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Open AccessJournal ArticleDOI

The Use of Prospect Theory for Energy Sustainable Industry 4.0

Aldona Kluczek, +2 more
- 17 Nov 2021 - 
- Vol. 14, Iss: 22, pp 7694
TLDR
In this article, an approach for decision making on energy investment has been developed, which uses a fuzzy analytical hierarchy process for weighting the evaluation sub-criteria of energy technologies and a modified prospect theory for making decisions related to the selection of one of the investigated technologies.
Abstract
Industry 4.0 challenges facilities entrepreneurs to be competitive in the market in terms of energy by rational decision making. The goal of the paper is aimed at introducing Prospect Theory (PT) in Industry 4.0 for making decisions in order to select an optimal energy technology. To reach this goal, an approach for decision making on energy investment has been developed. In this paper, the authors have also provided a new opportunity to apply the new decision making method for strengthening Industry 4.0 by addressing energy concerns based on which rational decisions have been made. The study uses a fuzzy analytical hierarchy process for weighting the evaluation sub-criteria of energy technologies and a modified PT for making decisions related to the selection of one of the investigated technologies. The results show that it is possible to implement PT in Industry 4.0 via a decision making model for energy sustainability. Decision probability was achieved using a behavioral approach akin to Cumulative Prospect Theory (CPT) for the considered technology options. More specifically, the probability has created the same threshold-based decision possibilities. The authors used the case study method based on a company located in North America which produces hardwood lumber. The company uses a heating system containing natural gas-fired boilers. This study has also contributed to the literature on energy sustainable Industry 4.0 by demonstrating a new phenomenon/paradigm for energy sustainability-based Industry 4.0 through using PT. In this context, the main motivation of writing the article has been to promote energy sustainability via complex mechanisms and systems that involve interrelated functions.

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Citations
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Energy Decision Making: Problems, Methods, and Tools—An Overview

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Integrated Estimation of a Cyber-Physical System’s Sustainability

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Smart grid reliability evaluation and assessment

Ibrahim Mashal
- 08 Mar 2022 - 
TL;DR: In this paper , a fuzzy analytic hierarchy process based on the triangular fuzzy numbers is proposed to investigate and identify criteria that influence smart grid reliability from the perspective of users, including big data management, communication system and system characteristics aspects.
References
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Journal ArticleDOI

Advances in prospect theory: cumulative representation of uncertainty

TL;DR: Cumulative prospect theory as discussed by the authors applies to uncertain as well as to risky prospects with any number of outcomes, and it allows different weighting functions for gains and for losses, and two principles, diminishing sensitivity and loss aversion, are invoked to explain the characteristic curvature of the value function and the weighting function.
Journal ArticleDOI

Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications

TL;DR: An overview of the Internet of Things with emphasis on enabling technologies, protocols, and application issues, and some of the key IoT challenges presented in the recent literature are provided and a summary of related research work is provided.
Journal ArticleDOI

The theory of decision making.

TL;DR: This literature review of decision making (how people make choices among desirable alternatives), culled from the disciplines of psychology, economics, and mathematics, covers the theory of riskless choices, the application of the theory to welfare economics,The theory of risky choices, transitivity of choices, and the theories of games and statistical decision functions.
Journal ArticleDOI

Opportunities of Sustainable Manufacturing in Industry 4.0

TL;DR: In this article, the authors present a state-of-the-art review of Industry 4.0 based on recent developments in research and practice, and present an overview of different opportunities for sustainable manufacturing in Industry 5.0.
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