Multi-objective optimization of sustainable biomass supply chain network design

Durmaz, Yeşim Gital; Bilgen, Bilge

doi:10.1016/j.apenergy.2020.115259

Cited by 73 publications

(26 citation statements)

References 27 publications

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“…The augmented ε-constraint method was employed for solving these problems. Durmaz et al [31] studied sustainable biomass supply chain network design problem and proposed multi-objective mixed integer linear programming model. The model incorporates the two objective functions of maximization of the profit, and minimization of total distance between poultry farms and biogas facilities.…”

Section: Multi-objective Solution Methodsmentioning

confidence: 99%

Optimization of Location-Routing for the Waste Household Appliances Recycling Logistics under the Uncertain Condition

et al. 2022

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Waste household appliances and electronic products usually contain harmful substances which need scientific and reasonable collection, classification, processing, recovery and disposal to achieve sustainable and effective recycling and utilization. In recent years, due to the poor management of waste household appliances recycling logistics system, safety accidents occur frequently, which seriously harm the health and life safety of the society. This paper studies the risk management of recycling waste household appliances under uncertain conditions and establishes a risk measurement model under fuzzy population density. Considering the multi-stage and classification diversity of waste household appliances recycling logistics, the multi-objective location routing model and location -routing model are established respectively. Based on the model complexity analysis, the solution method of multi-objective model is designed. Finally, the validity of the model and algorithm is verified by examples and tests.

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Section: Multi-objective Solution Methodsmentioning

confidence: 99%

Optimization of Location-Routing for the Waste Household Appliances Recycling Logistics under the Uncertain Condition

et al. 2022

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“…In some studies in the literature, different mathematical approaches have been used together. For example, [32] proposed a multi-objective mixed integer linear mathematical model to integrate GIS and AHP techniques for biomass supply chain design. First of all, candidate facilities were determined with GIS.…”

Section: Literature Reviewmentioning

confidence: 99%

A research on mathematical model approaches in biomass supply chain

MUTLU

2024

Sigma J Eng Nat Sci - Sigma Müh Fen Bil Derg

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Nowadays, Energy has become one of the most important issues. Negative environmental effects of fossil fuels lead countries to use renewable and sustainable energy sources day by day. In addition, energy supply and security have been an motivator factor in this field. This study focus on biomass that renewable and sustainable energy source. According to studies in literature, energy production from biomass resource less than other energy sources. The most important reason for this is the logistics costs. Therefore, biomass supply chain optimization is an important issue. In this study, mathematical models of biomass supply chain are reviewed. When the studies are evaluated, there are three approaches in modeling biomass supply chains. These approaches are as follows: 1) Collection and Distirubiton, 2) Selection, 3) Clustering. In additon, researchers generally focus on single-aim mixed integer mathematical models. However, recently, it is seen that there are multi-aim models in the literature for minimizing emissions as well as supply chain costs. In this study, general information about biomass and biomass supply chain, studies of in this area, mathematical models, details of published papers are given. Objective functions, cost/income items, methods of these models are discussed in detail.

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“…Equations ( 29)-( 31) relate to the amount of energy produced. Equation (30) indicates the amount of electricity generated in the biogas plant, Equation (31) indicates the amount of biodiesel produced from algae, and Equation (32) indicates the amount of biodiesel produced from Jatropha.…”

Section:   ( )mentioning

confidence: 99%

“…Equations ( 32)-( 37) refer to microalgae production conditions. Equation (32) shows that the water supply required for microalgae production makes it viable to use only one of the two types of raw or saline water. 21 Equation (33) shows the water supply required for algae cultivation, which can be provided from raw water, saline, or wastewater.…”

Section:   ( )mentioning

confidence: 99%

A sustainable network design of a hybrid biomass supply chain by considering the water–energy–carbon nexus

Rasekh

Hamidzadeh

Sahebi

et al. 2022

Energy Science & Engineering

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Nowadays, with population growth, rising global energy demand, increasing water consumption, carbon emissions, and excessive use of fossil fuels, the world faces a major challenge. Biomass is one of the most attractive sources of energy production, with positive effects on the economy, environment, and society, which can decrease the world's reliance on fossil fuels and deal with this universal challenge. Consequently, the biomass supply chain network design has received more attention in recent decades. Since energy and water are two significant sources for society's sustainable development and carbon emissions are essential for environmental health, the study of the water-energy-carbon (WEC) nexus is essential. In this study, a multiobjective multiperiod model for designing a sustainable supply chain network based on hybrid second-generation (i.e., Jatropha, agricultural waste, and animal waste) and third-generation (i.e., microalgae) biomasses is presented. The proposed multiobjective model consists of five objective functions that maximize the total energy produced and the number of jobs created and minimize the total water consumed, carbon emitted, and total costs. Case study results demonstrate the performance of the model utilizing the MINMAX goal programming approach. Based on the results, energy production from Jatropha is more appropriate in comparison with energy production from microalgae, agriculture waste, and animal waste. The findings also show that the proposed model in this research considering the WEC nexus performs significantly better than the classical model without considering the WEC nexus.

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Multi-objective optimization of sustainable biomass supply chain network design

Cited by 73 publications

References 27 publications

Optimization of Location-Routing for the Waste Household Appliances Recycling Logistics under the Uncertain Condition

Optimization of Location-Routing for the Waste Household Appliances Recycling Logistics under the Uncertain Condition

A research on mathematical model approaches in biomass supply chain

A sustainable network design of a hybrid biomass supply chain by considering the water–energy–carbon nexus

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