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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

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

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