trans. Power Systems, vol. 31, no. 5, 3473-3483, 2016;
29. W. Tushar, C. Yuen, B. Chai, S. Huang, K. Wood, S. Kerk, and Z. Yang, Smart Grid Testbed for Demand Focused Energy Management in End User Environments, IEEE Wireless Communications, vol. 23, no. 6, 70-80, 2016;
30. P. You, Z. Yang, M. Chow and Y. Sun, Optimal Cooperative Charging Strategy for a Smart Charging Station of Electric Vehicles, IEEE Trans. Power Systems, vol. 31, no. 4, 2946-2956, 2016;
31. W. Tushar, B. Chai, C. Yuen, S. Huang, D. Smith, V. Poor and Z. Yang, Energy Storage Sharing in Smart Grid: A Modified Auction Based Approach, IEEE Trans. Smart Grid, vol. 7, no. 3, 1462-1475, 2016;
32. Z. Yang, R. Wu, J. Yang, Y. Long and P. You, Economical Operation of Microgrid with Various Devices via Distributed Optimization, IEEE Trans. Smart Grid, vol. 7, no. 2, 857-867, 2016;

Conference
1. J. Sun,T. Chen,G.B.Giannakis and Z. Yang, Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients, NIPS (Conference and Workshop on Neural Information Processing Systems), 2020;
2. Z.Guo, S. Chen, H. Liu, Q. Yang and Z. Yang. A fast algorithm for optimal power scheduling of large-scale appliances with temporally-spatially coupled constraints, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), pp. 1–6, Oct 2018;
3. J. Sun, Z. Yang, Z.Guo and Q. Yang, Long Term Operational Optimization of Data Center Network Under Uncertainty, IEEE 14th International Conference on Control and Automation (ICCA), Anchorage, AK, USA, 2018, pp. 522-527, 2018;
4. X. Liu, P. You, Z. Yang, and Q. Yang, Bilaterally Open Electricity Markets with High Penetration of Renewables, IEEE 14th International Conference on Control and Automation (ICCA), Anchorage, AK, USA, 2018, pp. 908-913, 2018;
5. T. Guo and Z. Yang, Recommendation of geo-distributed charging stations for EVs: a game theoretical approach, Proc. of 2017 IEEE Power and Energy Society General Meeting, Chicago, USA, 2017;
6. J. Sun and Z. Yang, A Scalable smooth graph learning method based on Bernoulli-Gaussian Model, IEEE GlobalSIP, Washington, USA, 2016;
7. X. Shi, G. Mao, Z. Yang and J. Chen, Localization Algorithm Design and Performance Analysis in Probabilistic LOS/NLOS Environment, IEEE ICC, London, England, 2016;
8. P. You, S. Low, Z. Yang, Y. Zhang and L. Fu, Real-Time Recommendation Algorithm of Battery Swapping Stations for Electric Taxies. IEEE PES General Meeting, Boston, USA, 2016;

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