Data-Driven Game-Based Pricing for Sharing Rooftop Photovoltaic Generation and Energy Storage in the Residential Building Cluster Under Uncertainties

[1]  Yan Xu,et al.  A Two-Stage Game-Theoretic Method for Residential PV Panels Planning Considering Energy Sharing Mechanism , 2020, IEEE Transactions on Power Systems.

[2]  Yuanzhi Li,et al.  Convergence Analysis of Two-layer Neural Networks with ReLU Activation , 2017, NIPS.

[3]  Jubaer Ahmed,et al.  An Improved Method to Predict the Position of Maximum Power Point During Partial Shading for PV Arrays , 2015, IEEE Transactions on Industrial Informatics.

[4]  Fangxing Li,et al.  Intelligent Multi-Microgrid Energy Management Based on Deep Neural Network and Model-Free Reinforcement Learning , 2020, IEEE Transactions on Smart Grid.

[5]  Peter Dayan,et al.  Q-learning , 1992, Machine Learning.

[6]  Cheng Wang,et al.  Energy Sharing Management for Microgrids With PV Prosumers: A Stackelberg Game Approach , 2017, IEEE Transactions on Industrial Informatics.

[7]  Xinghuo Yu,et al.  Online Energy Sharing for Nanogrid Clusters: A Lyapunov Optimization Approach , 2018, IEEE Transactions on Smart Grid.

[8]  Chris Develder,et al.  Definition and Evaluation of Model-Free Coordination of Electrical Vehicle Charging With Reinforcement Learning , 2018, IEEE Transactions on Smart Grid.

[9]  H. Vincent Poor,et al.  Peer-to-Peer Trading in Electricity Networks: An Overview , 2020, IEEE Transactions on Smart Grid.

[10]  Haibo He,et al.  Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning , 2019, IEEE Transactions on Smart Grid.

[11]  Guanghui Wen,et al.  Distributed Reinforcement Learning Algorithm for Dynamic Economic Dispatch With Unknown Generation Cost Functions , 2020, IEEE Transactions on Industrial Informatics.

[12]  Di Wu,et al.  Towards Cost Minimization With Renewable Energy Sharing in Cooperative Residential Communities , 2017, IEEE Access.

[13]  R. Margolis,et al.  Solar plus: Optimization of distributed solar PV through battery storage and dispatchable load in residential buildings , 2018 .

[14]  Anthony A. Maciejewski,et al.  A Partially Observable Markov Decision Process Approach to Residential Home Energy Management , 2018, IEEE Transactions on Smart Grid.

[15]  Alan C. Bovik,et al.  Mean squared error: Love it or leave it? A new look at Signal Fidelity Measures , 2009, IEEE Signal Processing Magazine.

[16]  Kamaruzzaman Sopian,et al.  A new approach for predicting solar radiation in tropical environment using satellite images - Case study of Malaysia , 2008 .

[17]  Naran M. Pindoriya,et al.  Centralized Stochastic Energy Management Framework of an Aggregator in Active Distribution Network , 2019, IEEE Transactions on Industrial Informatics.

[18]  Xinghuo Yu,et al.  Hybrid Energy Sharing for Smart Building Cluster With CHP System and PV Prosumers: A Coalitional Game Approach , 2018, IEEE Access.

[19]  G. Nagy,et al.  GEFCom2014: Probabilistic solar and wind power forecasting using a generalized additive tree ensemble approach , 2016 .

[20]  H. Kappen.  Optimal control theory and the linear bellman equation , 2011 .

[21]  Yan-Wu Wang,et al.  A Two-Stage Robust Energy Sharing Management for Prosumer Microgrid , 2019, IEEE Transactions on Industrial Informatics.

[22]  E. Fan,et al.  Extended tanh-function method and its applications to nonlinear equations , 2000 .

[23]  José Fortuny-Amat,et al.  A Representation and Economic Interpretation of a Two-Level Programming Problem , 1981 .

[24]  Steven B. Leeb,et al.  Nonintrusive Load Monitoring and Diagnostics in Power Systems , 2008, IEEE Transactions on Instrumentation and Measurement.

[25]  Aron Dobos,et al.  System Advisor Model, SAM 2011.12.2: General Description , 2012 .

[26]  H. Vincent Poor,et al.  Three-Party Energy Management With Distributed Energy Resources in Smart Grid , 2014, IEEE Transactions on Industrial Electronics.

[27]  Dit-Yan Yeung,et al.  Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting , 2015, NIPS.

[28]  Yan-Wu Wang,et al.  Peer-to-Peer Energy Sharing Among Smart Energy Buildings by Distributed Transaction , 2019, IEEE Transactions on Smart Grid.

[29]  Andrew W. Senior,et al.  Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition , 2014, ArXiv.

[30]  Michel Tokic.  Adaptive ε-greedy Exploration in Reinforcement Learning Based on Value Differences , 2010 .

[31]  H. Vincent Poor,et al.  Energy Storage Sharing in Smart Grid: A Modified Auction-Based Approach , 2015, IEEE Transactions on Smart Grid.

[32]  Nesa L'abbe Wu,et al.  Linear programming and extensions , 1981 .