Citation: Gawlik, R.; Siwiec, D.;
Pacana, A. Quality–Cost–Environment
Assessment of Sustainable
Manufacturing of Photovoltaic
Panels. Energies 2024, 17, 1522.
https://doi.org/10.3390/en17071522
Academic Editor: Ignacio Mauleón
Received: 16 February 2024
Revised: 12 March 2024
Accepted: 21 March 2024
Published: 22 March 2024
Copyright: © 2024 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
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Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
energies
Article
Quality–Cost–Environment Assessment of Sustainable
Manufacturing of Photovoltaic Panels
Remigiusz Gawlik
1,2
, Dominika Siwiec
3,
* and Andrzej Pacana
3
1
Department of Public Management, Institute of Public Policy and Administration, College of Public Economy
and Administration, Krakow University of Economics, ul. Rakowicka 27, 31-510 Krakow, Poland;
remigiusz.gawlik@uek.krakow.pl
2
NWU Business School, North-West University, Potchefstroom 2531, South Africa
3
Faculty of Mechanical Engineering and Aeronautics, Rzeszow University of Technology, Al. Powstancow
Warszawy 12, 35-959 Rzeszow, Poland; app@prz.edu.pl
* Correspondence: d.siwiec@prz.edu.pl
Abstract: This paper aims to develop an integrated Quality–Cost–Environmental (QCE) indicator for
the selection of photovoltaic panels (PVps) offered to customers, considering the following criteria:
(i) quality satisfaction; (ii) cost-effectiveness; and (iii) environmental impact throughout the life cycle.
The proposed QCE indicator was developed within a framework that incorporated an FAHP (Fuzzy
Analytic Hierarchy Process), cost-effectiveness analysis (CEA), and life cycle assessment (LCA). The
model test confirmed its effectiveness in choosing a PVp which combines environmental friendliness
throughout its entire life cycle with satisfactory quality and a reasonable purchase price for customers.
The proposed model can be utilized by individuals, businesses, and public entities for the selection
of high-quality, cost-efficient, and environmentally friendly PVps—thereby promoting sustainable
development.
Keywords: photovoltaic panel; quality; sustainable development; LCA; FAHP; production
management; mechanical engineering; production engineering; public management
1. Introduction
Climate change is drawing increasing attention to measures that mitigate negative
environmental impacts [1]. One significant action to address climate issues is improving
energy efficiency, as by 2030, it is necessary to increase its efficiency by at least 32.5% [2,3].
Excessive energy consumption, particularly noticeable in households, contributes to this
challenge. In 2022, the global electricity sector recorded a consumption of over 13000 TWh
in households, increasing by approximately 3000 TWh every five years [4,5]. Renewable
energy sources (RESs), i.e., solar, wind, water, biomass, etc., are vital for addressing this
issue [6,7]. However, variable weather conditions and high investment costs for RES
installations hinder their widespread adoption, especially among customers (mainly house-
holds) [8]. Additionally, storing excess energy during surplus hours, redistributing during
shortage hours, and potentially minimizing differences in the annual cycle (due to seasons)
pose challenges. Therefore, it is crucial to develop green energy production devices that
meet customer expectations about price and quality while minimizing the environmental
impact throughout their life cycle. Hence, the proper planning and implementation of
actions are essential [9], including analyzing and developing energy consumption patterns
in households, considering customer needs [10], cost analysis, and environmental protec-
tion. These aspects play a key role in shaping demand-related policies and sustainable
development initiatives [11].
Photovoltaic panels (PVps) are a popular source of renewable energy [12]. These
panels do not produce greenhouse gases during operation and use, utilizing energy flow
from the environment [13]. Recognized for their key role in improving electrical energy
Energies 2024, 17, 1522. https://doi.org/10.3390/en17071522 https://www.mdpi.com/journal/energies