Uncertain remanufacturing reverse logistics network design in industry 5.0: Opportunities and challenges of digitalization

Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 133, P. 108578 - 108578

Published: May 11, 2024

Remanufacturing, a crucial step of reverse logistics, focuses on restoring or enhancing the functionality waste products. The challenge in planning an effective remanufacturing logistics system lies uncertainties from various sources. In addition, evolving industrial landscape Industry 5.0 necessitates adaptability to technological advancements. This paper proposes integrated and digitalized architecture for uncertain network design. A fuzzy optimization model is first formulated identify potential configurations under varying demand-satisfying capacity constraints. These solutions are automatically converted assessed dynamic simulation environment with practical operational logic set real-world scenarios. Numerical experiments performed validate method show advantages integrating digital platform strategic planning. results, built upon previous research, indicate that while initial investments technology might be substantial, they may lead long-term reductions both costs emissions. Moreover, collaborative decision-making essential mitigate disruptions cascading effects. Our research contributes development novel decision-support underscores role digitalization future smart sustainable

Language: Английский

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A novel multi-objective optimization model for designing a reverse supply chain network

Journal of Cleaner Production, Journal Year: 2025, Volume and Issue: unknown, P. 145249 - 145249

Published: March 1, 2025

Language: Английский

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A Deep Learning Approach for Cost-Effective and Environmentally Sustainable Waste Transportation Systems in Developing Countries

Journal of Cleaner Production, Journal Year: 2025, Volume and Issue: unknown, P. 145314 - 145314

Published: March 1, 2025

Language: Английский

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Fuzzy-stochastic distributional robust approach for microalgae -based bio-plastic supply chain with new sustainability aspects

Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: unknown, P. 143630 - 143630

Published: Sept. 1, 2024

Language: Английский

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Circular–Sustainable–Reliable Waste Management System Design: A Possibilistic Multi-Objective Mixed-Integer Linear Programming Model

Systems, Journal Year: 2024, Volume and Issue: 12(10), P. 435 - 435

Published: Oct. 16, 2024

Waste management involves the systematic collection, transportation, processing, and treatment of waste materials generated by human activities. It entails a variety strategies technologies to diminish environmental impacts, protect public health, conserve resources. Consequently, providing an effective comprehensive optimization approach plays critical role in minimizing generation, maximizing recycling reuse, safely disposing waste. This work develops novel Possibilistic Multi-Objective Mixed-Integer Linear Programming (PMOMILP) model order formulate problem design circular–sustainable–reliable network, under uncertainty. The possibility recovery are considered across incineration disposal processes address main circular-economy principles. objectives sustainable development throughout total cost, impact, reliability Management System (WMS). Lp-metric technique is then implemented into tackle multi-objectiveness. Several benchmarks adapted from literature validate efficacy proposed methodology, treated CPLEX solver/GAMS software less than 174.70 s, on average. Moreover, set sensitivity analyses performed appraise different scenarios explore utilitarian managerial implications decision aids. demonstrated that configured WMS network highly sensitive specific time period wherein does not fail.

Language: Английский

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Involving Communities in Green Energy-Powered Sustainable Transportation Solutions

Advances in civil and industrial engineering book series, Journal Year: 2024, Volume and Issue: unknown, P. 128 - 156

Published: June 30, 2024

Sustainable transportation encompasses low- and zero-emission, energy-efficient, cost-effective modes of transportation, such as domestic fuels electric alternative-fuel cars. For a number reasons, community involvement is crucial to the long-term viability success projects. First foremost, communities bear direct cost pollution, traffic, infrastructure growth result networks. Communities' distinct viewpoints, needs, concerns may be addressed by including them in decision-making processes. This assures that programs are adapted local settings well-received locals. Additionally, encourages people feel empowered control their lives, which inspires take an active role support sustainable initiatives. In proposed system, bio genset produces 12,571.500MWh energy per year, generic flat plate PV 1,685.699 MWh providing total 14,257.199MWh year.

Language: Английский

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Quantification of social metrics for use in optimization: An application to solid waste management

Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: unknown, P. 144111 - 144111

Published: Oct. 1, 2024

Language: Английский

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