IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i3p868-d136955.html
   My bibliography  Save this article

A Hybrid of Multi-Objective Optimization and System Dynamics Simulation for Straw-to-Electricity Supply Chain Management under the Belt and Road Initiatives

Author

Listed:
  • Yiyun Liu

    (Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China)

  • Rui Zhao

    (Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China
    Sichuan Province Cyclic Economy Research Centre, Southwest University of Science and Technology, Mianyang 621010, China)

  • Kuo-Jui Wu

    (School of Business, Dalian University of Technology, Panjin 124221, China)

  • Tao Huang

    (Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China)

  • Anthony S. F. Chiu

    (Department of Industrial Engineering, De La Salle University, Manila 1004, Philippines)

  • Chenyi Cai

    (Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China)

Abstract

The Belt and Road Initiative (BRI) provides immense opportunities for agro-waste utilization among countries situated along the routes. However, there is a lack of design of motivational mechanisms to put it into managerial practice. This study uses agro-straw as the typical agro-waste to structure a hybrid of multi-objective optimization and system dynamics simulation for optimizing the structure of straw-to-electricity supply chain and designing motivational mechanisms to enhance its sustainability. Since existing studies on the design of motivation mechanisms mainly stressed static motivation, two different dynamic subsidy mechanisms are devised in this study to facilitate the stable collaboration among stakeholders involved in the supply chain. A case study is provided to demonstrate the hybrid method. Discussion about the limitations of the study lays the foundation for further improvement.

Suggested Citation

  • Yiyun Liu & Rui Zhao & Kuo-Jui Wu & Tao Huang & Anthony S. F. Chiu & Chenyi Cai, 2018. "A Hybrid of Multi-Objective Optimization and System Dynamics Simulation for Straw-to-Electricity Supply Chain Management under the Belt and Road Initiatives," Sustainability, MDPI, vol. 10(3), pages 1-17, March.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:3:p:868-:d:136955
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/3/868/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/10/3/868/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sadok Turki & Stanislav Didukh & Christophe Sauvey & Nidhal Rezg, 2017. "Optimization and Analysis of a Manufacturing–Remanufacturing–Transport–Warehousing System within a Closed-Loop Supply Chain," Sustainability, MDPI, vol. 9(4), pages 1-20, April.
    2. Monteleone, Massimo & Cammerino, Anna Rita Bernadette & Garofalo, Pasquale & Delivand, Mitra Kami, 2015. "Straw-to-soil or straw-to-energy? An optimal trade off in a long term sustainability perspective," Applied Energy, Elsevier, vol. 154(C), pages 891-899.
    3. Roni, Md.S. & Eksioglu, Sandra D. & Searcy, Erin & Jha, Krishna, 2014. "A supply chain network design model for biomass co-firing in coal-fired power plants," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 61(C), pages 115-134.
    4. Liu, Hongtao & Polenske, Karen R. & Xi, Youmin & Guo, Ju'e, 2010. "Comprehensive evaluation of effects of straw-based electricity generation: A Chinese case," Energy Policy, Elsevier, vol. 38(10), pages 6153-6160, October.
    5. Giannoccaro, Giacomo & de Gennaro, Bernardo C. & De Meo, Emilio & Prosperi, Maurizio, 2017. "Assessing farmers' willingness to supply biomass as energy feedstock: Cereal straw in Apulia (Italy)," Energy Economics, Elsevier, vol. 61(C), pages 179-185.
    6. Xu, Li-jun & Fan, Xiao-chao & Wang, Wei-qing & Xu, Lei & Duan, You-lian & Shi, Rui-jing, 2017. "Renewable and sustainable energy of Xinjiang and development strategy of node areas in the “Silk Road Economic Belt”," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 274-285.
    7. Wen, Wen & Zhang, Qin, 2015. "A design of straw acquisition mode for China's straw power plant based on supply chain coordination," Renewable Energy, Elsevier, vol. 76(C), pages 369-374.
    8. Mobini, Mahdi & Sowlati, Taraneh & Sokhansanj, Shahab, 2011. "Forest biomass supply logistics for a power plant using the discrete-event simulation approach," Applied Energy, Elsevier, vol. 88(4), pages 1241-1250, April.
    9. Huang, Yiping, 2016. "Understanding China's Belt & Road Initiative: Motivation, framework and assessment," China Economic Review, Elsevier, vol. 40(C), pages 314-321.
    10. Sun, Yufeng & Cai, Wenchao & Chen, Bo & Guo, Xueying & Hu, Jianjun & Jiao, Youzhou, 2017. "Economic analysis of fuel collection, storage, and transportation in straw power generation in China," Energy, Elsevier, vol. 132(C), pages 194-203.
    11. Rui Zhao & Yiyun Liu & Zhenyan Zhang & Sidai Guo & Ming-Lang Tseng & Kuo-Jui Wu, 2018. "Enhancing Eco-Efficiency of Agro-Products’ Closed-Loop Supply Chain under the Belt and Road Initiatives: A System Dynamics Approach," Sustainability, MDPI, vol. 10(3), pages 1-15, March.
    12. Feng, Y.Y. & Chen, S.Q. & Zhang, L.X., 2013. "System dynamics modeling for urban energy consumption and CO2 emissions: A case study of Beijing, China," Ecological Modelling, Elsevier, vol. 252(C), pages 44-52.
    13. Singh, Jaswinder, 2016. "Identifying an economic power production system based on agricultural straw on regional basis in India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1140-1155.
    14. Glithero, N.J. & Ramsden, S.J. & Wilson, P., 2013. "Barriers and incentives to the production of bioethanol from cereal straw: A farm business perspective," Energy Policy, Elsevier, vol. 59(C), pages 161-171.
    15. Kaiyan Luo & Xingping Zhang & Qinliang Tan, 2016. "Novel Role of Rural Official Organization in the Biomass-Based Power Supply Chain in China: A Combined Game Theory and Agent-Based Simulation Approach," Sustainability, MDPI, vol. 8(8), pages 1-23, August.
    16. Zhao, Xin-gang & Li, Ang, 2016. "A multi-objective sustainable location model for biomass power plants: Case of China," Energy, Elsevier, vol. 112(C), pages 1184-1193.
    17. Zhao, Rui & Zhou, Xiao & Han, Jiaojie & Liu, Chengliang, 2016. "For the sustainable performance of the carbon reduction labeling policies under an evolutionary game simulation," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 262-274.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wang, Zhanwu & Wang, Zhenfeng & Tahir, Nadeem & Wang, Heng & Li, Jin & Xu, Guangyin, 2020. "Study of synergetic development in straw power supply chain: Straw price and government subsidy as incentive," Energy Policy, Elsevier, vol. 146(C).
    2. Shuo Wang & Junnian Song & Xian’En Wang & Wei Yang, 2019. "The Spatial and Temporal Research on the Coupling and Coordinated Relationship between Social Economy and Energy Environment in the Belt and Road Initiatives," Sustainability, MDPI, vol. 11(2), pages 1-18, January.
    3. Sumeet Sahay & Hemant Kumar Kaushik & Shikha Singh, 2023. "Discovering themes and trends in electricity supply chain area research," OPSEARCH, Springer;Operational Research Society of India, vol. 60(3), pages 1525-1560, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Zhanwu & Wang, Zhenfeng & Tahir, Nadeem & Wang, Heng & Li, Jin & Xu, Guangyin, 2020. "Study of synergetic development in straw power supply chain: Straw price and government subsidy as incentive," Energy Policy, Elsevier, vol. 146(C).
    2. Zuo, Alec & Hou, Lingling & Huang, Zeying, 2020. "How does farmers' current usage of crop straws influence the willingness-to-accept price to sell?," Energy Economics, Elsevier, vol. 86(C).
    3. Zhang, Qin & Zhou, Dequn & Zhou, Peng & Ding, Hao, 2013. "Cost Analysis of straw-based power generation in Jiangsu Province, China," Applied Energy, Elsevier, vol. 102(C), pages 785-793.
    4. Junhan Huang & Rui Zhao & Tao Huang & Xiaoqian Wang & Ming-Lang Tseng, 2018. "Sustainable Municipal Solid Waste Disposal in the Belt and Road Initiative: A Preliminary Proposal for Chengdu City," Sustainability, MDPI, vol. 10(4), pages 1-15, April.
    5. Yuan, Jiahai & Li, Xinying & Xu, Chuanbo & Zhao, Changhong & Liu, Yuanxin, 2019. "Investment risk assessment of coal-fired power plants in countries along the Belt and Road initiative based on ANP-Entropy-TODIM method," Energy, Elsevier, vol. 176(C), pages 623-640.
    6. Townsend, T.J. & Sparkes, D.L. & Ramsden, S.J. & Glithero, N.J. & Wilson, P., 2018. "Wheat straw availability for bioenergy in England," Energy Policy, Elsevier, vol. 122(C), pages 349-357.
    7. Ming Liu & Rongfan Liu & Zhanguo Zhu & Chengbin Chu & Xiaoyi Man, 2018. "A Bi-Objective Green Closed Loop Supply Chain Design Problem with Uncertain Demand," Sustainability, MDPI, vol. 10(4), pages 1-22, March.
    8. Rui Zhao & Yiyun Liu & Zhenyan Zhang & Sidai Guo & Ming-Lang Tseng & Kuo-Jui Wu, 2018. "Enhancing Eco-Efficiency of Agro-Products’ Closed-Loop Supply Chain under the Belt and Road Initiatives: A System Dynamics Approach," Sustainability, MDPI, vol. 10(3), pages 1-15, March.
    9. Gérard, Maxence & Jayet, Pierre-Alain, 2023. "European farmers’ response to crop residue prices and implications for bioenergy policies," Energy Policy, Elsevier, vol. 177(C).
    10. Mingchun Cao & Ilan Alon, 2020. "Intellectual Structure of the Belt and Road Initiative Research: A Scientometric Analysis and Suggestions for a Future Research Agenda," Sustainability, MDPI, vol. 12(17), pages 1-40, August.
    11. Juanjuan Wu & Jian Zhang & Weiming Yi & Hongzhen Cai & Yang Li & Zhanpeng Su, 2021. "A Game-Theoretic Analysis of Incentive Effects for Agribiomass Power Generation Supply Chain in China," Energies, MDPI, vol. 14(3), pages 1-18, January.
    12. Liu, Beibei & Wu, Qiaoran & Wang, Feng & Zhang, Bing, 2019. "Is straw return-to-field always beneficial? Evidence from an integrated cost-benefit analysis," Energy, Elsevier, vol. 171(C), pages 393-402.
    13. Jiqin Ren & Peixian Yu & Xiaohong Xu, 2019. "Straw Utilization in China—Status and Recommendations," Sustainability, MDPI, vol. 11(6), pages 1-17, March.
    14. Sun, Yufeng & Yang, Bin & Wang, Yapeng & Zheng, Zipeng & Wang, Jinwei & Yue, Yaping & Mu, Wenlong & Xu, Guangyin & Jilai Ying,, 2023. "Emergy evaluation of biogas production system in China from perspective of collection radius," Energy, Elsevier, vol. 265(C).
    15. Zhanwu Wang & Guangyin Xu & Zhenfeng Wang & Zhiping Zhang, 2022. "Sustainability of agricultural waste power generation industry in China: criteria relationship identification and policy design mechanism," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3371-3395, March.
    16. Maxence Gérard & Pierre-Alain Jayet, 2023. "European farmers’ response to crop residue prices and implications for bioenergy policies [Réponse des agriculteurs européens aux prix des résidus de cultures et implications pour les politiques bi," Post-Print hal-04071932, HAL.
    17. Tonini, Davide & Vadenbo, Carl & Astrup, Thomas Fruergaard, 2017. "Priority of domestic biomass resources for energy: Importance of national environmental targets in a climate perspective," Energy, Elsevier, vol. 124(C), pages 295-309.
    18. Sastre, Carlos M. & Carrasco, Juan & Barro, Ruth & González-Arechavala, Yolanda & Maletta, Emiliano & Santos, Ana M. & Ciria, Pilar, 2016. "Improving bioenergy sustainability evaluations by using soil nitrogen balance coupled with life cycle assessment: A case study for electricity generated from rye biomass," Applied Energy, Elsevier, vol. 179(C), pages 847-863.
    19. Ebers Broughel, Anna, 2019. "Impact of state policies on generating capacity for production of electricity and combined heat and power from forest biomass in the United States," Renewable Energy, Elsevier, vol. 134(C), pages 1163-1172.
    20. Shafie, S.M. & Mahlia, T.M.I. & Masjuki, H.H., 2013. "Life cycle assessment of rice straw co-firing with coal power generation in Malaysia," Energy, Elsevier, vol. 57(C), pages 284-294.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:10:y:2018:i:3:p:868-:d:136955. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.