Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality

2 November 2022

Papers citing "Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality"

8 / 8 papers shown

Title
Massively Digitized Power Grid: Opportunities and Challenges of Use-inspired AI Le Xie Xiangtian Zheng Yannan Sun Tong Huang Tony Bruton AI4CE 55 19 0 10 May 2022
A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids Xiangtian Zheng Nan Xu Loc Trinh Dongqi Wu Tong Huang S. Sivaranjani Yan Liu Le Xie AI4CE 60 46 0 12 Oct 2021
Two-stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach Xinan Wang Yishen Wang Di Shi Jianhui Wang Zhiwei Wang 28 50 0 08 Nov 2019
Ensemble Learning Based Convex Approximation of Three-Phase Power Flow Ren Hu Qifeng Li F. Qiu 25 16 0 12 Sep 2019
Tackling Climate Change with Machine Learning David Rolnick P. Donti L. Kaack K. Kochanski Alexandre Lacoste ... Demis Hassabis John C. Platt F. Creutzig J. Chayes Yoshua Bengio AI4Cl AI4CE 79 805 0 10 Jun 2019
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems Á. Xavier F. Qiu Shabbir Ahmed 47 146 0 04 Feb 2019
Optimal Tap Setting of Voltage Regulation Transformers Using Batch Reinforcement Learning Hanchen Xu A. Domínguez-García P. Sauer OffRL 30 112 0 29 Jul 2018
Model-Free Renewable Scenario Generation Using Generative Adversarial Networks Yize Chen Yishen Wang D. Kirschen Baosen Zhang 54 414 0 30 Jul 2017