Research graph
References from Techno-economic and environmental optimization of hybrid renewable energy systems using HOMER Pro and machine learning surrogate models. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2024 · External reference
A review of energy management system strategies for AC microgrids operating in islanded mode
2023 · External reference
Achieving universal electrification of rural healthcare facilities in sub-Saharan Africa with decentralized renewable energy technologies
10.1016/j.joule.2021.09.010 · 2021 · External reference
Integrated sizing of hybrid PV-wind-battery system for remote island considering the saturation of each renewable energy resource
10.1016/j.enconman.2018.12.059 · 2019 · External reference
Technical feasibility study on a standalone hybrid solar-wind system with pumped hydro storage for a remote island in Hong Kong
10.1016/j.renene.2014.03.028 · 2014 · External reference
Stochastic energy scheduling in microgrids with intermittent renewable energy resources
10.1109/tsg.2013.2280645 · 2014 · External reference
Rural electrification through mini-grids: challenges ahead
10.1016/j.enpol.2019.05.016 · 2019 · External reference
A state-of-the-art review and bibliometric analysis on the sizing optimization of off-grid hybrid renewable energy systems
10.1016/j.rser.2023.113476 · 2023 · External reference
Modeling and optimization of renewable hydrogen systems: a systematic methodological review and machine learning integration
10.1016/j.egyai.2024.100455 · 2024 · External reference
Cost-based modeling for optimal energy management of smart buildings with renewable energy resources and electric vehicles using a scenario-based algorithm
2022 · External reference
Determining appropriate strategy for managing the energy production system in the presence of renewable energy sources and improved intelligence method
2022 · External reference
Analysis of hybrid energy systems for application in southern Ghana
10.1016/j.enconman.2014.08.029 · 2014 · External reference
Electricity for all: the contribution of large-scale planning tools to the energy-access problem
10.1016/j.rser.2019.109624 · 2020 · External reference
A critical techno-economic analysis of islanded AC microgrids: a HOMER-based synthesis of global case studies and future pathways
10.21608/mjeer.2026.514856 · 2026 · External reference
Techno-economic analysis of off-grid solar/wind/biogas/biomass/fuel cell/battery system for electrification in a cluster of villages by HOMER software
10.1007/s10668-019-00583-2 · 2020 · External reference
Techno-economic comparative analysis of hybrid renewable energy systems optimization considering off-grid remote area electrification in Bangladesh
2025 · External reference
Techno-economic analysis of a hybrid system for rural areas: electricity and heat generation with hydrogen and battery storage
2025 · External reference
Techno-economic feasibility of a PV/battery/fuel cell/electrolyzer/biogas hybrid system for energy and hydrogen production in the far north region of Cameroon by using HOMER Pro
10.1016/j.esr.2022.100988 · 2022 · External reference
An artificial intelligence based scheduling algorithm for demand-side energy management in smart homes
2021 · External reference
Optimal design of solar/wind/energy storage system-powered RO desalination unit: single and multi-objective optimization
10.1016/j.enconman.2024.118768 · 2024 · External reference
Optimal design of stand-alone solutions based on RES + hydrogen storage feeding off-grid communities
10.1016/j.enconman.2021.114147 · 2021 · External reference
Techno-economic feasibility of stand-alone hybrid energy systems for a remote Australian community: optimization and sensitivity analysis
10.1016/j.renene.2024.122286 · 2025 · External reference
Techno-economic assessment of hybrid renewable energy systems with advanced EMS and renewable energy-based EV charging with V2H integration for remote and grid-edge Australian communities
10.1016/j.enconman.2025.120725 · 2026 · External reference
Optimizing the design of stand-alone hybrid renewable energy systems with storage using genetic algorithms: analysis of the impact of temporal complementarity of wind and solar sources
10.1016/j.enconman.2025.120016 · 2025 · External reference
Hybrid energy system design using greedy particle swarm and biogeography-based optimisation
10.1049/iet-rpg.2019.0858 · 2020 · External reference
Optimal design of a grid-independent solar-fuel cell-biomass energy system using an enhanced Salp Swarm Algorithm considering rule-based energy management strategy
10.1109/access.2024.3362241 · 2024 · External reference
Design and optimization of autonomous solar-wind-reverse osmosis desalination systems coupling battery and hydrogen energy storage by an improved bee algorithm
10.1016/j.desal.2017.05.034 · 2018 · External reference
Machine learning-based prediction and optimization of green hydrogen production technologies from water industries for a circular economy
10.1016/j.desal.2023.116992 · 2023 · External reference
Multi-method optimization of solar district energy systems with battery and thermal energy storage via real-time TRNSYS-Python coupling
10.1016/j.apenergy.2025.126528 · 2025 · External reference
Multi-criteria decision-making and uncertainty analyses of off-grid hybrid renewable energy systems for an island community
10.1016/j.enconman.2025.120120 · 2025 · External reference
Planning off-grid hybrid energy system using techno-economic optimization and wins-in-league theory-based multi-criteria decision-making method in the wetland areas of developing countries
10.1016/j.enconman.2024.118587 · 2024 · External reference
Techno-economic and environmental analyses of hybrid renewable energy systems for a remote location employing machine learning models
10.1016/j.apenergy.2024.122884 · 2024 · External reference
Analysis for the prediction of solar and wind generation in India using ARIMA, linear regression and random forest algorithms
10.1177/0309524x221126742 · 2022 · External reference
Assessing the viability of solar and wind energy technologies in semi-arid and arid regions: a case study of Libya's climatic conditions
10.3103/s0003701x24600218 · 2024 · External reference
MCDM for simultaneous optimum economy, investment risk and environmental impact for distributed renewable power: demonstration with an Indian village data
10.1016/j.enconman.2022.116631 · 2023 · External reference
Techno-economic and environmental design of hybrid energy systems using multi-objective optimization and multi-criteria decision making methods
10.1016/j.enconman.2023.116873 · 2023 · External reference
Sustainable siting and design optimization of hybrid renewable energy system: a geospatial multi-criteria analysis
10.1016/j.apenergy.2021.117071 · 2021 · External reference
Techno-economic analysis of a hybrid power system based on the cost-effective hydrogen production method for rural electrification, a case study in Iran
10.1016/j.energy.2019.116421 · 2020 · External reference
Comprehensive exergetic performance assessment and techno-financial optimization of off-grid hybrid renewable configurations with various dispatch strategies and solar tracking systems
10.1016/j.renene.2023.04.018 · 2023 · External reference
Comparative analysis of storage modules under different dispatch strategies for an optimum decentralized hybrid energy solution: a case study of a remote Indian village
10.1007/s10098-022-02330-0 · 2022 · External reference
Techno-economic comparison of different hybrid energy storage systems for off-grid renewable energy applications based on a novel probabilistic reliability index
10.1016/j.apenergy.2022.120225 · 2022 · External reference
Financial viability of grid-connected solar PV and wind power systems in Germany
10.1016/j.egypro.2016.12.103 · 2016 · External reference
Modelling and techno-economic analysis of standalone SPV/wind hybrid renewable energy system with lead-acid battery technology for rural applications
10.1016/j.est.2022.105742 · 2022 · External reference
Feasibility and techno-economic analysis of stand-alone and grid-connected PV/wind/diesel/battery hybrid energy system: a case study
2021 · External reference
Optimal sizing and techno-economic analysis of grid-connected nanogrid for tropical climates of the Savannah
10.1016/j.scs.2019.101824 · 2020 · External reference
Techno-economic analysis of a hybrid renewable energy system integrated with productive activities in an underdeveloped rural region of eastern Indonesia
10.1093/ce/zkad068 · 2023 · External reference
Economic evaluation of hybrid energy systems for rural electrification in six geo-political zones of Nigeria
10.1016/j.renene.2015.04.057 · 2015 · External reference
Optimizing hybrid renewable energy systems for rural electrification: a case study of selected villages in Kwara State, Nigeria
2024 · External reference
Feasibility design, comparative evaluation, and energy consumption prediction of standalone hybrid energy system for rural electrification in Ghana using machine learning models
10.1016/j.rineng.2025.104269 · 2025 · External reference
Optimization of stand-alone hybrid renewable energy system based on techno-socio-enviro-financial perspective using improved red-tailed hawk algorithm
10.1016/j.apenergy.2024.124137 · 2024 · External reference
Techno-economic analysis and dynamic power simulation of a hybrid solar-wind-battery-flywheel system for off-grid power supply in remote areas in Kenya
2023 · External reference
Unresolved reference
2024 · External reference
Harnessing the potential of small hydro power in Cross River State of Southern Nigeria
2020 · External reference
Unresolved reference
2024 · External reference
Sizing PV and BESS for grid-connected microgrid resilience: a data-driven hybrid optimization approach
10.3390/en16217300 · 2023 · External reference
A strategy for PV and BESS allocation considering uncertainty based on a modified Henry gas solubility optimizer
10.1016/j.epsr.2020.106886 · 2021 · External reference
Computation and optimization of BESS in the modeling of renewable energy based framework
10.1007/s11831-023-10046-7 · 2024 · External reference
Renewable energy systems based on micro-hydro and solar photovoltaic for rural areas: a case study in Yogyakarta, Indonesia
10.1016/j.egyr.2021.01.015 · 2021 · External reference
Optimal operation of an integrated hybrid renewable energy system with demand-side management in a rural context
10.3390/en15145176 · 2022 · External reference
Techno-economic analysis of a PV-wind-battery-diesel standalone power system in a remote area
2017 · External reference
Economic cost analysis of hybrid renewable energy system using HOMER
2012 · External reference
The potential role of hybrid renewable energy system for grid intermittency problem: a techno-economic optimisation and comparative analysis
10.3390/su142114045 · 2022 · External reference
Feasibility and sensitivity analysis of a self-sustainable hybrid system: a case study of a mountainous region in Bangladesh
2023 · External reference
Multi criteria decision making with machine-learning based load forecasting methods for techno-economic and environmentally sustainable distributed hybrid energy solution
10.1016/j.enconman.2023.117316 · 2023 · External reference
Renewable rural electrification: sustainability assessment of mini-hybrid off-grid technological systems in the African context
10.1016/j.renene.2009.03.028 · 2010 · External reference
Comparative assessment of white-box and black-box machine learning models for predicting free-falling jet scour depth
2026 · External reference
Machine learning modelling of a nonlinear environmental index with sensitivity analysis for groundwater assessment
10.1038/s41598-026-44906-6 · 2026 · External reference
Optimization in microgrids with hybrid energy systems – a review
10.1016/j.rser.2015.01.059 · 2015 · External reference
State of the art of machine learning models in energy systems, a systematic review
10.3390/en12071301 · 2019 · External reference
Assessing small hydropower sites in Nigeria for sustainable development using ArcGIS
10.1016/j.egyr.2023.09.102 · 2023 · External reference
A case study of optimal design and techno-economic analysis of an islanded AC microgrid
10.1038/s41598-025-94506-z · 2025 · External reference
Enhancing CFD computational efficiency using hybrid data-driven and physics-based modeling
10.1016/j.csite.2026.107641 · 2026 · External reference
Comparative analysis of storage modules under different dispatch strategies for an optimum decentralized hybrid energy solution: a case study of a remote Indian village
10.1007/s10098-022-02330-0 · ExternalCitation · doi-reference
Techno-economic analysis of off-grid solar/wind/biogas/biomass/fuel cell/battery system for electrification in a cluster of villages by HOMER software
10.1007/s10668-019-00583-2 · ExternalCitation · doi-reference
Computation and optimization of BESS in the modeling of renewable energy based framework
10.1007/s11831-023-10046-7 · ExternalCitation · doi-reference
Sustainable siting and design optimization of hybrid renewable energy system: a geospatial multi-criteria analysis
10.1016/j.apenergy.2021.117071 · ExternalCitation · doi-reference
Techno-economic comparison of different hybrid energy storage systems for off-grid renewable energy applications based on a novel probabilistic reliability index
10.1016/j.apenergy.2022.120225 · ExternalCitation · doi-reference
Techno-economic and environmental analyses of hybrid renewable energy systems for a remote location employing machine learning models
10.1016/j.apenergy.2024.122884 · ExternalCitation · doi-reference
Optimization of stand-alone hybrid renewable energy system based on techno-socio-enviro-financial perspective using improved red-tailed hawk algorithm
10.1016/j.apenergy.2024.124137 · ExternalCitation · doi-reference
Multi-method optimization of solar district energy systems with battery and thermal energy storage via real-time TRNSYS-Python coupling
10.1016/j.apenergy.2025.126528 · ExternalCitation · doi-reference
Enhancing CFD computational efficiency using hybrid data-driven and physics-based modeling
10.1016/j.csite.2026.107641 · ExternalCitation · doi-reference
Design and optimization of autonomous solar-wind-reverse osmosis desalination systems coupling battery and hydrogen energy storage by an improved bee algorithm
10.1016/j.desal.2017.05.034 · ExternalCitation · doi-reference
Machine learning-based prediction and optimization of green hydrogen production technologies from water industries for a circular economy
10.1016/j.desal.2023.116992 · ExternalCitation · doi-reference
Modeling and optimization of renewable hydrogen systems: a systematic methodological review and machine learning integration
10.1016/j.egyai.2024.100455 · ExternalCitation · doi-reference
Financial viability of grid-connected solar PV and wind power systems in Germany
10.1016/j.egypro.2016.12.103 · ExternalCitation · doi-reference
Renewable energy systems based on micro-hydro and solar photovoltaic for rural areas: a case study in Yogyakarta, Indonesia
10.1016/j.egyr.2021.01.015 · ExternalCitation · doi-reference
Assessing small hydropower sites in Nigeria for sustainable development using ArcGIS
10.1016/j.egyr.2023.09.102 · ExternalCitation · doi-reference
Analysis of hybrid energy systems for application in southern Ghana
10.1016/j.enconman.2014.08.029 · ExternalCitation · doi-reference
Integrated sizing of hybrid PV-wind-battery system for remote island considering the saturation of each renewable energy resource
10.1016/j.enconman.2018.12.059 · ExternalCitation · doi-reference
Optimal design of stand-alone solutions based on RES + hydrogen storage feeding off-grid communities
10.1016/j.enconman.2021.114147 · ExternalCitation · doi-reference
MCDM for simultaneous optimum economy, investment risk and environmental impact for distributed renewable power: demonstration with an Indian village data
10.1016/j.enconman.2022.116631 · ExternalCitation · doi-reference
Techno-economic and environmental design of hybrid energy systems using multi-objective optimization and multi-criteria decision making methods
10.1016/j.enconman.2023.116873 · ExternalCitation · doi-reference
Multi criteria decision making with machine-learning based load forecasting methods for techno-economic and environmentally sustainable distributed hybrid energy solution
10.1016/j.enconman.2023.117316 · ExternalCitation · doi-reference
Planning off-grid hybrid energy system using techno-economic optimization and wins-in-league theory-based multi-criteria decision-making method in the wetland areas of developing countries
10.1016/j.enconman.2024.118587 · ExternalCitation · doi-reference
Optimal design of solar/wind/energy storage system-powered RO desalination unit: single and multi-objective optimization
10.1016/j.enconman.2024.118768 · ExternalCitation · doi-reference
Optimizing the design of stand-alone hybrid renewable energy systems with storage using genetic algorithms: analysis of the impact of temporal complementarity of wind and solar sources
10.1016/j.enconman.2025.120016 · ExternalCitation · doi-reference
Multi-criteria decision-making and uncertainty analyses of off-grid hybrid renewable energy systems for an island community
10.1016/j.enconman.2025.120120 · ExternalCitation · doi-reference
Techno-economic assessment of hybrid renewable energy systems with advanced EMS and renewable energy-based EV charging with V2H integration for remote and grid-edge Australian communities
10.1016/j.enconman.2025.120725 · ExternalCitation · doi-reference
Techno-economic analysis of a hybrid power system based on the cost-effective hydrogen production method for rural electrification, a case study in Iran
10.1016/j.energy.2019.116421 · ExternalCitation · doi-reference
Rural electrification through mini-grids: challenges ahead
10.1016/j.enpol.2019.05.016 · ExternalCitation · doi-reference
A strategy for PV and BESS allocation considering uncertainty based on a modified Henry gas solubility optimizer
10.1016/j.epsr.2020.106886 · ExternalCitation · doi-reference
Techno-economic feasibility of a PV/battery/fuel cell/electrolyzer/biogas hybrid system for energy and hydrogen production in the far north region of Cameroon by using HOMER Pro
10.1016/j.esr.2022.100988 · ExternalCitation · doi-reference
Modelling and techno-economic analysis of standalone SPV/wind hybrid renewable energy system with lead-acid battery technology for rural applications
10.1016/j.est.2022.105742 · ExternalCitation · doi-reference
Achieving universal electrification of rural healthcare facilities in sub-Saharan Africa with decentralized renewable energy technologies
10.1016/j.joule.2021.09.010 · ExternalCitation · doi-reference
Renewable rural electrification: sustainability assessment of mini-hybrid off-grid technological systems in the African context
10.1016/j.renene.2009.03.028 · ExternalCitation · doi-reference
Technical feasibility study on a standalone hybrid solar-wind system with pumped hydro storage for a remote island in Hong Kong
10.1016/j.renene.2014.03.028 · ExternalCitation · doi-reference
Economic evaluation of hybrid energy systems for rural electrification in six geo-political zones of Nigeria
10.1016/j.renene.2015.04.057 · ExternalCitation · doi-reference
Comprehensive exergetic performance assessment and techno-financial optimization of off-grid hybrid renewable configurations with various dispatch strategies and solar tracking systems
10.1016/j.renene.2023.04.018 · ExternalCitation · doi-reference
Techno-economic feasibility of stand-alone hybrid energy systems for a remote Australian community: optimization and sensitivity analysis
10.1016/j.renene.2024.122286 · ExternalCitation · doi-reference
Feasibility design, comparative evaluation, and energy consumption prediction of standalone hybrid energy system for rural electrification in Ghana using machine learning models
10.1016/j.rineng.2025.104269 · ExternalCitation · doi-reference
Optimization in microgrids with hybrid energy systems – a review
10.1016/j.rser.2015.01.059 · ExternalCitation · doi-reference
Electricity for all: the contribution of large-scale planning tools to the energy-access problem
10.1016/j.rser.2019.109624 · ExternalCitation · doi-reference
A state-of-the-art review and bibliometric analysis on the sizing optimization of off-grid hybrid renewable energy systems
10.1016/j.rser.2023.113476 · ExternalCitation · doi-reference
Optimal sizing and techno-economic analysis of grid-connected nanogrid for tropical climates of the Savannah
10.1016/j.scs.2019.101824 · ExternalCitation · doi-reference
A case study of optimal design and techno-economic analysis of an islanded AC microgrid
10.1038/s41598-025-94506-z · ExternalCitation · doi-reference
Machine learning modelling of a nonlinear environmental index with sensitivity analysis for groundwater assessment
10.1038/s41598-026-44906-6 · ExternalCitation · doi-reference
Hybrid energy system design using greedy particle swarm and biogeography-based optimisation
10.1049/iet-rpg.2019.0858 · ExternalCitation · doi-reference
Techno-economic analysis of a hybrid renewable energy system integrated with productive activities in an underdeveloped rural region of eastern Indonesia
10.1093/ce/zkad068 · ExternalCitation · doi-reference
Optimal design of a grid-independent solar-fuel cell-biomass energy system using an enhanced Salp Swarm Algorithm considering rule-based energy management strategy
10.1109/access.2024.3362241 · ExternalCitation · doi-reference
Stochastic energy scheduling in microgrids with intermittent renewable energy resources
10.1109/tsg.2013.2280645 · ExternalCitation · doi-reference
Analysis for the prediction of solar and wind generation in India using ARIMA, linear regression and random forest algorithms
10.1177/0309524x221126742 · ExternalCitation · doi-reference
A critical techno-economic analysis of islanded AC microgrids: a HOMER-based synthesis of global case studies and future pathways
10.21608/mjeer.2026.514856 · ExternalCitation · doi-reference
Assessing the viability of solar and wind energy technologies in semi-arid and arid regions: a case study of Libya's climatic conditions
10.3103/s0003701x24600218 · ExternalCitation · doi-reference
State of the art of machine learning models in energy systems, a systematic review
10.3390/en12071301 · ExternalCitation · doi-reference
Optimal operation of an integrated hybrid renewable energy system with demand-side management in a rural context
10.3390/en15145176 · ExternalCitation · doi-reference
Sizing PV and BESS for grid-connected microgrid resilience: a data-driven hybrid optimization approach
10.3390/en16217300 · ExternalCitation · doi-reference
The potential role of hybrid renewable energy system for grid intermittency problem: a techno-economic optimisation and comparative analysis
10.3390/su142114045 · ExternalCitation · doi-reference
