[HTML][HTML] Applications of reinforcement learning in energy systems

ATD Perera, P Kamalaruban - Renewable and Sustainable Energy …, 2021 - Elsevier
Energy systems undergo major transitions to facilitate the large-scale penetration of
renewable energy technologies and improve efficiencies, leading to the integration of many …

[HTML][HTML] A comprehensive review of fuzzy multi criteria decision making methodologies for energy policy making

I Kaya, M Çolak, F Terzi - Energy Strategy Reviews, 2019 - Elsevier
Energy policy making is one of the most significant issues for countries and it can be
evaluated by using multi-criteria decision making (MCDM) methods. The energy decision …

Quantifying the impacts of climate change and extreme climate events on energy systems

ATD Perera, VM Nik, D Chen, JL Scartezzini, T Hong - Nature Energy, 2020 - nature.com
Climate induced extreme weather events and weather variations will affect both the demand
of energy and the resilience of energy supply systems. The specific potential impact of …

Vulnerability and resilience of urban energy ecosystems to extreme climate events: A systematic review and perspectives

ATD Perera, T Hong - Renewable and Sustainable Energy Reviews, 2023 - Elsevier
We reviewed the present studies on the vulnerability and resilience of the energy ecosystem
(most parts of the energy ecosystem), considering extreme climate events. This study …

[HTML][HTML] Climate resilient interconnected infrastructure: Co-optimization of energy systems and urban morphology

ATD Perera, K Javanroodi, VM Nik - Applied Energy, 2021 - Elsevier
Co-optimization of urban morphology and distributed energy systems is key to curb energy
consumption and optimally exploit renewable energy in cities. Currently available …

[HTML][HTML] GIScience can facilitate the development of solar cities for energy transition

R Zhu, MP Kwan, ATD Perera, H Fan, B Yang… - Advances in Applied …, 2023 - Elsevier
The energy transition is increasingly being discussed and implemented to cope with the
growing environmental crisis. However, great challenges remain for effectively harvesting …

A multi-objective robust scheduling model and solution algorithm for a novel virtual power plant connected with power-to-gas and gas storage tank considering …

L Ju, R Zhao, Q Tan, Y Lu, Q Tan, W Wang - Applied Energy, 2019 - Elsevier
Abstract Power-to-gas (P2G) provides a new means for accommodating abandoned new
energy that will support the optimal operation of virtual power plants (VPPs) in the future. In …

Integrated assessment of a sustainable microgrid for a remote village in hilly region

A Kumar, AR Singh, Y Deng, X He, P Kumar… - Energy conversion and …, 2019 - Elsevier
The complexity in the design of sustainable microgrids based on renewable energy sources
have increased recently due to the involvement of multiple performance indices, scenarios …

Multi-objective two-stage adaptive robust planning method for an integrated energy system considering load uncertainty

R Yan, J Wang, S Lu, Z Ma, Y Zhou, L Zhang… - Energy and …, 2021 - Elsevier
An integrated energy system (IES) is considered as an effective approach to reduce carbon
emissions, lower energy supply costs and increase system flexibility. As numerous energy …

[HTML][HTML] Designing climate resilient energy systems in complex urban areas considering urban morphology: A technical review

K Javanroodi, ATD Perera, T Hong, VM Nik - Advances in Applied Energy, 2023 - Elsevier
The urban energy infrastructure is facing a rising number of challenges due to climate
change and rapid urbanization. In particular, the link between urban morphology and energy …