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Publications

2019 Publications and Conference Papers

Bidding-Based Dynamic Power Pricing Scheme in Smart Grids

2019 International Conference on Computing, Networking and Communications (ICNC): Green Computing, Networking, and Communications | 18-21 Feb. 2019
Andrew Ward, Zhengyuan Zhou, Nicholas Bambos

City-scale Decarbonization Experiments with Integrated Energy Systems

Energy & Environment Science, Issue 5 | 2019
Jacques A. de Chalendar, Peter W. Glynn, Sally M. Benson

Coordination of Distributed Energy Storage Under Spatial and Temporal Data Asymmetry

IEEE Transactions on Smart Grid, Volume: 10 Issue: 2 | March 2019
Kyle Anderson, Ram Rajagopal, Abbas El Gamal

The Emergence of Cost Effective Battery Storage

Nature Communications | May 2019
Stephen D. Comello, Stefan J. Reichelstein

Experimental Investigation of a Capacity-Based Demand Response Mechanism for District-Scale Applications

Proceedings of the 52nd Hawaii International Conference on System Sciences | January 2019
Jacques A. de Chalendar, Peter W. Glynn, Sally M. Benson

PaToPaEM: A Data-Driven Parameter and Topology Joint Estimation Framework for Time-Varying System in Distribution Grids

IEEE Transactions on Power Systems, Vol. 34, No. 3 | May 2019
Jiafan Yu, Yang Weng, Ram Rajagopal

Probabilistic Planning of Minigrid with Renewables and Storage in Western Australia

IEEE Power & Energy Society General Meeting // Atlanta, GA | August 2019
Weixuan Gao, Dev Tayal, Dimitry Gorinevsky

Rechargeable aluminum batteries: effects ofcations in ionic liquid electrolytes

The Royal Society of Chemistry | 11 April 2019
Guanzhou Zhu, Michael Angell, Chun-Jern Pan, Meng-Chang Lin, Hui Chen, Chen-Jui Huang, Jinuan Lin, Andreas J. Achazi, Payam Kaghazchi, Bing-Joe Hwang, and Hongjie Dai

Short-term solar power forecast with deep learning: Exploring optimal input and output configuration

Solar Energy, Volume 188, Pages 730-741 | 1 August 2019
Yuchi Sun, Vignesh Venugopal, Adam R.Brandt

Smart Greedy Distributed Allocation in Microgrids

IEEE International Conference on Communications, Empowering Intelligent Communications // Shanghai, China | 20-24 May 2019
Ilai Bistritz, Andrew Ward, Zhengyuan Zhou, Nicholas Bambos

Why 100% Renewable Energy Is Not Enough

Joule Volume 3, Issue 6, Pages 1389-1393 | 19 June 2019
Jacques A. de Chalendar, Sally M. Benson

2018 Publications and Conference Papers

DeepSolar: A Machine Learning Framework to Efficiently Construct a Solar Deployment Database in the United States

Joule Volume 2, Issue 12, Pages 2605-2617 | 19 December 2018
Jiafan Yu, Zhecheng Wang, ArunMajumdar, Ram Rajagopal

The Evidence from California on the Economic Impact of Inefficient Distribution Network Pricing

National Bureau of Economic Research Working Paper No. 25087 | Issued: September 2018
Frank A. Wolak

Fast Distribution Grid Line Outage Identification with μPMU

arXiv.org | Submitted on 14 November 2018
Yizheng Liao, Yang Weng, Chin-Woo Tan, Ram Rajagopal

Managerial Flexibility in Levelized Cost Measures: A Framework for Incorporating Uncertainty in Energy Investment Decisions

Energy Vol. 151, Pages 211-225 | May 2018
Stephen Comello, Stefan J. Reichelstein, Anshuman Sahoo

Optimization of Electric Vehicle Charging in a Fully (Nearly) Electric Campus Energy System

Proceedings of the 2018 International Building Physics Conference
Jacques A. de Chalendar, Jason H. Frost, Sally M. Benson

PaToPa: A Data-Driven Parameter and Topology Joint Estimation Framework in Distribution Grids

IEEE Transactions on Power Systems, Vol. 33, No. 4 | July 2018
Jiafan Yu, Yang Weng, Ram Rajagopal

Probabilistic Balancing of Grid with Renewables and Storage

Published in: 2018 IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) | 24-28 June 2018
Weixuan Gao, Dimitry Gorinevsky

The Road Ahead for Solar PV Power

Renewable and Sustainable Energy Reviews Vol. 92, Pages 744-756 | September 2018
Stephen Comello, Stefan J. Reichelstein, Anshuman Sahoo

A Two-Layer Decentralized Control Architecture for DER Coordination

Published in: 2018 IEEE Conference on Decision and Control (CDC) | 17-19 Dec. 2018
Thomas Navidi, Abbas El Gamal, Ram Rajagopal

Unbalanced Three-Phase Distribution Grid Topology Estimation and Bus Phase Identification

arXiv.org | last revised on 9 October 2018
Yizheng Liao, Yang Weng, Guangyi Liu, Zhongyang Zhao, Chin-woo Tan, Ram Rajagopal

Urban MV and LV Distribution Grid Topology Estimation via Group Lasso

IEEE Transactions on Power Systems, Vol. 34, No. 1 | January 2019
Yizheng Liao, Yang Weng, Chin-Woo Tan, Ram Rajagopal

The Value of Distributed Energy Resources for Heterogeneous Residential Consumers

arXiv.org | Last revised on 3 Sep 2018 (this version, v4)
Siddharth Patel, Mohammad Rasouli, Junjie Qin, Ram Rajagopal

2017 Publications and Conference Papers

A Common Data Architecture for Energy Data Analytics

Published in: 2017 IEEE International Conference on Smart Grid Communications
Mayank Malik, Michaelangelo Tabone, David Chassin, Emre Can Kara, Ramanathan V. Guha, and Sila Kiliccote

Data-driven planning of distributed energy resources amidst socio-technical complexities

Nature Energy, Vol. 2, Article Number: 17112 | 17 July 2017
Rishee K. Jain, Junjie Qin & Ram Rajagopal

Distributed Energy Resources Topology Identification via Graphical Modeling

IEEE Transactions on Power Systems, Vol. 32, No. 4 | July 2017
Yang Weng, Yizheng Liao, Ram Rajagopal

Emerging Clean Energy Technology Investment Trends

Nature Climate Change Vol. 7, Issue 6, Pages 382-385 | June 2017
A. Bumpus, Stephen Comello

Enabling Mini-Grid Development in Rural India

World Development | 20 January 2017
Stephen D. Comello, Stefan J. Reichelstein, Anshuman Sahoo, Tobias Schmidt

Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)
Souhaib Ben Taieb, Jiafan Yu, Mateus Neves Barreto, Ram Rajagopal

Retail Pricing to Support the 21st Century Distribution Grid

Stanford Institute for Economic Policy Research Public Policy Program | 30 November 2017
Frank A. Wolak

Robust Mapping Rule Estimation for Power Flow Analysis in Distribution Grids

Published in: 2017 North American Power Symposium (NAPS)
Jiafan Yu, Yang Weng, Ram Rajagopal

VADER: Visualization and Analytics for Distributed Energy Resources

arXiv.org | submitted on 30 August 2017
Raffi Avo Sevlian, Jiafan Yu, Yizheng Liao, Xiao Chen, Yang Weng, Emre Can Kara, Michelangelo Tabone, Srini Badri, Chin-Woo Tan, David Chassin, Sila Kiliccote, Ram Rajagopal