Hao Zhu

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 42

Top Topics

Reinforcement Learning

Distribution Network

Electric Vehicle Charging

Top Venues

IEEE Trans. Smart Grid

Publications

Shaohui Liu, Hao Zhu, Vassilis Kekatos
Data-driven Forced Oscillation Localization using Inferred Impulse Responses. CoRR (2023)
Yuqi Zhou, Kaarthik Sundar, Deepjyoti Deka, Hao Zhu
Optimal Power System Topology Control Under Uncertain Wildfire Risk. CoRR (2023)
Lintao Ye, Hao Zhu, Vijay Gupta
On the Sample Complexity of Decentralized Linear Quadratic Regulator With Partially Nested Information Structure. IEEE Trans. Autom. Control. 68 (8) (2023)
Kyung-bin Kwon, Sayak Mukherjee, Hao Zhu, Thanh Long Vu
Reinforcement Learning-based Output Structured Feedback for Distributed Multi-Area Power System Frequency Control. ACC (2023)
Kyung-bin Kwon, Sayak Mukherjee, Thanh Long Vu, Hao Zhu
Risk-Constrained Reinforcement Learning for Inverter-Dominated Power System Controls. IEEE Control. Syst. Lett. 7 (2023)
Shaohui Liu, Hao Zhu, Vassilis Kekatos
Dynamic Response Recovery Using Ambient Synchrophasor Data: A Synthetic Texas Interconnection Case Study. HICSS (2023)
Kyung-bin Kwon, Hao Zhu
Efficient Representation for Electric Vehicle Charging Station Operations using Reinforcement Learning. HICSS (2022)
Young-Ho Cho, Shaohui Liu, Duehee Lee, Hao Zhu
Wind Power Scenario Generation Using Graph Convolutional Generative Adversarial Network. CoRR (2022)
Kyung-bin Kwon, Hao Zhu
Reinforcement Learning-Based Optimal Battery Control Under Cycle-Based Degradation Cost. IEEE Trans. Smart Grid 13 (6) (2022)
Shaohui Liu, Hao Zhu, Vassilis Kekatos
Dynamic Response Recovery Using Ambient Synchrophasor Data: A Synthetic Texas Interconnection Case Study. CoRR (2022)
Shaohui Liu, Chengyang Wu, Hao Zhu
Topology-aware Graph Neural Networks for Learning Feasible and Adaptive ac-OPF Solutions. CoRR (2022)
Shaohui Liu, Chengyang Wu, Hao Zhu
Graph Neural Networks for Learning Real-Time Prices in Electricity Market. CoRR (2021)
Shanny Lin, Hao Zhu
Enhancing the Spatio-temporal Observability of Grid-Edge Resources in Distribution Grids. CoRR (2021)
Shaohui Liu, Hao Zhu, Vassilis Kekatos
A Dynamic Response Recovery Framework Using Ambient Synchrophasor Data. CoRR (2021)
Shanny Lin, Hao Zhu
Enhancing the Spatio-Temporal Observability of Grid-Edge Resources in Distribution Grids. IEEE Trans. Smart Grid 12 (6) (2021)
Shanny Lin, Shaohui Liu, Hao Zhu
Risk-Aware Learning for Scalable Voltage Optimization in Distribution Grids. CoRR (2021)
Shanny Lin, Hao Zhu
Data-driven Modeling for Distribution Grids Under Partial Observability. CoRR (2021)
Shanny Lin, Hao Zhu
Enhancing the Spatio-Temporal Observability of Residential Loads. HICSS (2020)
Jianhan Song, Emiliano Dall'Anese, Andrea Simonetto, Hao Zhu
Dynamic Distribution State Estimation Using Synchrophasor Data. IEEE Trans. Smart Grid 11 (1) (2020)
Kaiqing Zhang, Alec Koppel, Hao Zhu, Tamer Basar
Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies. SIAM J. Control. Optim. 58 (6) (2020)
Gang Wang, Hao Zhu, Georgios B. Giannakis, Jian Sun
Robust Power System State Estimation From Rank-One Measurements. IEEE Trans. Control. Netw. Syst. 6 (4) (2019)
Hao Jan Liu, Wei Shi, Hao Zhu
Hybrid Voltage Control in Distribution Networks Under Limited Communication Rates. IEEE Trans. Smart Grid 10 (3) (2019)
Kaiqing Zhang, Alec Koppel, Hao Zhu, Tamer Basar
Policy Search in Infinite-Horizon Discounted Reinforcement Learning: Advances through Connections to Non-Convex Optimization : Invited Presentation. CISS (2019)
Mohammadhafez Bazrafshan, Hao Zhu, Amin Khodaei, Nikolaos Gatsis
Online Demand Response of Voltage-Dependent Loads for Corrective Grid De-Congestion. SmartGridComm (2019)
Lin-Yu Lu, Hao Jan Liu, Hao Zhu, Chia-Chi Chu
Intrusion Detection in Distributed Frequency Control of Isolated Microgrids. IEEE Trans. Smart Grid 10 (6) (2019)
Chaitra Niddodi, Shanny Lin, Sibin Mohan, Hao Zhu
Secure Integration of Electric Vehicles with the Power Grid. SmartGridComm (2019)
Kaiqing Zhang, Alec Koppel, Hao Zhu, Tamer Basar
Convergence and Iteration Complexity of Policy Gradient Method for Infinite-horizon Reinforcement Learning. CDC (2019)
Kaiqing Zhang, Alec Koppel, Hao Zhu, Tamer Basar
Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies. CoRR (2019)
Shanny Lin, Hao Zhu
Enhancing the Spatio-Temporal Observability of Residential Loads. CoRR (2019)
Chaitra Niddodi, Shanny Lin, Sibin Mohan, Hao Zhu
Secure Integration of Electric Vehicles with the Power Grid. CoRR (2019)
Alec Koppel, Kaiqing Zhang, Hao Zhu, Tamer Basar
Projected Stochastic Primal-Dual Method for Constrained Online Learning With Kernels. IEEE Trans. Signal Process. 67 (10) (2019)
Kaiqing Zhang, Wei Shi, Hao Zhu, Tamer Basar
Distributed Equilibrium-Learning for Power Network Voltage Control With a Locally Connected Communication Network. ACC (2018)
Kaiqing Zhang, Wei Shi, Hao Zhu, Emiliano Dall'Anese, Tamer Basar
Dynamic Power Distribution System Management With a Locally Connected Communication Network. CoRR (2018)
Kaiqing Zhang, Wei Shi, Hao Zhu, Emiliano Dall'Anese, Tamer Basar
Dynamic Power Distribution System Management With a Locally Connected Communication Network. IEEE J. Sel. Top. Signal Process. 12 (4) (2018)
Kaiqing Zhang, Hao Zhu, Tamer Basar, Alec Koppel
Projected Stochastic Primal-Dual Method for Constrained Online Learning with Kernels. CDC (2018)
Kaiqing Zhang, Wei Shi, Hao Zhu, Tamer Basar
Distributed Equilibrium-Learning for Power Network Voltage Control With a Locally Connected Communication Network. CoRR (2018)
Hao Jan Liu, Wei Shi, Hao Zhu
Distributed Voltage Control in Distribution Networks: Online and Robust Implementations. IEEE Trans. Smart Grid 9 (6) (2018)
Vassilis Kekatos, Gang Wang, Hao Zhu, Georgios B. Giannakis
PSSE Redux: Convex Relaxation, Decentralized, Robust, and Dynamic Approaches. CoRR (2017)
Hao Jan Liu, Wei Shi, Hao Zhu
Decentralized Dynamic Optimization for Power Network Voltage Control. IEEE Trans. Signal Inf. Process. over Networks 3 (3) (2017)
Hao Jan Liu, Wei Shi, Hao Zhu
Dynamic decentralized voltage control for power distribution networks. SSP (2016)
Hao Jan Liu, Wei Shi, Hao Zhu
Decentralized Dynamic Optimization for Power Network Voltage Control. CoRR (2016)
Georgios B. Giannakis, Qing Ling, Gonzalo Mateos, Ioannis D. Schizas, Hao Zhu
Decentralized learning for wireless communications and networking. CoRR (2015)
Hao Jan Liu, Richard Macwan, Nicholas Alexander, Hao Zhu
A methodology to analyze conservation voltage reduction performance using field test data. SmartGridComm (2014)
Hao Zhu, Georgios B. Giannakis
Power System Nonlinear State Estimation Using Distributed Semidefinite Programming. IEEE J. Sel. Top. Signal Process. 8 (6) (2014)
Georgios B. Giannakis, Vassilis Kekatos, Nikolaos Gatsis, Seung-Jun Kim, Hao Zhu, Bruce F. Wollenberg
Monitoring and Optimization for Power Grids: A Signal Processing Perspective. IEEE Signal Process. Mag. 30 (5) (2013)
Emiliano Dall'Anese, Hao Zhu, Georgios B. Giannakis
Distributed Optimal Power Flow for Smart Microgrids. IEEE Trans. Smart Grid 4 (3) (2013)
Hao Zhu, Georgios B. Giannakis
Robust Power System State Estimation for the Nonlinear AC Flow Model CoRR (2012)
Emiliano Dall'Anese, Hao Zhu, Georgios B. Giannakis
Distributed Optimal Power Flow for Smart Microgrids CoRR (2012)
Hao Zhu, Georgios B. Giannakis
Multi-area state estimation using distributed SDP for nonlinear power systems. SmartGridComm (2012)
Hao Zhu, Georgios B. Giannakis
Lassoing Line Outages in the Smart Power Grid CoRR (2011)
Hao Zhu, Geert Leus, Georgios B. Giannakis
Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling. IEEE Trans. Signal Process. 59 (5) (2011)
Georgios B. Giannakis, Gonzalo Mateos, Shahrokh Farahmand, Vassilis Kekatos, Hao Zhu
USPACOR: Universal sparsity-controlling outlier rejection. ICASSP (2011)
Hao Zhu, Georgios B. Giannakis
Lassoing line outages in the smart power grid. SmartGridComm (2011)
Hao Zhu, Georgios B. Giannakis, Geert Leus
Weighted and structured sparse total least-squares for perturbed compressive sampling. ICASSP (2011)
Hao Zhu, Georgios B. Giannakis
Exploiting Sparse User Activity in Multiuser Detection. IEEE Trans. Commun. 59 (2) (2011)
Hao Zhu, Geert Leus, Georgios B. Giannakis
Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling CoRR (2010)
Hao Zhu, Alfonso Cano, Georgios B. Giannakis
Distributed consensus-based demodulation: algorithms and error analysis. IEEE Trans. Wirel. Commun. 9 (6) (2010)
Hao Zhu, Gonzalo Mateos, Georgios B. Giannakis, Nicholas D. Sidiropoulos, Arindam Banerjee
Sparsity-cognizant overlapping co-clustering for behavior inference in social networks. ICASSP (2010)
Hao Zhu, Ioannis D. Schizas, Georgios B. Giannakis
Power-efficient dimensionality reduction for distributed channel-aware kalman tracking using WSNs. IEEE Trans. Signal Process. 57 (8) (2009)
Hao Zhu, Georgios B. Giannakis
Sparsity-embracing multiuser detection for CDMA systems with low activity factory. ISIT (2009)
Hao Zhu, Georgios B. Giannakis, Alfonso Cano
Distributed in-network channel decoding. IEEE Trans. Signal Process. 57 (10) (2009)
Hao Zhu, Alfonso Cano, Georgios B. Giannakis
In-network channel decoding using consensus on log-likelihood ratio averagesy. CISS (2008)