IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v13y2020i7p1610-d340144.html
   My bibliography  Save this article

Optimization Model for Biogas Power Plant Feedstock Mixture Considering Feedstock and Transportation Costs Using a Differential Evolution Algorithm

Author

Listed:
  • Danijel Topić

    (Department of Computer Science and Information Technology, Faculty of Electrical Engineering, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia)

  • Marinko Barukčić

    (Department of Computer Science and Information Technology, Faculty of Electrical Engineering, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia)

  • Dražen Mandžukić

    (Enconsys d.o.o., 31000 Osijek, Croatia)

  • Cecilia Mezei

    (Faculty of Economic Science, Institute of Regional and Agricultural Economics, Kaposvár University, H7400 Kaposvar, Hungary)

Abstract

In this paper, an optimization model for biogas power plant feedstock mixture with respect to feedstock and transportation costs using a differential evolution algorithm (DEA) is presented. A mathematical model and an optimization problem are presented. The proposed model introduces an optimal mixture of different feedstock combinations in a biogas power plant and informs about the maximal transportation distance for each feedstock before being unprofitable. In the case study, the proposed model is applied to five most commonly used feedstock in biogas power plants in Croatia and Hungary. The research is performed for a situation when the biogas power plant is not owned by the farm owner but by a third party. An optimization procedure is performed for each scenario with a cost of methane production that does not exceed 0.75 EUR/m 3 in 1 MWe biogas power plant. The results show the needed yearly amounts and the maximum transportation distance of each feedstock.

Suggested Citation

  • Danijel Topić & Marinko Barukčić & Dražen Mandžukić & Cecilia Mezei, 2020. "Optimization Model for Biogas Power Plant Feedstock Mixture Considering Feedstock and Transportation Costs Using a Differential Evolution Algorithm," Energies, MDPI, vol. 13(7), pages 1-22, April.
    • Handle: RePEc:gam:jeners:v:13:y:2020:i:7:p:1610-:d:340144
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/13/7/1610/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/13/7/1610/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Brahma, Antara & Saikia, Kangkana & Hiloidhari, Moonmoon & Baruah, D.C., 2016. "GIS based planning of a biomethanation power plant in Assam, India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 596-608.
    2. Franco, Camilo & Bojesen, Mikkel & Hougaard, Jens Leth & Nielsen, Kurt, 2015. "A fuzzy approach to a multiple criteria and Geographical Information System for decision support on suitable locations for biogas plants," Applied Energy, Elsevier, vol. 140(C), pages 304-315.
    3. Höhn, J. & Lehtonen, E. & Rasi, S. & Rintala, J., 2014. "A Geographical Information System (GIS) based methodology for determination of potential biomasses and sites for biogas plants in southern Finland," Applied Energy, Elsevier, vol. 113(C), pages 1-10.
    4. Balaman, Şebnem Yılmaz & Selim, Hasan, 2014. "A network design model for biomass to energy supply chains with anaerobic digestion systems," Applied Energy, Elsevier, vol. 130(C), pages 289-304.
    5. Roberts, Justo José & Cassula, Agnelo Marotta & Osvaldo Prado, Pedro & Dias, Rubens Alves & Balestieri, José Antonio Perrella, 2015. "Assessment of dry residual biomass potential for use as alternative energy source in the party of General Pueyrredón, Argentina," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 568-583.
    6. Yazan, Devrim Murat & Fraccascia, Luca & Mes, Martijn & Zijm, Henk, 2018. "Cooperation in manure-based biogas production networks: An agent-based modeling approach," Applied Energy, Elsevier, vol. 212(C), pages 820-833.
    7. Zubaryeva, Alyona & Zaccarelli, Nicola & Del Giudice, Cecilia & Zurlini, Giovanni, 2012. "Spatially explicit assessment of local biomass availability for distributed biogas production via anaerobic co-digestion – Mediterranean case study," Renewable Energy, Elsevier, vol. 39(1), pages 261-270.
    8. Ervin Saracevic & Daniel Koch & Bernhard Stuermer & Bettina Mihalyi & Angela Miltner & Anton Friedl, 2019. "Economic and Global Warming Potential Assessment of Flexible Power Generation with Biogas Plants," Sustainability, MDPI, vol. 11(9), pages 1-23, May.
    9. De Menna, Fabio & Malagnino, Remo Alessio & Vittuari, Matteo & Segrè, Andrea & Molari, Giovanni & Deligios, Paola A. & Solinas, Stefania & Ledda, Luigi, 2018. "Optimization of agricultural biogas supply chains using artichoke byproducts in existing plants," Agricultural Systems, Elsevier, vol. 165(C), pages 137-146.
    10. Scarlat, Nicolae & Dallemand, Jean-François & Fahl, Fernando, 2018. "Biogas: Developments and perspectives in Europe," Renewable Energy, Elsevier, vol. 129(PA), pages 457-472.
    11. Valenti, Francesca & Porto, Simona M.C. & Dale, Bruce E. & Liao, Wei, 2018. "Spatial analysis of feedstock supply and logistics to establish regional biogas power generation: A case study in the region of Sicily," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 50-63.
    12. Dotzauer, Martin & Pfeiffer, Diana & Lauer, Markus & Pohl, Marcel & Mauky, Eric & Bär, Katharina & Sonnleitner, Matthias & Zörner, Wilfried & Hudde, Jessica & Schwarz, Björn & Faßauer, Burkhardt & Dah, 2019. "How to measure flexibility – Performance indicators for demand driven power generation from biogas plants," Renewable Energy, Elsevier, vol. 134(C), pages 135-146.
    13. Rieke, C. & Stollenwerk, D. & Dahmen, M. & Pieper, M., 2018. "Modeling and optimization of a biogas plant for a demand-driven energy supply," Energy, Elsevier, vol. 145(C), pages 657-664.
    14. Velásquez Piñas, Jean Agustin & Venturini, Osvaldo José & Silva Lora, Electo Eduardo & del Olmo, Oscar Almazan & Calle Roalcaba, Orly Denisse, 2019. "An economic holistic feasibility assessment of centralized and decentralized biogas plants with mono-digestion and co-digestion systems," Renewable Energy, Elsevier, vol. 139(C), pages 40-51.
    15. Frauke P. C. Müller & Gerd-Christian Maack & Wolfgang Buescher, 2017. "Effects of Biogas Substrate Recirculation on Methane Yield and Efficiency of a Liquid-Manure-Based Biogas Plant," Energies, MDPI, vol. 10(3), pages 1-11, March.
    16. Sarker, Bhaba R. & Wu, Bingqing & Paudel, Krishna P., 2019. "Modeling and optimization of a supply chain of renewable biomass and biogas: Processing plant location," Applied Energy, Elsevier, vol. 239(C), pages 343-355.
    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. Tom Karras & André Brosowski & Daniela Thrän, 2022. "A Review on Supply Costs and Prices of Residual Biomass in Techno-Economic Models for Europe," Sustainability, MDPI, vol. 14(12), pages 1-25, June.
    2. Kalt, Gerald & Kaufmann, Lisa & Kastner, Thomas & Krausmann, Fridolin, 2021. "Tracing Austria's biomass consumption to source countries: A product-level comparison between bioenergy, food and material," Ecological Economics, Elsevier, vol. 188(C).
    3. Liang Meng & Ahmed Alengebawy & Ping Ai & Keda Jin & Mengdi Chen & Yulong Pan, 2020. "Techno-Economic Assessment of Three Modes of Large-Scale Crop Residue Utilization Projects in China," Energies, MDPI, vol. 13(14), pages 1-19, July.

    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. Lozano-García, Diego Fabián & Santibañez-Aguilar, José Ezequiel & Lozano, Francisco J. & Flores-Tlacuahuac, Antonio, 2020. "GIS-based modeling of residual biomass availability for energy and production in Mexico," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
    2. Valenti, Francesca & Porto, Simona M.C. & Dale, Bruce E. & Liao, Wei, 2018. "Spatial analysis of feedstock supply and logistics to establish regional biogas power generation: A case study in the region of Sicily," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 50-63.
    3. Francesca Valenti & Simona M. C. Porto, 2019. "Net Electricity and Heat Generated by Reusing Mediterranean Agro-Industrial By-Products," Energies, MDPI, vol. 12(3), pages 1-15, February.
    4. Lovrak, Ana & Pukšec, Tomislav & Duić, Neven, 2020. "A Geographical Information System (GIS) based approach for assessing the spatial distribution and seasonal variation of biogas production potential from agricultural residues and municipal biowaste," Applied Energy, Elsevier, vol. 267(C).
    5. Buffat, René & Raubal, Martin, 2019. "Spatio-temporal potential of a biogenic micro CHP swarm in Switzerland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 443-454.
    6. Soha, Tamás & Papp, Luca & Csontos, Csaba & Munkácsy, Béla, 2021. "The importance of high crop residue demand on biogas plant site selection, scaling and feedstock allocation – A regional scale concept in a Hungarian study area," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    7. Costa, Fabrício Rodrigues & Ribeiro, Carlos Antonio Alvares Soares & Marcatti, Gustavo Eduardo & Lorenzon, Alexandre Simões & Teixeira, Thaisa Ribeiro & Domingues, Getulio Fonseca & Castro, Nero Lemos, 2020. "GIS applied to location of bioenergy plants in tropical agricultural areas," Renewable Energy, Elsevier, vol. 153(C), pages 911-918.
    8. Wu, Bingqing & Sarker, Bhaba R. & Paudel, Krishna P., 2015. "Sustainable energy from biomass: Biomethane manufacturing plant location and distribution problem," Applied Energy, Elsevier, vol. 158(C), pages 597-608.
    9. Avinash Bharti & Kunwar Paritosh & Venkata Ravibabu Mandla & Aakash Chawade & Vivekanand Vivekanand, 2021. "GIS Application for the Estimation of Bioenergy Potential from Agriculture Residues: An Overview," Energies, MDPI, vol. 14(4), pages 1-15, February.
    10. Arnò, Paolo & Fiore, Silvia & Verda, Vittorio, 2017. "Assessment of anaerobic co-digestion in areas with heterogeneous waste production densities," Energy, Elsevier, vol. 122(C), pages 221-236.
    11. Bedoić, Robert & Jurić, Filip & Ćosić, Boris & Pukšec, Tomislav & Čuček, Lidija & Duić, Neven, 2020. "Beyond energy crops and subsidised electricity – A study on sustainable biogas production and utilisation in advanced energy markets," Energy, Elsevier, vol. 201(C).
    12. Sarker, Bhaba R. & Wu, Bingqing & Paudel, Krishna P., 2019. "Modeling and optimization of a supply chain of renewable biomass and biogas: Processing plant location," Applied Energy, Elsevier, vol. 239(C), pages 343-355.
    13. Diego Díaz-Vázquez & Susan Caroline Alvarado-Cummings & Demetrio Meza-Rodríguez & Carolina Senés-Guerrero & José de Anda & Misael Sebastián Gradilla-Hernández, 2020. "Evaluation of Biogas Potential from Livestock Manures and Multicriteria Site Selection for Centralized Anaerobic Digester Systems: The Case of Jalisco, México," Sustainability, MDPI, vol. 12(9), pages 1-32, April.
    14. Zheng, Lei & Cheng, Shikun & Han, Yanzhao & Wang, Min & Xiang, Yue & Guo, Jiali & Cai, Di & Mang, Heinz-Peter & Dong, Taili & Li, Zifu & Yan, Zhengxu & Men, Yu, 2020. "Bio-natural gas industry in China: Current status and development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 128(C).
    15. Venus, Terese E. & Strauss, Felix & Venus, Thomas J. & Sauer, Johannes, 2021. "Understanding stakeholder preferences for future biogas development in Germany," Land Use Policy, Elsevier, vol. 109(C).
    16. Höfer, Tim & Sunak, Yasin & Siddique, Hafiz & Madlener, Reinhard, 2016. "Wind farm siting using a spatial Analytic Hierarchy Process approach: A case study of the Städteregion Aachen," Applied Energy, Elsevier, vol. 163(C), pages 222-243.
    17. Siegrist, Armin & Bowman, Gillianne & Burg, Vanessa, 2022. "Energy generation potentials from agricultural residues: The influence of techno-spatial restrictions on biomethane, electricity, and heat production," Applied Energy, Elsevier, vol. 327(C).
    18. Mohammad Kanan & Muhammad Salman Habib & Tufail Habib & Sadaf Zahoor & Anas Gulzar & Hamid Raza & Zaher Abusaq, 2022. "A Flexible Robust Possibilistic Programming Approach for Sustainable Second-Generation Biogas Supply Chain Design under Multiple Uncertainties," Sustainability, MDPI, vol. 14(18), pages 1-32, September.
    19. Schiochet Pinto, Luane & Pinheiro Neto, Daywes & de Leles Ferreira Filho, Anésio & Domingues, Elder Geraldo, 2020. "An alternative methodology for analyzing the risk and sensitivity of the economic viability for generating electrical energy with biogas from the anaerobic bio-digestion of vinasse," Renewable Energy, Elsevier, vol. 155(C), pages 1401-1410.
    20. Xiang Zhao & Xiaoya Ma & Kun Wang & Yuqing Long & Dongjie Zhang & Zhanchun Xiao, 2017. "A Spatially Explicit Optimization Model for Agricultural Straw-Based Power Plant Site Selection: A Case Study in Hubei Province, China," Sustainability, MDPI, vol. 9(5), pages 1-19, May.

    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:jeners:v:13:y:2020:i:7:p:1610-:d:340144. 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.