Optimization of the sustainable food supply chain with integrative data envelopment analysis approach

被引:13
|
作者
Nannar, Siwaporn [1 ]
Sindhuchao, Sombat [2 ]
Chaiyaphan, Chewaphorn [3 ]
Ransikarbum, Kasin [2 ]
机构
[1] Surindra Rajabhat Univ, Dept Ind Technol, Surin, Thailand
[2] Ubon Ratchathani Univ, Dept Ind Engn, Ubon Ratchathani, Thailand
[3] Thai Nichi Inst Technol, Dept Logist & Supply Chain Management, Bangkok, Thailand
关键词
Food supply chain; sustainability; data envelopment analysis; multi-objective Programming; non-preemptive method; PERISHABLE PRODUCTS; MANAGEMENT; DESIGN;
D O I
10.1080/17509653.2024.2317479
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this study, the supply chain system of the food supply chain (FSC) is assessed. Initially, the operations of farmers are examined using the Data Envelopment Analysis (DEA) technique. Then, locations of relatively efficient farmers are used as potential collection sites for the distribution at the downstream operations. Next, the Multi-Objective Optimization Model is proposed to examine location and distribution channels under the sustainability paradigm. That is, the economic criterion is primarily considered by focusing on minimizing the total supply cost. The social criterion is next deliberated by evaluating the equality aspect of farmers for the fair proportion of vegetable supply. Then, the environmental criterion is incorporated by assessing the CO2 emissions of food transportation activity. Additionally, a trade-off analysis is analyzed to investigate the conflicting behavior of model using the Non-Preemptive Programming method. The sensitivity analysis is further examined by varying the time-requirement parameter to verify the model functionalities. Finally, the regional case study in Thailand based on the food supply data is applied to validate the model. Given that farmers are distant from diverse locations, the results of our study can provide a strategic choice for key decision-makers in the FSC network under sustainability consideration.
引用
收藏
页码:278 / 293
页数:16
相关论文
共 50 条
  • [31] Efficiency Optimization for Operational Performance in Green Supply Chain Sourcing Using Data Envelopment Analysis: An Empirical Study
    Ransikarbum, Kasin
    Chaiyaphan, Chewaphorn
    Suksee, Siwaporn
    Sinthuchao, Sombat
    PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON COMPUTING AND INFORMATION TECHNOLOGY (IC2IT 2022), 2022, 453 : 152 - 162
  • [32] Sustainable food supply chain management
    Li, Dong
    Wang, Xiaojun
    Chan, Hing Kai
    Manzini, Riccardo
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2014, 152 : 1 - 8
  • [33] Cold Chain Energy Analysis for Sustainable Food and Beverage Supply
    Marchi, Beatrice
    Zanoni, Simone
    SUSTAINABILITY, 2022, 14 (18)
  • [34] Sustainable Food Supply Chain Management Implementation Using DEMATEL Approach
    Sharma, Yogesh Kumar
    Mangla, Sachin Kumar
    Patil, Pravin P.
    Uniyal, Surbhi
    ADVANCES IN HEALTH AND ENVIRONMENT SAFETY, 2018, : 115 - 125
  • [35] Improving Food Supply Chain Management by a Sustainable Approach to Supplier Evaluation
    Segura, Marina
    Maroto, Concepcion
    Segura, Baldomero
    Casas-Rosal, Jose Carlos
    MATHEMATICS, 2020, 8 (11) : 1 - 23
  • [36] A hierarchical data architecture for sustainable food supply chain management and planning
    Accorsi, Riccardo
    Cholette, Susan
    Manzini, Riccardo
    Tufano, Alessandro
    JOURNAL OF CLEANER PRODUCTION, 2018, 203 : 1039 - 1054
  • [37] Assessing the efficiency of supply chain scheduling algorithms using data envelopment analysis
    Ching-Chin Chern
    Tzi-Yuan Chou
    Bo Hsiao
    Information Systems and e-Business Management, 2016, 14 : 823 - 856
  • [38] Assessing the efficiency of supply chain scheduling algorithms using data envelopment analysis
    Chern, Ching-Chin
    Chou, Tzi-Yuan
    Hsiao, Bo
    INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT, 2016, 14 (04) : 823 - 856
  • [39] SELECTING THE BEST SUPPLY CHAIN BY GOAL PROGRAMMING AND NETWORK DATA ENVELOPMENT ANALYSIS
    Yousefi, Saeed
    Shabanpour, Hadi
    Saen, Reza Farzipoor
    RAIRO-OPERATIONS RESEARCH, 2015, 49 (03) : 601 - 617
  • [40] Partner selection for supply chain collaboration: New data envelopment analysis models
    Liu, Lili
    Ang, Sheng
    Yang, Feng
    Zhang, Xiaoqi
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2025, 132