A stochastic multi-objective closed-loop global supply chain concerning waste management: a case study of the tire industry

Ghasemzadeh, Zahra; Sadeghieh, Ahmad; Shishebori, Davood

doi:10.1007/s10668-020-00847-2

Cited by 25 publications

(15 citation statements)

References 28 publications

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“…ELT treatment and improvement of environmental conditions are some of the most important concerns of sustainable business (Sadiktsis et al 2012 ; Ghasemzadeh et al 2020 ). In practice, four types of ELT treatment are applied: pyrolysis, recycling, retreading, and energy recovery.…”

Section: Resultsmentioning

confidence: 99%

“…In the years ahead, Abdolazimi et al ( 2020 ) proposed a three-objective MILP model for the selection of ELT suppliers for recycling plants based on the time delivery, total profit, and environmental impact. Ghasemzadeh et al ( 2020 ) established MILP formulations for real-life CLSC applications in the Iranian tire industry. Nowakowski and Król ( 2020 ) assessed possible scenarios of ELT collection and transportation in Poland including their processing like cutting, baling, and packing.…”

Section: Resultsmentioning

confidence: 99%

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End-of-life tire management: a critical review

Dabić-Miletić

Šimić

Karagöz

2021

Environ Sci Pollut Res

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Environmental and social awareness are the key elements of the sustainable tire industry. End-of-life tire (ELT) waste flow is an important environmental problem worldwide since it produces severe air, water, and soil pollution issues. Significant advancements have been made in ELT management in the last few years. As a result, ELTs should not only be regarded as waste but also as a source of environmentally friendly materials. Besides, sound ELT management has vital importance for circular economy and sustainable development. Over the last decade, ELT management has attracted many researchers and practitioners. Unfortunately, a comprehensive review of the ELT management area is still missing. This study presents the first critical review of the whole ELT management area. It aims to present an extensive content analysis overview of state-of-the-art research, provide its critical analysis, highlight major gaps, and propose the most significant research directions. A total of 151 peer-reviewed studies published in the journals between 2010–2020 are collected, analyzed, categorized, and critically reviewed. This review study redounds comprehensive insights, a valuable source of references, and major opportunities for researchers and practitioners interested in not only ELT material flow but also the whole waste management area. Graphical abstract

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Section: Resultsmentioning

confidence: 99%

Section: Resultsmentioning

confidence: 99%

End-of-life tire management: a critical review

Dabić-Miletić

Šimić

Karagöz

2021

Environ Sci Pollut Res

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“…Then optimized and improved the entire system through qualitative analysis and quantitative research methods, and proposed suggestions and strategies for the sustainable development of medical waste management system (Alagöz & Kocasoy, 2008a , 2008b ; Birpınar et al, 2009 ; Chaerul et al, 2008 ; Longe, 2012 ; Marinković et al, 2008 ; Mentzelou et al, 2009 ; Mmereki et al, 2017 ; Rolewicz-Kalińska, 2016 ; Sawalem et al, 2009 ; Tsakona et al, 2007 ; Voudrias & Graikos, 2014 ; Walery, 2014 ). Recently, Ghasemzadeh et al ( 2021 ) developed a mixed-integer linear programming model to minimize Eco-indicator 99 (environmental index) in the supply chain network of tires in order to improve environmental conditions concerned with waste tires.…”

Section: Detailed Analysis Of the Contentmentioning

confidence: 99%

Reverse logistics research of municipal hazardous waste: a literature review

Xin

Wang

et al. 2021

Environ Dev Sustain

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The reverse logistics of municipal hazardous waste (RLMHW) have received close attention from researchers and practitioners alike, given the essential impact of safe transportation and effective management of hazardous waste on public health and environmental sustainability. There are a great number of studies in the extant literature on RLMHW, with many and diverse research topics; however, a concise and complete overview of the research works already conducted in this particular area is conspicuous by its absence. This paper strives to fill the gap through the conduct of rigorous systematic literature review of RLMHW in the past three decades, and then establish a framework of studies on RLMHW. The main contributions of this study are as follows: (1) to identify the trend of journals publishing research papers on RLMHW; (2) to extract the main topics in studies on RLMHW; (3) to locate the most popular research areas of RLMHW; (4) to summarize the methods adopted in studies on RLMHW; (5) to identify research deficiencies in certain categories of RLMHW; and (6) to establish the future research directions of RLMHW. The main implications of the study are to offer a better understanding of RLMHW by systematic crystallization of archival data in a systematic chronological order across central issues. This study contributes to scholarly debate in this field by serving as a snapshot paper to document the development of the field and gives input to policymakers in process design and policy making in the domain of RLMHW.

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“…Multi-choice goal approach was used to solve the model because their approach allowed decision-makers to set an aspiration level for each objective function and minimized the unneeded deviations from the aspiration levels. Ghasemzadeh et al [26] proposed a MILP model to study the CLSC design for the tire industry. Two objective functions were considered: maximizing profit and minimizing eco-indicator 99.…”

Section: Uncertainty In Clsc Designmentioning

confidence: 99%

“…It gets this quantity from part supplier, n, and from a refurbishment center, q, to produce one unit of product. This quantity can be calculated as stated in Equation (26).…”

Section: Reversed Loop Costmentioning

confidence: 99%

Sustainable Design of a Multi-Echelon Closed Loop Supply Chain under Uncertainty for Durable Products

2021

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The increased awareness of environmental sustainability has led to increasing attention to closed loop supply chains (CLSC). The main objective of the CLSC is to capture values from end-of-life (EOL) products in a way that ensures a business to be economically and environmentally sustainable. The challenge is the complexity that occurrs due to closing the loop. At the same time, considering stochastic variables will increase the realism of the obtained results as well as the complexity of the model. This study aims to design a CLSC for durable products using a multistage stochastic model in mixed-integer linear programming (MILP) while considering uncertainty in demand, return rate, and return quality. Demand was described by a normal distribution whereas return rate and return quality were represented by a set of discrete possible outcomes with a specific probability. The objective function was to maximize the profit in a multi-period and multi-echelon CLSC. The multistage stochastic model was tested on a real case study at an air-conditioning company. The computational results identified which facilities should be opened in the reversed loop to optimize profit. The results showed that the CLSC resulted in a reduction in purchasing costs by 52%, an annual savings of 831,150 USD, and extra annual revenue of 5459 USD from selling raw material at a material market. However, the transportation cost increased by an additional annual cost of 6457 USD, and the various recovery processes costs were annually about 152,897 USD. By running the model for nine years, the breakeven point will be after three years of establishing the CLSC and after the annual profit increases by 1.92%. In conclusion, the results of this research provide valuable analysis that may support decision-makers in supply chain planning regarding the feasibility of converting the forward chain to closed loop supply chain for durable products.

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A stochastic multi-objective closed-loop global supply chain concerning waste management: a case study of the tire industry

Cited by 25 publications

References 28 publications

End-of-life tire management: a critical review

End-of-life tire management: a critical review

Reverse logistics research of municipal hazardous waste: a literature review

Sustainable Design of a Multi-Echelon Closed Loop Supply Chain under Uncertainty for Durable Products

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