Data-driven optimal energy management for a wind-solar-diesel-battery-reverse osmosis hybrid energy system using a deep reinforcement learning approach

Optimizing the sizes of wind and photovoltaic power plants integrated into a hydropower station based on power output complementarity

(2020) Yajun Tang et al.   ENERGY CONVERSION AND MANAGEMENT

Optimal power peak shaving using hydropower to complement wind and solar power uncertainty

(2020) Benxi Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Performance analysis of a stand-alone hybrid energy system for desalination unit in Egypt

(2020) Mostafa M. Ibrahim et al.   ENERGY CONVERSION AND MANAGEMENT

Deep Reinforcement Learning Method for Demand Response Management of Interruptible Load

(2020) Biao Wang et al.   IEEE Transactions on Smart Grid

Dynamic energy conversion and management strategy for an integrated electricity and natural gas system with renewable energy: Deep reinforcement learning approach

(2020) Bin Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

A Multi-Agent Deep Reinforcement Learning Based Voltage Regulation Using Coordinated PV Inverters

(2020) Di Cao et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Design and performance evaluation based on economics and environmental impact of a PV-wind-diesel and battery standalone power system for various climates in Turkey

(2020) Ayse Fidan Altun et al.   RENEWABLE ENERGY

Optimal energy management strategies for energy Internet via deep reinforcement learning approach

(2019) Haochen Hua et al.   APPLIED ENERGY

Optimal use of electric energy oriented water-electricity combined supply system for the building-integrated-photovoltaics community

(2019) Quan Sui et al.   APPLIED ENERGY

Feasibility assessment of a hybrid PV/diesel/battery power system for a housing estate in the severe cold zone—A case study of Harbin, China

(2019) Chong Li et al.   ENERGY

Stochastic scheduling of an electric vessel-based energy management system in pelagic clustering islands

(2019) Quan Sui et al.   APPLIED ENERGY

Deep reinforcement learning–based approach for optimizing energy conversion in integrated electrical and heating system with renewable energy

(2019) Bin Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term optimal operation of wind-solar-hydro hybrid system considering uncertainties

(2019) Zhendong Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Energy management system for hybrid PV-wind-battery microgrid using convex programming, model predictive and rolling horizon predictive control with experimental validation

(2019) Mahmoud Elkazaz et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Deep Reinforcement Learning for Strategic Bidding in Electricity Markets

(2019) Yujian Ye et al.   IEEE Transactions on Smart Grid

A data-driven approach for designing STATCOM additional damping controller for wind farms

(2019) Guozhou Zhang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Bidding strategy for trading wind energy and purchasing reserve of wind power producer – A DRL based approach

(2019) Di Cao et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Design and optimization of autonomous solar-wind-reverse osmosis desalination systems coupling battery and hydrogen energy storage by an improved bee algorithm

(2018) Akbar Maleki   DESALINATION

Optimization of a hybrid system for solar-wind-based water desalination by reverse osmosis: Comparison of approaches

(2018) Wanxi Peng et al.   DESALINATION

Optimizing a hybrid wind-PV-battery system using GA-PSO and MOPSO for reducing cost and increasing reliability

(2018) Narges Ghorbani et al.   ENERGY

Optimized fuzzy rule-based energy management for a battery-less PV/wind-BWRO desalination system

(2018) I. Ben Ali et al.   ENERGY

Sizing a PV-Wind based hybrid system using deterministic approach

(2018) Kamal Anoune et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-objective genetic algorithm based sizing optimization of a stand-alone wind/PV power supply system with enhanced battery/supercapacitor hybrid energy storage

(2018) Abbassi Abdelkader et al.   ENERGY

Optimal design of a grid-connected desalination plant powered by renewable energy resources using a hybrid PSO–GWO approach

(2018) Alaaeldin M. Abdelshafy et al.   ENERGY CONVERSION AND MANAGEMENT

Sizing a stand-alone solar-wind-hydrogen energy system using weather forecasting and a hybrid search optimization algorithm

(2018) Weiping Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Optimal power flow solutions incorporating stochastic wind and solar power

(2017) Partha P. Biswas et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-Timescale Coordinated Voltage/Var Control of High Renewable-Penetrated Distribution Systems

(2017) Yan Xu et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Weather forecasting for optimization of a hybrid solar-wind–powered reverse osmosis water desalination system using a novel optimizer approach

(2016) Akbar Maleki et al.   ENERGY

Techno-economic feasibility of hybrid diesel/PV/wind/battery electricity generation systems for non-residential large electricity consumers under southern Iran climate conditions

(2016) Mehdi Baneshi et al.   ENERGY CONVERSION AND MANAGEMENT

Uncertainty analysis of daily potable water demand on the performance evaluation of rainwater harvesting systems in residential buildings

(2016) Arthur Santos Silva et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Stochastic-heuristic methodology for the optimisation of components and control variables of PV-wind-diesel-battery stand-alone systems

(2016) Rodolfo Dufo-López et al.   RENEWABLE ENERGY

The climatological relationships between wind and solar energy supply in Britain

(2016) Philip E. Bett et al.   RENEWABLE ENERGY

Preliminary experimental analysis of a small-scale prototype SWRO desalination plant, designed for continuous adjustment of its energy consumption to the widely varying power generated by a stand-alone wind turbine

(2015) José A. Carta et al.   APPLIED ENERGY

Optimal probabilistic energy management in a typical micro-grid based-on robust optimization and point estimate method

(2015) Seyed Arash Alavi et al.   ENERGY CONVERSION AND MANAGEMENT

Multi criteria sizing approach for Photovoltaic Thermal collectors supplying desalination plant

(2015) Mahmoud Ammous et al.   ENERGY CONVERSION AND MANAGEMENT

Management of hybrid energy supply systems in buildings using mixed-integer model predictive control

(2015) Barbara Mayer et al.   ENERGY CONVERSION AND MANAGEMENT

Approximate Representation of ZIP Loads in a Semidefinite Relaxation of the OPF Problem

(2014) Daniel K. Molzahn et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Modeling and optimization of hybrid wind–solar-powered reverse osmosis water desalination system in Saudi Arabia

(2013) Esmail M.A. Mokheimer et al.   ENERGY CONVERSION AND MANAGEMENT

Supervisory Predictive Control for Long-Term Scheduling of an Integrated Wind/Solar Energy Generation and Water Desalination System

(2011) Wei Qi et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY