Hussain Kazmi

Gigawatt-hour scale savings on a budget of zero: Deep reinforcement learning based optimal control of hot water systems

Hussain Kazmi, Fahad Mehmood, Stefan Lodeweyckx et al. · Energy · 2017 · 108 citations · Full text

Optimal Control, Deep Reinforcement, Gigawatt-hour Scale Savings +5

Multi-agent reinforcement learning for modeling and control of thermostatically controlled loads

Hussain Kazmi, Johan A. K. Suykens, Attila Bálint et al. · Applied Energy · 2019 · 91 citations · Full text

Engineering, Energy Management, Multi-agent Reinforcement +7

Generalizable occupant-driven optimization model for domestic hot water production in NZEB

Hussain Kazmi, Simona D’Oca, Chiara Delmastro et al. · Applied Energy · 2016 · 80 citations · Full text

Engineering, Energy Management, Environmental Engineering +2

Ten questions concerning data-driven modelling and forecasting of operational energy demand at building and urban scale

Hussain Kazmi, Chun Fu, Clayton Miller · Building and Environment · 2023 · 60 citations · Full text

Built Environment, Engineering, Data Science +11

Electricity load-shedding in Pakistan: Unintended consequences, opportunities and policy recommendations

Hussain Kazmi, Fahad Mehmood, Zhenmin Tao et al. · Energy Policy · 2019 · 54 citations · Full text

Economics, Public Policy, Engineering +7