Multi-objective optimization and multi-criteria decision-making methods for optimal design of standalone photovoltaic system: A comprehensive review

HM Ridha, C Gomes, H Hizam, M Ahmadipour… - … and Sustainable Energy …, 2021 - Elsevier
Standalone photovoltaic (SAPV) systems have been considered as promising and fast
development renewable energy sources due to free-noise, easy availability, and low-cost …

A review on sizing methodologies of photovoltaic array and storage battery in a standalone photovoltaic system

T Khatib, IA Ibrahim, A Mohamed - Energy Conversion and Management, 2016 - Elsevier
The reliance of future energy demand on standalone PV system is based on its payback
period and particular electrical grid parity prices. This highlights the importance for optimum …

Optimum battery depth of discharge for off-grid solar PV/battery system

MI Hlal, VK Ramachandaramurthy, A Sarhan… - Journal of Energy …, 2019 - Elsevier
In this paper, we propose a multi-objective optimization model that considers the loss of load
probability (LLP) and the cost of energy (COE) together with the battery life loss cost and the …

Multiple scenarios multi-objective salp swarm optimization for sizing of standalone photovoltaic system

HM Ridha, C Gomes, H Hizam, S Mirjalili - Renewable energy, 2020 - Elsevier
The paper presents a new multiple scenario multi-objective salp swarm optimization (MS-
MOSS) algorithm to optimally size a standalone PV system. An accurate estimation of the …

An integrated multi-objective optimization model for determining the optimal solution in implementing the rooftop photovoltaic system

C Koo, T Hong, M Lee, J Kim - Renewable and Sustainable Energy …, 2016 - Elsevier
The photovoltaic (PV) system has been highlighted as a sustainable clean energy source.
To successfully implement the PV system in a real project, several impact factors should be …

An improved numerical optimization algorithm for sizing and configuration of standalone photo-voltaic system components in Yemen

A Sarhan, H Hizam, N Mariun, ME Ya'acob - Renewable energy, 2019 - Elsevier
This paper presents an improved optimization method for sizing standalone photo-voltaic
(PV) systems. Numerical methods for optimization and configuration of array size, charge …

Photovoltaic and solar disinfection technology meeting the needs of water and electricity of a typical household in developing countries: From a Solar Home System to …

M Vivar, M Fuentes, N Pichel, A López-Vargas… - Science of The Total …, 2020 - Elsevier
A novel SolWat system designed exclusively as a Solar Home System that also meets the
drinking water access in a family of a rural community in a developing country has been …

Grasshopper optimization algorithm for parameter estimation of photovoltaic modules based on the single diode model

J Montano, AF Tobón, JP Villegas… - International Journal of …, 2020 - Springer
This paper presents an accurate application of the Grasshopper Optimization Algorithm
(GOA) for estimating the optimal parameters of the single diode model (SDM) of a …

Optimum design of a standalone solar photovoltaic system based on novel integration of iterative-PESA-II and AHP-VIKOR methods

HM Ridha, C Gomes, H Hizam, M Ahmadipour… - Processes, 2020 - mdpi.com
Solar energy is considered one of the most important renewable energy resources, and can
be used to power a stand-alone photovoltaic (SAPV) system for supplying electricity in a …

Optimal design of standalone photovoltaic system based on multi-objective particle swarm optimization: a case study of Malaysia

H Mohammed Ridha, C Gomes, H Hizam… - Processes, 2020 - mdpi.com
This paper presents a multi-objective particle swarm optimization (MOPSO) method for
optimal sizing of the standalone photovoltaic (SAPV) systems. Loss of load probability (LLP) …