Time-Series Data for Hybrid Energy System Planning with Deep Reinforcement Learning: A Case Study in Ontario
Manuel Sage, Bi Cheng Zhao, Yaoyao Fiona Zhao
Zenodo (CERN European Organization for Nuclear Research)OPEN ACCESS
Sustainable Manufacturing
Globalization places emphasis sustainability and environmental friendliness over business and industry. This echoes with ADML's research principle and research works are conducted in this field.
Active areas
3 areas01
Life-cycle and environmental impact assessment
02
Sustainable design and eco-design
03
Energy and resource efficiency in manufacturing
Recent publications
15 taggedDeep reinforcement learning for joint dispatch of battery storage and gas turbines in renewable-powered microgrids
Manuel Sage, Khalil Al Handawi, Yaoyao Fiona Zhao
Energy and AIOPEN ACCESS
Developing an interdisciplinary Master’s program in sustainability in engineering and design
Subhasis Ghoshal, Jim A. Nicell, Yaoyao Fiona Zhao
Engineering Drawing Information Extraction for the Estimation of Carbon Footprint
Omar F. Lebbar, Rachel Yeung, Arnaud Ridard, Nikita Letov, …, Yaoyao Fiona Zhao
The Economic Dispatch of Power-to-Gas Systems With Deep Reinforcement Learning: Tackling the Challenge of Delayed Rewards With Long-Term Energy Storage
Manuel Sage, Khalil Al Handawi, Yaoyao Fiona Zhao
The Economic Dispatch of Power-to-Gas Systems with Deep Reinforcement Learning:Tackling the Challenge of Delayed Rewards with Long-Term Energy Storage
Manuel Sage, Khalil Al Handawi, Yaoyao Fiona Zhao
arXiv (Cornell University)OPEN ACCESS
Researchers in this vertical (provisional)
12Principal investigatorYaoyao Fiona Zhao
M.Eng. researcherOmar Lebbar
M.Eng. researcherPoobesh Kumar Subramaniam
Undergraduate researcherChris Liu
Alumni · M.Eng.Rachel Yeung
Alumni · M.Eng.Negin Moslemi
Alumni · M.Eng.Wenbo Min
Alumni · M.Eng.Mohamed Aslam
Alumni · M.Eng.Tanushree Talekar
Alumni · M.Eng.Mohammed Taleb Ameri
Alumni · M.Eng.Xin Xu
Alumni · B.Eng.Patrick El Choueifaty