IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v275y2023ics0360544223007508.html
   My bibliography  Save this article

Optimization of performance and emission outputs of a CI engine powered with waste fat biodiesel: A detailed RSM, fuzzy multi-objective and MCDM application

Author

Listed:
  • El-Shafay, A.S.
  • Gad, M.S.
  • Ağbulut, Ümit
  • Attia, El-Awady

Abstract

Decreasing the influence of diesel engines on the environment by mitigating harmful exhaust emissions is a real-life target to reach a cleaner atmosphere. Accordingly, the present work aims to reduce emissions while preserving enhanced performance in the diesel engine. From this point of view, the biodiesel from chicken fats was produced with the following of esterification as transesterification processes, then its mixtures with conventional diesel fuel were comprehensively investigated. A diesel engine was experimentally tested at varying engine speeds and loads. Both response surface methodology (RSM) and fuzzy multi-objective modeling techniques were used to predict the engine performance, and exhaust pollutants of diesel engine fueled with chicken biodiesel blends. Central composite RSM was used for the experimental design. Different responses were modeled mathematically via highly statistically significant models. A nonlinear fuzzy-multi-objective optimization model was also constructed and optimally solved in the paper. The multi-objective optimized results show that the blending ratio of 24.42%, engine load of 64.1%, and engine speed of 2616.6 rpm were the optimum operating conditions for the different performance and emission concentrations. These results were validated experimentally and the relative error was within ±6.67%. Sensitivity analysis was handled for the discussion of the model performance under the different importance of the performance and emission criteria. The model is capable to satisfy the decision maker's needs and gives the corresponding operating conditions. In the results, it is well-noticed that RSM, fuzzy multi-objective, and multi-criteria decision-making (MCDM) supports are good tools to both predict, and optimize the engine behaviors.

Suggested Citation

  • El-Shafay, A.S. & Gad, M.S. & Ağbulut, Ümit & Attia, El-Awady, 2023. "Optimization of performance and emission outputs of a CI engine powered with waste fat biodiesel: A detailed RSM, fuzzy multi-objective and MCDM application," Energy, Elsevier, vol. 275(C).
    • Handle: RePEc:eee:energy:v:275:y:2023:i:c:s0360544223007508
    DOI: 10.1016/j.energy.2023.127356
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544223007508
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2023.127356?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Behçet, Rasim & Oktay, Hasan & Çakmak, Abdulvahap & Aydin, Hüseyin, 2015. "Comparison of exhaust emissions of biodiesel–diesel fuel blends produced from animal fats," Renewable and Sustainable Energy Reviews, Elsevier, vol. 46(C), pages 157-165.
    2. Simsek, Suleyman & Uslu, Samet & Simsek, Hatice, 2022. "Proportional impact prediction model of animal waste fat-derived biodiesel by ANN and RSM technique for diesel engine," Energy, Elsevier, vol. 239(PD).
    3. Gürü, Metin & Koca, Atilla & Can, Özer & Çınar, Can & Şahin, Fatih, 2010. "Biodiesel production from waste chicken fat based sources and evaluation with Mg based additive in a diesel engine," Renewable Energy, Elsevier, vol. 35(3), pages 637-643.
    4. Kumar, Niraj & Varun, & Chauhan, Sant Ram, 2013. "Performance and emission characteristics of biodiesel from different origins: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 633-658.
    5. An, H. & Yang, W.M. & Maghbouli, A. & Li, J. & Chou, S.K. & Chua, K.J., 2013. "Performance, combustion and emission characteristics of biodiesel derived from waste cooking oils," Applied Energy, Elsevier, vol. 112(C), pages 493-499.
    6. Domínguez-Sáez, Aida & Rattá, Giuseppe A. & Barrios, Carmen C., 2018. "Prediction of exhaust emission in transient conditions of a diesel engine fueled with animal fat using Artificial Neural Network and Symbolic Regression," Energy, Elsevier, vol. 149(C), pages 675-683.
    7. Wan Ghazali, Wan Nor Maawa & Mamat, Rizalman & Masjuki, H.H. & Najafi, Gholamhassan, 2015. "Effects of biodiesel from different feedstocks on engine performance and emissions: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 585-602.
    8. Mofijur, M. & Atabani, A.E. & Masjuki, H.H. & Kalam, M.A. & Masum, B.M., 2013. "A study on the effects of promising edible and non-edible biodiesel feedstocks on engine performance and emissions production: A comparative evaluation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 391-404.
    9. Jayaprabakar, J. & Dawn, S.S. & Ranjan, A. & Priyadharsini, P. & George, R.J. & Sadaf, S. & Rajha, C. Rajeswara, 2019. "Process optimization for biodiesel production from sheep skin and its performance, emission and combustion characterization in CI engine," Energy, Elsevier, vol. 174(C), pages 54-68.
    10. Altarazi, Yazan S.M. & Abu Talib, Abd Rahim & Yu, Jianglong & Gires, Ezanee & Abdul Ghafir, Mohd Fahmi & Lucas, John & Yusaf, Talal, 2022. "Effects of biofuel on engines performance and emission characteristics: A review," Energy, Elsevier, vol. 238(PC).
    11. Öner, Cengiz & Altun, Sehmus, 2009. "Biodiesel production from inedible animal tallow and an experimental investigation of its use as alternative fuel in a direct injection diesel engine," Applied Energy, Elsevier, vol. 86(10), pages 2114-2120, October.
    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. Sathish, T. & Ağbulut, Ümit & Ubaidullah, Mohd & Saravanan, R. & Giri, Jayant & Shaikh, Shoyebmohamad F., 2024. "Waste to fuel: A detailed combustion, performance, and emission characteristics of a CI engine fuelled with sustainable fish waste management augmentation with alcohols and nanoparticles," Energy, Elsevier, vol. 299(C).
    2. Ni, Zi-hao & Li, Fa-she & Wang, Hua, 2023. "Simplification of the combustion mechanism of Jatropha biodiesel surrogate fuel and reaction path analysis," Energy, Elsevier, vol. 282(C).
    3. Aliakbari, Karim & Ebrahimi-Moghadam, Amir & Pahlavanzadeh, Mohammadsadegh & Moradi, Reza, 2023. "Performance characteristics and exhaust emissions of a single-cylinder diesel engine for different fuels: Experimental investigation and artificial intelligence network," Energy, Elsevier, vol. 284(C).

    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. El-Shafay, A.S. & Ağbulut, Ümit & Attia, El-Awady & Touileb, Kamel Lounes & Gad, M.S., 2023. "Waste to energy: Production of poultry-based fat biodiesel and experimental assessment of its usability on engine behaviors," Energy, Elsevier, vol. 262(PB).
    2. Sakthivel, R. & Ramesh, K. & Purnachandran, R. & Mohamed Shameer, P., 2018. "A review on the properties, performance and emission aspects of the third generation biodiesels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2970-2992.
    3. Zaharin, M.S.M. & Abdullah, N.R. & Najafi, G. & Sharudin, H. & Yusaf, T., 2017. "Effects of physicochemical properties of biodiesel fuel blends with alcohol on diesel engine performance and exhaust emissions: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 475-493.
    4. Bhuiya, M.M.K. & Rasul, M.G. & Khan, M.M.K. & Ashwath, N. & Azad, A.K., 2016. "Prospects of 2nd generation biodiesel as a sustainable fuel—Part: 1 selection of feedstocks, oil extraction techniques and conversion technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1109-1128.
    5. E, Jiaqiang & Pham, Minhhieu & Zhao, D. & Deng, Yuanwang & Le, DucHieu & Zuo, Wei & Zhu, Hao & Liu, Teng & Peng, Qingguo & Zhang, Zhiqing, 2017. "Effect of different technologies on combustion and emissions of the diesel engine fueled with biodiesel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 620-647.
    6. Masera, Kemal & Hossain, Abul Kalam, 2023. "Advancement of biodiesel fuel quality and NOx emission control techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    7. Mat Yasin, Mohd Hafizil & Mamat, Rizalman & Najafi, G. & Ali, Obed Majeed & Yusop, Ahmad Fitri & Ali, Mohd Hafiz, 2017. "Potentials of palm oil as new feedstock oil for a global alternative fuel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 1034-1049.
    8. Tayari, Sara & Abedi, Reza & Rahi, Abbas, 2020. "Comparative assessment of engine performance and emissions fueled with three different biodiesel generations," Renewable Energy, Elsevier, vol. 147(P1), pages 1058-1069.
    9. Varun, & Singh, Paramvir & Tiwari, Samaresh Kumar & Singh, Rituparn & Kumar, Naresh, 2017. "Modification in combustion chamber geometry of CI engines for suitability of biodiesel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 1016-1033.
    10. Mohd Noor, C.W. & Noor, M.M. & Mamat, R., 2018. "Biodiesel as alternative fuel for marine diesel engine applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 127-142.
    11. Wan Ghazali, Wan Nor Maawa & Mamat, Rizalman & Masjuki, H.H. & Najafi, Gholamhassan, 2015. "Effects of biodiesel from different feedstocks on engine performance and emissions: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 585-602.
    12. Gad, M.S. & Uysal, Cuneyt & El-Shafay, A.S. & Ağbulut, Ümit, 2024. "Exergetic and exergoeconomic assessments of a diesel engine fuelled with waste chicken fat biodiesel-diesel blends," Energy, Elsevier, vol. 293(C).
    13. Singh, Paramvir & Varun, & Chauhan, S.R., 2016. "Carbonyl and aromatic hydrocarbon emissions from diesel engine exhaust using different feedstock: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 63(C), pages 269-291.
    14. Obed M. Ali & Rizalman Mamat & Gholamhassan Najafi & Talal Yusaf & Seyed Mohammad Safieddin Ardebili, 2015. "Optimization of Biodiesel-Diesel Blended Fuel Properties and Engine Performance with Ether Additive Using Statistical Analysis and Response Surface Methods," Energies, MDPI, vol. 8(12), pages 1-15, December.
    15. D´Agosto, Márcio de Almeida & Vieira da Silva, Marcelino Aurélio & de Oliveira, Cíntia Machado & Franca, Luíza Santana & da Costa Marques, Luiz Guilherme & Soares Murta, Aurélio Lamare & de Freitas, M, 2015. "Evaluating the potential of the use of biodiesel for power generation in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 807-817.
    16. Hoseini, S.S. & Najafi, G. & Ghobadian, B. & Mamat, R. & Ebadi, M.T. & Yusaf, Talal, 2018. "Novel environmentally friendly fuel: The effects of nanographene oxide additives on the performance and emission characteristics of diesel engines fuelled with Ailanthus altissima biodiesel," Renewable Energy, Elsevier, vol. 125(C), pages 283-294.
    17. Geng, Peng & Cao, Erming & Tan, Qinming & Wei, Lijiang, 2017. "Effects of alternative fuels on the combustion characteristics and emission products from diesel engines: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 523-534.
    18. Abul Kalam Azad & Julian Adhikari & Pobitra Halder & Mohammad G. Rasul & Nur M. S. Hassan & Mohammad M. K. Khan & Salman Raza Naqvi & Karthickeyan Viswanathan, 2020. "Performance, Emission and Combustion Characteristics of a Diesel Engine Powered by Macadamia and Grapeseed Biodiesels," Energies, MDPI, vol. 13(11), pages 1-19, May.
    19. Saxena, Vishal & Kumar, Niraj & Saxena, Vinod.Kumar, 2017. "A comprehensive review on combustion and stability aspects of metal nanoparticles and its additive effect on diesel and biodiesel fuelled C.I. engine," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 563-588.
    20. Eryilmaz, Tanzer & Yesilyurt, Murat Kadir, 2016. "Influence of blending ratio on the physicochemical properties of safflower oil methyl ester-safflower oil, safflower oil methyl ester-diesel and safflower oil-diesel," Renewable Energy, Elsevier, vol. 95(C), pages 233-247.

    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:eee:energy:v:275:y:2023:i:c:s0360544223007508. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    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.