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Design of stand-alone electrification systems using fuzzy mathematical programming approaches

Authors :
Universitat Politècnica de Catalunya. Doctorat en Cadena de Subministrament i Direcció d'Operacions
Universitat Politècnica de Catalunya. Departament d'Organització d'Empreses
Universitat Politècnica de Catalunya. Departament d'Enginyeria Mecànica
Universitat Politècnica de Catalunya. SCOM - Supply Chain and Operations Management
Galleguillos Pozo, Rosa
Domenech Léga, Bruno
Ferrer Martí, Laia
Pastor Moreno, Rafael
Universitat Politècnica de Catalunya. Doctorat en Cadena de Subministrament i Direcció d'Operacions
Universitat Politècnica de Catalunya. Departament d'Organització d'Empreses
Universitat Politècnica de Catalunya. Departament d'Enginyeria Mecànica
Universitat Politècnica de Catalunya. SCOM - Supply Chain and Operations Management
Galleguillos Pozo, Rosa
Domenech Léga, Bruno
Ferrer Martí, Laia
Pastor Moreno, Rafael
Publication Year :
2021

Abstract

Currently, around 1.1 billion people lack access to electricity, mainly in developing countries. Solar photovoltaic systems can provide electricity, but the design is complex, having to size and site the equipment. Besides, since forecasting consumption habits for newly electrified populations is complex, the estimation of the electricity needs is uncertain. This work addresses, for the first time, demand uncertainty to assist promoters in designing electricity access projects, simultaneously solving the sizing and siting problems, using fuzzy logic. In particular, a mathematical model is proposed, introducing uncertainty through five modelling approaches with different fuzzy logic assumptions: three based on the literature and two novel ones according to the conflicting problem nature (project cost minimisation vs electricity supply maximisation). The five approaches are compared and the new ones obtain solutions achieving a higher satisfaction regarding the cost and electricity supply. Then, the most efficient approach is applied in two Peruvian communities, comparing the solutions with those obtained without uncertainty. The results of the proposal show a better balance between the project cost and the demand supplied. Hence, the proposal can help promoters in developing countries to better design electricity access projects where the demand estimation is complex.<br />Peer Reviewed<br />Postprint (author's final draft)

Details

Database :
OAIster
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1280132027
Document Type :
Electronic Resource