[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 …

An overview of optimization techniques used for sizing of hybrid renewable energy systems

SA Memon, RN Patel - Renewable Energy Focus, 2021 - Elsevier
Highlights•The variable renewable energy sources necessitate the HRES to stabilize the
output.•Classical optimization techniques are adequate for the system with single …

Integrated standalone hybrid solar PV, fuel cell and diesel generator power system for battery or supercapacitor storage systems in Khorfakkan, United Arab Emirates

T Salameh, MA Abdelkareem, AG Olabi… - International Journal of …, 2021 - Elsevier
Renewable energy resources play a very important rule these days to assist the
conventional energy systems for doing its function in the UAE due to high greenhouse gas …

Techno-economical optimization of an integrated stand-alone hybrid solar PV tracking and diesel generator power system in Khorfakkan, United Arab Emirates

T Salameh, C Ghenai, A Merabet, M Alkasrawi - Energy, 2020 - Elsevier
The integration of renewable energy technologies (solar, wind, biomass, ocean, geothermal
energy) is gaining importance in the United Arab Emirates owing to the high energy demand …

Optimal design and operation of a multi-energy microgrid using mixed-integer nonlinear programming: Impact of carbon cap and trade system and taxing on …

H Akulker, E Aydin - Applied Energy, 2023 - Elsevier
Multi-energy microgrids comprise various energy sources such as solar, wind, hydro,
biomass, oil, gas, and coal. Optimal configuration and scheduling of multi-energy microgrids …

Dynamic operation and control of microgrid hybrid power systems

TC Ou, CM Hong - Energy, 2014 - Elsevier
This paper examines dynamic operation and control strategies for a microgrid hybrid wind–
PV (photovoltaic)–FC (fuel cell) based power supply system. The system consists of the PV …

A hybrid tool to combine multi-objective optimization and multi-criterion decision making in designing standalone hybrid energy systems

ATD Perera, RA Attalage, KKCK Perera… - Applied energy, 2013 - Elsevier
Hybrid energy systems (HESs) are becoming popular for standalone applications due to
global concern regarding green house gas (GHG) emissions and depletion of fossil fuel …

Optimum design and evaluation of hybrid solar/wind/diesel power system for Masirah Island

HA Kazem, HAS Al-Badi, AS Al Busaidi… - Environment …, 2017 - Springer
This paper addresses the requirements of electrical energy for an isolated island of Masirah
in Oman. The paper studied the possibility of using sources of renewable energy in …

Leveraging heat accumulation of district heating network to improve performances of integrated energy system under source-load uncertainties

J Wang, S Huo, R Yan, Z Cui - Energy, 2022 - Elsevier
The multiple uncertainties in renewable energy and loads and the thermoelectric coupling
characteristic of the integrated energy system (IES) restrict the accommodation of renewable …

Operation optimization of district heating network under typical modes for improving the economic and flexibility performances of integrated energy system

S Huo, J Wang, Y Qin, Z Cui - Energy Conversion and Management, 2022 - Elsevier
The thermoelectric couple relation of combined heat and power unit and unstable
renewable energy limit the flexible operation of integrated energy system, resulting in low …