Paper on ellipsoidal approximation of compact sets

In preparation.

Paper on scenario generation

Yize Chen, Pan Li, and Baosen Zhang, Bayesian Renewables Scenario Generation via Deep Generative Networks, 52nd Annual Conference on Information Sciences and Systems, IEEE, 2018.

Paper on capacity game in decentralized market

Pan Li, Shreyas Sekar, and Baosen Zhang, A Capacity-Price Game for Uncertain Renewables Resources, in ACM e-energy, 2018.

Paper on voltage control problems using data drive stochastic methods

Pan Li, Baihong Jin, Dai Wang and Baosen Zhang, Distribution System Voltage Control under Uncertainties using Tractable Chance Constraints, submitted to IEEE Transactions on Power Systems.

Paper on voltage control in distribution network

Pan Li, and Baosen Zhang,  Distribution System Voltage Control under Uncertainties,'' Asilomar Conference on Signals, Systems, and Computers, 2017.

Paper on load forecasting with renewable peneration

Yi Wang, Ning Zhang, Qixin Chen, Daniel S Kirschen, Pan Li, Qing Xia, Data-driven probabilistic net load forecasting with high penetration of behind-the-meter PV, IEEE Transactions on Power Systems, 2018. 

Paper on experimental design in demand response estimation

Pan Li, and Baosen Zhang,  Linear Estimation of Treatment Effects in Demand Response: An Experimental Design Approach'', submitted to IEEE Transactions on Power Systems.

Paper on online learning

Pan Li,  Hao Wang and Baosen Zhang,  A Distributed Online Pricing Strategy for Demand Response Programs, IEEE Transactions on Smart Grid, 2017.

Paper on optimal treatment assignment

Pan Li and Baosen Zhang, An optimal treatment assignment strategy in evaluating demand response effect, Allerton Conference 2016.

Paper on linear estimators of average treatment effect

Pan Li, and Baosen Zhang,  Linear estimators in evaluating average treatment effect. In preperation.

Paper on causal inference

Pan Li, and Baosen Zhang,  Estimating Treatment Effect in Demand Response, 2016 IEEE Workshop on Statistical Signal Processing.

Paper on consumption prediction and optimal user pairing

Pan Li, Baosen Zhang, Yang Weng, Ram Rajagopal. A Sparse Linear Model and Significance Test for Individual Consumption Prediction, IEEE Transactions on Power Systems.

Paper on consumption prediction

Pan Li, Baosen Zhang, Yang Weng, and Ram Rajagopal, Autoregressive Model for Individual Consumption Data -Sparsity Recovery and Significance Test, PES general meeting 2016.

Paper on microgrid scheduling with EV behavior

D Wang, X Guan, J Wu, P Li, P Zan, H Xu, Integrated Energy Exchange Scheduling for Multimicrogrid System With Electric Vehicles. IEEE Transactions on Smart Grid. Early Access.

Paper on microgrid scheduling

P Li, X Guan, J Wu, D Wang . An integrated energy exchange scheduling and pricing strategy for multi-microgrid system. TENCON 2013-2013 IEEE Region 10 Conference

Paper on EV scheduling

Dai Wang, Hanlin Wang, Jiang Wu, Xiaohong Guan, Pan Li, Laiyi Fu. Optimal aggregated charging analysis for PEVs based on driving pattern model. 2013 IEEE Power & Energy Society General Meeting

Paper on device level control

Pan Li, Jiang Wu, Dai Wang and Xiaohong Guan. Pricing strategy for device-level demand response in a microgrid. Control Conference (CCC), 2014 33rd Chinese