Decentralized Decision System for Closed-Loop Supply Chain: A Bi-Level Multi-Objective Risk-Based Robust Optimization Approach

Golpîra, Hêriş; Javanmardan, Ahvan

doi:10.1016/j.compchemeng.2021.107472

Cited by 29 publications

(5 citation statements)

References 141 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Since RO is employed to deal with the uncertainty of input presented in deterministic models, it is utilized as an alternative approach that immunizes uncertain parameters (Gholizadeh et al 2020a, b;Solgi et al 2021). Golpîra and Javanmardan (2021) employed a robust LP model to design a decentralized CLSC. This model was formulated as bi-level and under uncertain conditions.…”

Section: Introductionmentioning

confidence: 99%

RETRACTED ARTICLE: A hybrid model for robust design of sustainable closed-loop supply chain in lead-acid battery industry

Ghalandari

Amirkhan

Amoozad-Khalili

2022

Environ Sci Pollut Res

View full text Add to dashboard Cite

Considering supply chain efficiency during the network design process significantly affect chain performance improvement. In this paper, the design process of a sustainable lead-acid battery supply chain network was addressed. Because the design of such networks always involves great computational complexity, in the present study, a two-stage model was proposed to overcome this issue. In the first stage, candidate sites of recycling centers were identified using data envelopment analysis (DEA) and based on their efficiency scores. Unlike the previous studies, not only economic criteria but also technical and geographical criteria were employed to select these locations. In the second stage, a bi-objective programming model was developed to simultaneously determine the tactical and strategic decisions of the chain. Since some data was subject to uncertainty, a robust possibilistic approach was presented. The model ensures that the resulting structure for the chain will be robust to noise and disturbance in parameters. A life cycle assessment model based on the ReCiPe 2008 method was developed in SimaPro software. To evaluate the applicability of the presented method, a case study in the automotive industry was used. The results of implementing the DEA method showed that from among 23 available locations, 11 potential places were selected for construct recycling centers. The final results showed that the inappropriate potential locations of recycling centers were eliminated, and the complexity of the mathematical model proposed in the second stage was reduced. The obtained results of environmental protection costs revealed that this criterion changed from 0 to 8,333,874,332. Moreover, the first objective function resulted in a centralized network to minimize costs, and in contrast, the second objective function tended to decentralize the network to minimize environmental impacts.

show abstract

Section: Introductionmentioning

confidence: 99%

RETRACTED ARTICLE: A hybrid model for robust design of sustainable closed-loop supply chain in lead-acid battery industry

Ghalandari

Amirkhan

Amoozad-Khalili

2022

Environ Sci Pollut Res

View full text Add to dashboard Cite

show abstract

“…One of the methods in solving multi-objective problems is LP-Metric, which is performed using GAMS. In this method, all objective functions can be converted into one function regardless of their scales, and this is one of the reasons for its practicality [19]. This method minimizes the deviation of each objective function from its optimal point.…”

Section: Lp-metric Methodsmentioning

confidence: 99%

Long‐term and multi‐objective maintenance scheduling of medium voltage overhead lines based on LP metric method

Moghadam,

Bagheri,

Salemi

et al. 2024

IET Generation Trans & Dist

View full text Add to dashboard Cite

Planning maintenance of medium voltage overhead lines is one of the most important issues in the studies on power distribution network, which will prevent and reduce unwanted interruption. In this paper, long‐term maintenance of medium voltage networks was planned by multi‐objective function, including an extended mixed‐integer linear model to optimize costs, energy not supplied (ENS), and average interruption duration index (SAIDI). In addition, the uncertainty about the annual growth rate of the load, the increase in the cost of goods and services and the increase in the selling price of energy as well as various constraints are all included in the desired objective function, which is one of the main innovations of this paper compared to other published studies. To apply the uncertainties, information gap decision theory (IGDT) has been used, and to solve the objective functions, LP‐Metric method has been used. The proposed method was implemented on the standard 11‐bus RBTS network by MATLAB and GAMS. The results showed that three different long‐term maintenance plans proposed here lead to the optimization of the annual maintenance costs of network, reduction in ENS and interruption, and increase in the reliability of the network based on the uncertainty of each feeder.

show abstract

“…This indicates that fishermen's welfare has decreased, forcing people to change profession. Therefore, to achieve the main goals of increasing social responsibility, reducing the number of unemployed, and increasing profits in the surrounding environment (Golpîra & Javanmardan, 2021), it is necessary to consider social dimensions such as the number of opportunities for fixed jobs and non-local (variable) jobs in order to maximize balanced social, economic/community development, and good labor practices (Sadghiani et al, 2015).…”

Section: Social-economic and Environmental Impacts For A Fish Reverse...mentioning

confidence: 99%

“…Based on their model, which considers the economic, environmental, and social aspects of sustainability, the optimal values for the flows of used, remanufactured, recycled, and reusable parts were effectively determined. Golpîra & Javanmardan (2021) proposed a mathematical model based on novel robust risk-based mixed-integer linear programming (MILP). The model was used to design a decentralized closed-loop supply chain.…”

Section: Research Gapmentioning

confidence: 99%

Social-Economic and Environment Impacts for a Fish Reverse Supply Chain: A Mixed Integer Linear Optimization Approach

Vanany

Wangsa

Savitri

et al. 2023

Preprint

View full text Add to dashboard Cite

This study contributes to the fish reverse supply chain due to lack of social-economic and environmental impacts. This study aims to develop a mathematical model for fish reverse supply chain with multi-echelons, multi-products, and multi-periods considering the social-economic (job opportunities and profit) and environmental (carbon emissions) impacts through mixed-integer linear programming (MILP). The proposed model provides social-economic insight for governments to understand the increasing of job opportunities if fish gelatin and powder industries can process fish waste (fish bones and skin). The managerial insight for fish processing industries to increase profit and reduce carbon emission in production, transportation, and warehouse. A sensitivity analysis is illustrated to show that the supply of raw fish, selling prices, and purchasing costs are sensitive to total profit, carbon emissions, and job opportunities. The results show that the total profit for five months is IDR 21,779,378,445 and the largest contribution to the total cost is the costs of purchasing, emission costs, and production costs, which are 44.04%; 23.7%; and 18.2%, respectively.

show abstract

Decentralized Decision System for Closed-Loop Supply Chain: A Bi-Level Multi-Objective Risk-Based Robust Optimization Approach

Cited by 29 publications

References 141 publications

RETRACTED ARTICLE: A hybrid model for robust design of sustainable closed-loop supply chain in lead-acid battery industry

RETRACTED ARTICLE: A hybrid model for robust design of sustainable closed-loop supply chain in lead-acid battery industry

Long‐term and multi‐objective maintenance scheduling of medium voltage overhead lines based on LP metric method

Social-Economic and Environment Impacts for a Fish Reverse Supply Chain: A Mixed Integer Linear Optimization Approach

Contact Info

Product

Resources

About