Publication

Journal Papers

J27. Adaptive Fault Detection for Grid-Forming Inverters

Gabriel Intriago and Yu Zhang
IEEE Access, accepted, Mar. 2024.

J26. Greening Service Capacity in Telecom Supply Chain under Environmental Regulation

Ying Shi, Tianjian Yang, Yu Zhang, and Rong Ma
Sustainability, Mar. 2024.

J25. A Novel Observer-Centric Approach for Detecting Faults in Islanded AC Microgrids with Uncertainties

Gabriel Intriago, Andres Intriago, Charalambos Konstantinou, and Yu Zhang
IEEE Systems Journal, accepted, Feb. 2024.

J24. Load Restoration in Islanded Microgrids: Formulation and Solution Strategies

Shourya Bose and Yu Zhang
IEEE Transactions on Control of Network Systems, accepted, Sept. 2023.

J23. Physics-guided Residual Learning for Probabilistic Power Flow Analysis

Kejun Chen and Yu Zhang
IEEE Access, accepted, Aug. 2023.

J22. MATNilm: Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled Data

Jing Xiong, Tianqi Hong, Dongbo Zhao, and Yu Zhang
IEEE Trans. on Industrial Informatics, accepted, July 2023.

J21. A Unifying Framework of Attention-based Neural Load Forecasting

Jing Xiong and Yu Zhang
IEEE Access, vol. 11, pp. 51606-51616, May 2023.

J20. Real-Time Power System Event Detection: A Novel Instance Selection Approach

Gabriel Intriago and Yu Zhang
IEEE Access, vol. 11, pp. 46765-46781, Feb. 2023.

J19. AI-Based Power Demand Forecasting of California Counties

M.Y. Chen, S. Bose, and Y. Zhang
International Journal of High School Research, vol. 5, no. 1, pp. 46765-46781, Feb. 2023.

J18. Evolutionary game theory-based system dynamics modeling for community solid waste classification in China

Ye Li, Tianjian Yang, and Yu Zhang
Utilities Policy vol. 79, Dec. 2022.

J17. Exploring the Quantity Change Pattern of Environment-Friendly Products in the Sharing Economy

Tianjian Yang, Ye Li, and Yu Zhang
Discrete Dynamics in Nature and Society, vol. 2021, Aug. 2021.

J16. Fault Detection for Covered Conductors With High-Frequency Voltage Signals: From Local Patterns to Global Features

Kunjin Chen, Tomáš Vantuch, Yu Zhang, Jun Hu, Jinliang He
IEEE Trans. on Smart Grid, vol. 12, no. 2, Mar. 2021.

J15. Scale- and Context-Aware Convolutional Non-intrusive Load Monitoring

Kunjin Chen, Yu Zhang, Qin Wang, Jun Hu, Hang Fan, and Jinliang He
IEEE Trans. on Power Systems, vol. 35, no. 3, pp. 2362-2373, May 2020.

J14. Fault Location in Power Distribution Systems via Deep Graph Convolutional Networks

Kunjin Chen, Jun Hu, Yu Zhang, Zhanqing Yu, and Jinliang He
IEEE J. on Selected Areas in Communications, vol. 38, no. 1, pp. 119-131, Jan. 2020.

J13. Dynamic Feedback Analysis of Influencing Factors and Challenges of Dockless Bike-Sharing Sustainability in China

Tianjian Yang, Ye Li, Simin Zhou, and Yu Zhang Sustainability, vol. 11, no. 17, Aug. 2019.

J12. Conic Relaxations for Power System State Estimation with Line Measurements

Yu Zhang, Ramtin Madani, and Javad Lavaei
IEEE Trans. on Control of Network Systems, vol. 5, no. 3, pp. 1193-1205, Sept. 2018.

J11. Weighted Sum-Rate Maximization for MIMO Downlink Systems Powered by Renewables

Shuyan Hu, Yu Zhang, Xin Wang, and Georgios Giannakis
IEEE Trans. on Wireless Communications, vol. 15, no. 8, pp. 5615-5625, Aug. 2016.

J10. Dynamic Energy Management for Smart-Grid Powered Coordinated Multipoint Systems

Xin Wang, Yu Zhang, Tianyi Chen, and Georgios Giannakis
IEEE J. on Selected Areas in Communications, vol. 34, no. 5, pp. 1348–1359, May 2016.

J9. Distributed Stochastic Market Clearing with High-Penetration Wind Power

Yu Zhang and Georgios Giannakis
IEEE Trans. on Power Systems, vol. 31, no. 2, pp. 895–906, Mar. 2016.

J8. Robust Workload and Energy Management for Sustainable Data Centers

Tianyi Chen, Yu Zhang, Xin Wang, and Georgios Giannakis
IEEE J. on Selected Areas in Communications, vol. 34, no. 3, pp. 1–14, Mar. 2016.

J7. Robust Smart-Grid Powered Cooperative Multipoint Systems

Xin Wang, Yu Zhang, Georgios Giannakis, and Shuyan Hu
IEEE Trans. on Wireless Communications, vol. 14, no. 11, pp. 6188-6199, Nov. 2015.

J6. Electricity Market Forecasting via Low-Rank Multi-Kernel Learning

Vassilis Kekatos, Yu Zhang, and Georgios Giannakis
IEEE J. of Selected Topics in Signal Processing, vol. 8, no. 6, pp. 1182-1193, Dec. 2014.

J5. Robust Energy Management for Microgrids With High-Penetration Renewables

Yu Zhang, Nikolaos Gatsis, and Georgios Giannakis
IEEE Trans. on Sustainable Energy, vol. 4, no. 4, pp. 944-953, Oct. 2013.
(#4 on the list of top 50 most frequently accessed articles, Jan 2019)

J4. Distributed Optimal Beamformers for Cognitive Radios Robust to Channel Uncertainties

Yu Zhang, Emiliano Dall'Anese, and Georgios Giannakis
IEEE Trans. on Signal Processing, vol. 60, no. 12, pp. 6495-6508, Dec. 2012.

J3. Efficient Relay Beamforming Design With SIC Detection for Dual-Hop MIMO Relay Networks

Yu Zhang, Hanwen Luo, and Wen Chen
IEEE Trans. on Vehicular Technology, vol. 59, no. 8, pp. 4192-4197, Oct. 2010.

J2. A Relay Scheduling Algorithm in Dual-Hop Wireless Networks

Yu Zhang, Hanwen Luo, and Xiaolin Zhou
Journal of Shanghai Jiao Tong University, vol. 45, no. 3, pp. 331-335, Mar. 2011.

J1. A Utility Function Based Low Complexity User Scheduling Algorithm for Multi-User MIMO Systems

Yu Zhang, Hanwen Luo, Chun Wang, and Feng She
Journal of Shanghai Jiao Tong University, vol. 43, no. 7, pp. 1103-1107, July 2009.

Conference Papers

C32. Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers

S. Bose, Y. Zhang, and K. Kim
the Institute of Industrial and Systems Engineers (IISE) Annual Conference, Montreal, Canada, May 2024.

C31. Privacy-Preserving Load Forecasting via Personalized Model Obfuscation

S. Bose, Y. Zhang, and K. Kim
2024 IEEE PES General Meeting, Seattle, Washington, July 2024.

C30. Power System Quasi-Steady State Estimation: An Echo State Network Approach

G. Intriago, H. Cevallos, and Y. Zhang
55th Annual North American Power Symposium (NAPS), Asheville, NC, Oct. 2023.

C29. Frequency Cyber-Attack Detection in Droop-Controlled Grid Forming Inverters

G. Intriago, R. Intriago, and Y. Zhang
2023 IEEE Power & Energy Society General Meeting (PESGM), 2023.

C28. On LinDistFlow Model Congestion Pricing: Bounding the Changes in Power Tariffs

S. Bose, K Chen, and Y. Zhang
32nd International Symposium on Industrial Electronics (ISIE), 2023.

C27. Unsupervised Deep Learning for AC Optimal Power Flow via Lagrangian Duality

K. Chen, S. Bose, and Y. Zhang
2022 IEEE Global Communications Conference (GLOBECOM), 2022.

C26. Co-optimization of Battery Routing and Load Restoration for Microgrids with Mobile Energy Storage Systems

S. Bose, S. Chowdhury, and Y. Zhang
2022 IEEE Power & Energy Society General Meeting (PESGM), 2022.

C25. Variation-cognizant Probabilistic Power Flow Analysis via Multi-task Learning

K. Chen and Y. Zhang
IEEE PES Innovative Smart Grid Technologies (ISGT), 2022.

C24. Differentially Private Load Restoration for Microgrids with Distributed Energy Storage

S. Bose and Y. Zhang
IEEE PES Innovative Smart Grid Technologies (ISGT), 2022.

C23. Mitigating Greenhouse Gas Emissions Through Generative Adversarial Networks Based Wildfire Prediction

S. Chowdhury, K. Zhu, Y.Zhang
Applied Energy Symposium: MIT A+B, 2021.

C22. Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach

J. Xiong, P. Zhou, A. Chen, and Y. Zhang
2021 IEEE PES General Meeting, 2021.

C21. Online Dictionary Learning Based Fault and Cyber Attack Detection for Power Systems

G. Intriago and Y. Zhang
2021 IEEE PES General Meeting, 2021.

C20. Stochastic Optimal Load Shedding with Heterogeneous Load Zones

Yu Zhang and Scott Moura
2020 IEEE PES Innovative Smart Grid Technologies, Washington DC, Feb. 2020.

C19. Optimal Rotational Load Shedding via Bilinear Integer Programming

Atif Maqsood, Yu Zhang, and Keith Corzine
Asia-Pacific Signal and Information Processing Assoc. Annual Summit and Conf. 2018 (APSIPA ASC), Honolulu, Hawaii, Nov. 2018.

C18. Power System State Estimation with Line Measurements

Yu Zhang, Ramtin Madani, and Javad Lavaei
55th IEEE Conf. on Decision and Control (CDC), Las Vegas, CA, Dec. 2016.

C17. Robust Geographical Load Balancing for Sustainable Data Centers

Tianyi Chen, Yu Zhang, Xin Wang, and Georgios Giannakis
Intl. Conf. on Acoustics, Speech, and Signal Process. (ICASSP), Shanghai, China, Mar. 2016.

C16. Optimal Dynamic Power Management for Green Coordinated Multipoint Systems

Xin Wang, Tianyi Chen, Yu Zhang, and Georgios Giannakis
IEEE Global Communications Conf. (GLOBECOM), San Diego, CA, Dec. 2015.

C15. Big Data Sketching with Model Mismatch

Sundeep Chepuri, Yu Zhang, Geert Leus, and Georgios Giannakis
Asilomar Conf. on Signals, Systems, and Computers (Asilomar), Pacific Grove, CA, Nov. 2015.

C14. Optimal Resource Allocation for Smart-Grid Powered MIMO Broadcast Channels

Shuyan Hu, Xin Wang, Yu Zhang, Georgios Giannakis
7th Intl Conf. on Wireless Commun. and Signal Process. (WCSP), Nanjing, China, Oct. 2015.

C13. Distributed Robust Resource Allocation for Renewable Powered Wireless Cellular Networks

Yu Zhang, Xin Wang, Georgios Giannakis, and Shuyan Hu
BlackSeaCom Conf., Constanta, Romania, May 2015.

C12. Short-Term Wind Power Forecasting using Nonnegative Sparse Coding

Yu Zhang, Seung-Jun Kim, and Georgios Giannakis
49th Conf. on Info. Sci. and Syst. (CISS), Baltimore, MD, Mar. 2015.

C11. Distributed Market Clearing with Wind Generation and Large-Scale Dispatchable Loads

Yu Zhang and Georgios Giannakis
53rd IEEE Conf. on Decision and Control (CDC), Los Angeles, CA, Dec. 2014.

C10. An Efficient Primal-Dual Approach to Chance-Constrained Economic Dispatch

Gabriela Martinez, Yu Zhang, and Georgios Giannakis
North American Power Symp. (NAPS), Pullman, WA, Sept. 2014.

C9. Kernel Selection for Power Market Inference via Block Successive Upper Bound Minimization

Vassilis Kekatos, Yu Zhang, and Georgios Giannakis
Intl. Conf. on Acoustics, Speech, and Signal Process. (ICASSP), Florence, Italy, May 2014.

C8. Efficient Decentralized Economic Dispatch for Microgrids with Wind Power Integration

Yu Zhang and Georgios Giannakis
6th Annual IEEE Green Tech. (GreenTech), Corpus Christi, TX, Apr. 2014.

C7. Disaggregated Bundle Methods for Distributed Market Clearing in Power Networks

Yu Zhang, Nikolaos Gatsis, and Georgios Giannakis
Global Conf. on Signal and Info. Process. (GlobalSIP), Austin, TX, Dec. 2013 (invited).

C6. Robust Optimal Power Flow with Wind Integration using Conditional Value-at-Risk

Yu Zhang and Georgios Giannakis
4th Intl. Conf. on Smart Grid Commun. (SGComm), Vancouver, Canada, Oct. 2013.

C5. Low-Rank Kernel Learning for Electricity Market Inference

Vassilis Kekatos, Yu Zhang, and Georgios Giannakis
Asilomar Conf. on Signals, Systems, and Computers (Asilomar), Pacific Grove, CA, Nov. 2013.

C4. Risk-aware Management of Distributed Energy Resources

Yu Zhang, Nikolaos Gatsis, Vassilis Kekatos, and Georgios Giannakis
18th Intl. Conf. on Digital Signal Process. (DSP), Santorini Island, Greece, July 2013 (invited).

C3. Risk-Constrained Energy Management with Multiple Wind Farms

Yu Zhang, Nikolaos Gatsis, and Georgios Giannakis
4th IEEE-PES on Innovative Smart Grid Tech. (ISGT), Washington, D.C., USA, Feb. 2013.

C2. Robust Distributed Energy Management for Microgrids with Renewables

Yu Zhang, Nikolaos Gatsis, and Georgios Giannakis
3rd Intl. Conf. on Smart Grid Commun. (SGComm), Tainan, Taiwan, Nov. 2012.

C1. Distributed Robust Beamforming for MIMO Cognitive Networks

Yu Zhang, Emiliano Dall'Anese, and Georgios Giannakis
Intl. Conf. on Acoustics, Speech, and Signal Process. (ICASSP), Kyoto, Japan, Mar. 2012.

Technical Reports

R2. Conic Relaxations for Power System State Estimation with Line Measurements

Yu Zhang, Ramtin Madani, Javad Lavaei, Apr. 2017 (extended version of J12).

R1. Robust Energy Management for Microgrids With High-Penetration Renewables

Yu Zhang, Nikolaos Gatsis, and Georgios Giannakis, July 2012 (extended version of J5).

PhD Thesis

Resource Management for Sustainable Power Grids and Wireless Networks: Distributed and Robust Designs

Yu Zhang, ECE Dept., University of Minnesota, July 2015.

Talks

T10. Power System State Estimation with Line Measurements

eCAL Seminar (host by Dr. Scott Moura), UC Berkeley, Sept. 20, 2016.

T9. Power System State Estimation with Line Measurements

MOPTA 2016, Lehigh University, Bethlehem, PA, Aug. 19, 2016.

T8. Electricity Market Inference via Low-Rank Multi-Kernel Learning

2015 INFORMS Annual Meeting, Philadelphia, PA, Nov. 2, 2015.

T7. Robust Resource Management for Sustainable Power Grids and Wireless Communication Networks

ECE Department, Southern Illinois University, IL, Sep. 16, 2015.

T6. Energy Management and Data Analytics for Smart Grids: Modeling, Optimization, and Applications

Foundations of Resilient CybEr-physical Systems (FORCES), UC Berkeley, CA, Apr. 8, 2015.

T5. Bundle Methods for Convex Hull Pricing in Energy Markets

2014 INFORMS Annual Meeting, San Francisco, CA, Nov. 12, 2014.

T4. Real-time Power Dispatch with Renewables using Stochastic ADMM

2014 SIAM Annual Meeting, Chicago, IL, July 11, 2014.

T3. Smart Micro-Grid Energy Management with High-Penetration Renewables

WindLogics Inc., St. Paul, MN, Nov. 26, 2013.

T2. A Stochastic Programming Approach to Power Dispatch with Renewable Energy Sources

2013 INFORMS annual meeting, Minneapolis, MN, Oct. 8, 2013.

T1. Robust and Risk-Constrained Energy Management with High-Penetration Renewables

Honeywell, Minneapolis, MN, Dec. 18, 2012.