IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v251y2022ics036054422200799x.html
   My bibliography  Save this article

Gaseous emissions from advanced CLC and oxyfuel fluidized bed combustion of coal and biomass in a complex geometry facility:A comprehensive model

Author

Listed:
  • Krzywanski, J.
  • Czakiert, T.
  • Nowak, W.
  • Shimizu, T.
  • Zylka, A.
  • Idziak, K.
  • Sosnowski, M.
  • Grabowska, K.

Abstract

Since the formation of gaseous pollutants during solid fuel combustion in circulating fluidized bed (CFB) units, especially under oxyfuel combustion and chemical looping combustion conditions, is an extremely complex process, the development of a simple predictive model of gas emissions is of practical significance. This paper introduces a novel approach based on fuzzy logic (FL), one of the main artificial intelligence (AI) methods, for the prediction of CO2, CO, NOx (i.e., NO + NO2), N2O, and SOx (i.e., SO2 + SO3) concentrations in flue gases from coal and biomass combustion in various operational sceneries. The simulations are carried out for different combustion environments, i.e., air-firing, oxyfuel, iG-CLC (in-situ gasification chemical looping combustion), and CLOU (chemical looping with oxygen uncoupling), under a wide range of operating parameters. A mixture of oxygen with CO2 was used for oxyfuel combustion. Three different oxygen carriers (OC) were examined in the study for iG-CLC and CLOU, i.e., ilmenite, copper oxide (60% wt.) with the support of carbonate waste from ore flotation, and copper oxide (60% wt.) with the support of ilmenite (20% wt.) and fly ash. The validation of the model was successfully performed on a complex geometry laboratory–scale 5 kWth Dual-Fluidized-Bed Chemical-Looping-Combustion of Solid-Fuels (DFB-CLC-SF) facility. The gaseous pollutant emissions predicted using the developed model were in good agreement with experimental results. The maximum relative error between measured and predicted by the model emissions was lower than 8%. The proposed method constitutes a quick and easy-to-run technique and a complementary tool compared to the experimental procedures and the programmed computing approach. The developed fuzzy logic-based model of gaseous emissions from advanced combustion (GasAdComb) of solid fuels can be easily applied by scientists and engineers to simulate and optimize coal and biomass combustion processes.

Suggested Citation

  • Krzywanski, J. & Czakiert, T. & Nowak, W. & Shimizu, T. & Zylka, A. & Idziak, K. & Sosnowski, M. & Grabowska, K., 2022. "Gaseous emissions from advanced CLC and oxyfuel fluidized bed combustion of coal and biomass in a complex geometry facility:A comprehensive model," Energy, Elsevier, vol. 251(C).
    • Handle: RePEc:eee:energy:v:251:y:2022:i:c:s036054422200799x
    DOI: 10.1016/j.energy.2022.123896
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S036054422200799X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2022.123896?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. Anna Zylka & Jaroslaw Krzywanski & Tomasz Czakiert & Kamil Idziak & Marcin Sosnowski & Marcio L. de Souza-Santos & Karol Sztekler & Wojciech Nowak, 2020. "Modeling of the Chemical Looping Combustion of Hard Coal and Biomass Using Ilmenite as the Oxygen Carrier," Energies, MDPI, vol. 13(20), pages 1-17, October.
    2. Paltsev, Sergey & Morris, Jennifer & Kheshgi, Haroon & Herzog, Howard, 2021. "Hard-to-Abate Sectors: The role of industrial carbon capture and storage (CCS) in emission mitigation," Applied Energy, Elsevier, vol. 300(C).
    3. Wienchol, Paulina & Szlęk, Andrzej & Ditaranto, Mario, 2020. "Waste-to-energy technology integrated with carbon capture – Challenges and opportunities," Energy, Elsevier, vol. 198(C).
    4. Zhuo, Xusheng & Lou, Chun & Zhou, Huaichun & Zhuo, Jinxuan & Fu, Peifang, 2018. "Hierarchical Takagi-Sugeno fuzzy hyperbolic tangent static model control for a circulating fluidized bed boiler thermal power unit," Energy, Elsevier, vol. 162(C), pages 910-917.
    5. Böhler, Lukas & Görtler, Gregor & Krail, Jürgen & Kozek, Martin, 2019. "Carbon monoxide emission models for small-scale biomass combustion of wooden pellets," Applied Energy, Elsevier, vol. 254(C).
    6. Yang, Jie & Ma, Liping & Yang, Jing & Liu, Hongpan & Liu, Shengyu & Yang, Yingchun & Mu, Liusen & Wei, Yi & Ao, Ran & Guo, Zhiying & Dai, Quxiu & Wang, Huiming, 2019. "Thermodynamic and kinetic analysis of CuO-CaSO4 oxygen carrier in chemical looping gasification," Energy, Elsevier, vol. 188(C).
    7. Peltola, Petteri & Saari, Jussi & Tynjälä, Tero & Hyppänen, Timo, 2020. "Process integration of chemical looping combustion with oxygen uncoupling in a biomass-fired combined heat and power plant," Energy, Elsevier, vol. 210(C).
    8. Zhou, Ling & Deshpande, Kartik & Zhang, Xiao & Agarwal, Ramesh K., 2020. "Process simulation of Chemical Looping Combustion using ASPEN plus for a mixture of biomass and coal with various oxygen carriers," Energy, Elsevier, vol. 195(C).
    9. Nandy, Anirban & Loha, Chanchal & Gu, Sai & Sarkar, Pinaki & Karmakar, Malay K. & Chatterjee, Pradip K., 2016. "Present status and overview of Chemical Looping Combustion technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 597-619.
    10. Tomasz Czakiert & Jaroslaw Krzywanski & Anna Zylka & Wojciech Nowak, 2022. "Chemical Looping Combustion: A Brief Overview," Energies, MDPI, vol. 15(4), pages 1-19, February.
    11. Simla, Tomasz & Stanek, Wojciech, 2020. "Influence of the wind energy sector on thermal power plants in the Polish energy system," Renewable Energy, Elsevier, vol. 161(C), pages 928-938.
    12. Pajączek, Krzysztof & Kostowski, Wojciech & Stanek, Wojciech, 2020. "Natural gas liquefaction using the high-pressure potential in the gas transmission system," Energy, Elsevier, vol. 202(C).
    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. Chen, Lingen & Shi, Shuangshuang & Ge, Yanlin & Feng, Huijun, 2023. "Ecological function performance analysis and multi-objective optimization for an endoreversible four-reservoir chemical pump," Energy, Elsevier, vol. 282(C).
    2. Zhu, Shujun & Hui, Jicheng & Lyu, Qinggang & Ouyang, Ziqu & Zeng, Xiongwei & Zhu, Jianguo & Liu, Jingzhang & Cao, Xiaoyang & Zhang, Xiaoyu & Ding, Hongliang & Liu, Yuhua, 2023. "Experimental study on pulverized coal swirl-opposed combustion preheated by a circulating fluidized bed. Part A. Wide-load operation and low-NOx emission characteristics," Energy, Elsevier, vol. 284(C).
    3. Manish Meena & Hrishikesh Kumar & Nitin Dutt Chaturvedi & Andrey A. Kovalev & Vadim Bolshev & Dmitriy A. Kovalev & Prakash Kumar Sarangi & Aakash Chawade & Manish Singh Rajput & Vivekanand Vivekanand , 2023. "Biomass Gasification and Applied Intelligent Retrieval in Modeling," Energies, MDPI, vol. 16(18), pages 1-21, September.
    4. Yu Jiang & Zihua Tang & Xiaoyu Zhang & Chao Wang & Guoliang Song & Qinggang Lyu, 2023. "Comparative Analysis of Combustion Characteristics of a CFB Boiler during the Changes Process between High-Rated Loads and Low-Rated Loads," Energies, MDPI, vol. 16(17), pages 1-15, August.
    5. Xiaoliang Yu & Jin Yan & Rongyue Sun & Lin Mei & Yanmin Li & Shuyuan Wang & Fan Wang & Yicheng Gu, 2023. "An Experimental Study on SO 2 Emission and Ash Deposition Characteristics of High Alkali Red Mud under Large Proportional Co-Combustion Conditions in Fluidized Bed," Energies, MDPI, vol. 16(6), pages 1-17, March.
    6. Adeel Luqman & Qingyu Zhang & Shalini Talwar & Meena Bhatia & Amandeep Dhir, 2024. "Artificial intelligence and corporate carbon neutrality: A qualitative exploration," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 3986-4003, July.
    7. Ma, Liyang & Zhang, Lan & Wang, Deming & Xin, Haihui & Ma, Qiulin, 2023. "Effect of oxygen-supply on the reburning reactivity of pyrolyzed residual from sub-bituminous coal: A reactive force field molecular dynamics simulation," Energy, Elsevier, vol. 283(C).
    8. Jaroslaw Krzywanski & Tomasz Czakiert & Anna Zylka & Wojciech Nowak & Marcin Sosnowski & Karolina Grabowska & Dorian Skrobek & Karol Sztekler & Anna Kulakowska & Waqar Muhammad Ashraf & Yunfei Gao, 2022. "Modelling of SO 2 and NO x Emissions from Coal and Biomass Combustion in Air-Firing, Oxyfuel, iG-CLC, and CLOU Conditions by Fuzzy Logic Approach," Energies, MDPI, vol. 15(21), pages 1-17, October.
    9. Han, Zhezhe & Tang, Xiaoyu & Xie, Yue & Liang, Ruiyu & Bao, Yongqiang, 2024. "Prediction of heavy-oil combustion emissions with a semi-supervised learning model considering variable operation conditions," Energy, Elsevier, vol. 288(C).
    10. Feng, Xiangdong & Liu, Shanjian & Yue, Kang & Wei, Heng & Bi, Dongmei & Zhao, Wenjing, 2023. "Insight into the promotional effect of Mn-modified nitrogenous biochar on the NH3-SCR denitrification activity at low temperatures," Energy, Elsevier, vol. 285(C).
    11. Güleç, Fatih & Okolie, Jude A. & Erdogan, Ahmet, 2023. "Techno-economic feasibility of fluid catalytic cracking unit integrated chemical looping combustion – A novel approach for CO2 capture," Energy, Elsevier, vol. 284(C).
    12. Yu, Haoyang & Gao, Mingming & Zhang, Hongfu & Yue, Guangxi & Zhang, Zhen, 2023. "Data-driven optimization of pollutant emission and operational efficiency for circulating fluidized bed unit," Energy, Elsevier, vol. 281(C).
    13. Kijo-Kleczkowska, Agnieszka & Gnatowski, Adam & Krzywanski, Jaroslaw & Gajek, Marcin & Szumera, Magdalena & Tora, Barbara & Kogut, Krzysztof & Knaś, Krzysztof, 2024. "Experimental research and prediction of heat generation during plastics, coal and biomass waste combustion using thermal analysis methods," Energy, Elsevier, vol. 290(C).
    14. Muhammad Usman & Muhammad Ali Ijaz Malik & Rehmat Bashir & Fahid Riaz & Muhammad Juniad Raza & Khubaib Suleman & Abd-ul Rehman & Waqar Muhammad Ashraf & Jaroslaw Krzywanski, 2022. "Enviro-Economic Assessment of HHO–CNG Mixture Utilization in Spark Ignition Engine for Performance and Environmental Sustainability," Energies, MDPI, vol. 15(21), pages 1-15, November.
    15. Wen, Xiaoqiang & Li, Kaichuang & Wang, Jianguo, 2023. "NOx emission predicting for coal-fired boilers based on ensemble learning methods and optimized base learners," Energy, Elsevier, vol. 264(C).
    16. Ziqiang Yang & Fenghai Li & Mingjie Ma & Xuefei Liu & Hongli Fan & Zhenzhu Li & Yong Wang & Yitian Fang, 2023. "Regulation Mechanism of Solid Waste on Ash Fusion Characteristics of Sorghum Straw under O 2 /CO 2 Atmosphere," Energies, MDPI, vol. 16(20), pages 1-17, October.
    17. Zeng, Weijie & Zhang, Zhiting & Hu, Jinting & Gu, Bo & Tian, Zhen, 2022. "Experimental investigation on oil transport, heat transfer and distribution performances of R32/oil mixture in microchannel evaporators," Applied Energy, Elsevier, vol. 325(C).
    18. Sathish, Thanikodi & Surakasi, Raviteja & KishoreT, Lakshmana & Rathinasamy, Saravanan & Ağbulut, Ümit & Shaik, Saboor & Park, Sung Goon & Afzal, Asif, 2023. "Waste to fuel: Pyrolysis of waste transformer oil and its evaluation as alternative fuel along with different nanoparticles in CI engine with exhaust gas recirculation," Energy, Elsevier, vol. 267(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. Wang, Xudong & Shao, Yali & Jin, Baosheng, 2021. "Thermodynamic evaluation and modelling of an auto-thermal hybrid system of chemical looping combustion and air separation for power generation coupling with CO2 cycles," Energy, Elsevier, vol. 236(C).
    2. Farajollahi, Hossein & Hossainpour, Siamak, 2023. "Techno-economic assessment of biomass and coal co-fueled chemical looping combustion unit integrated with supercritical CO2 cycle and Organic Rankine cycle," Energy, Elsevier, vol. 274(C).
    3. Yaqub, Z.T. & Oboirien, B.O. & Leion, H., 2024. "Process optimization of chemical looping combustion of solid waste/biomass using machine learning algorithm," Renewable Energy, Elsevier, vol. 225(C).
    4. Yang, Li & Li, Caifu & Song, Chen & Zhu, Dan & Zhao, Jiangyuan & Liu, Fang & Liu, Xiaorui, 2023. "Spatial migration of lattice oxygen for copper-iron based oxygen carriers in chemical looping combustion," Energy, Elsevier, vol. 285(C).
    5. Ben-Mansour, R. & Li, H. & Habib, M.A., 2017. "Effects of oxygen carrier mole fraction, velocity distribution on conversion performance using an experimentally validated mathematical model of a CLC fuel reactor," Applied Energy, Elsevier, vol. 208(C), pages 803-819.
    6. Emblemsvåg, Jan, 2022. "Wind energy is not sustainable when balanced by fossil energy," Applied Energy, Elsevier, vol. 305(C).
    7. Meng, Yang & Zhang, Yicheng & Wang, Junxin & Chen, Shuangtao & Hou, Yu & Chen, Liang, 2023. "Performance optimization of turboexpander-compressors for energy recovery in small air-separation plants," Energy, Elsevier, vol. 271(C).
    8. Rajabi, Mahsa & Mehrpooya, Mehdi & Haibo, Zhao & Huang, Zhen, 2019. "Chemical looping technology in CHP (combined heat and power) and CCHP (combined cooling heating and power) systems: A critical review," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    9. Waqar Muhammad Ashraf & Ghulam Moeen Uddin & Syed Muhammad Arafat & Sher Afghan & Ahmad Hassan Kamal & Muhammad Asim & Muhammad Haider Khan & Muhammad Waqas Rafique & Uwe Naumann & Sajawal Gul Niazi &, 2020. "Optimization of a 660 MW e Supercritical Power Plant Performance—A Case of Industry 4.0 in the Data-Driven Operational Management Part 1. Thermal Efficiency," Energies, MDPI, vol. 13(21), pages 1-33, October.
    10. Michele Bertone & Luca Stabile & Giorgio Buonanno, 2024. "An Overview of Waste-to-Energy Incineration Integrated with Carbon Capture Utilization or Storage Retrofit Application," Sustainability, MDPI, vol. 16(10), pages 1-19, May.
    11. Yang, Jie & Dong, Senlin & Xie, Longgui & Cen, Qihong & Zheng, Dalong & Ma, Liping & Dai, Quxiu, 2023. "Analysis of hydrogen-rich syngas generation in chemical looping gasification of lignite: Application of carbide slag as the oxygen carrier, hydrogen carrier, and in-situ carbon capture agent," Energy, Elsevier, vol. 283(C).
    12. Kung, Kevin S. & Thengane, Sonal K. & Ghoniem, Ahmed F. & Lim, C. Jim & Cao, Yankai & Sokhansanj, Shahabaddine, 2022. "Start-up, shutdown, and transition timescale analysis in biomass reactor operations," Energy, Elsevier, vol. 248(C).
    13. Wang, Haiming & Liu, Guicai & Veksha, Andrei & Giannis, Apostolos & Lim, Teik-Thye & Lisak, Grzegorz, 2021. "Effective H2S control during chemical looping combustion by iron ore modified with alkaline earth metal oxides," Energy, Elsevier, vol. 218(C).
    14. Tao, Huayu & Qian, Xi & Zhou, Yi & Cheng, Hongfei, 2022. "Research progress of clay minerals in carbon dioxide capture," Renewable and Sustainable Energy Reviews, Elsevier, vol. 164(C).
    15. Beccarello, Massimo & Di Foggia, Giacomo, 2023. "Meeting decarbonization targets: Techno-economic insights from the Italian scenario," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 2.
    16. Jussi Saari & Petteri Peltola & Katja Kuparinen & Juha Kaikko & Ekaterina Sermyagina & Esa Vakkilainen, 2023. "Novel BECCS implementation integrating chemical looping combustion with oxygen uncoupling and a kraft pulp mill cogeneration plant," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 28(4), pages 1-26, April.
    17. Yidi Wan & Chengzao Jia & Wen Zhao & Lin Jiang & Zhuxin Chen, 2023. "Micro-Scale Lattice Boltzmann Simulation of Two-Phase CO 2 –Brine Flow in a Tighter REV Extracted from a Permeable Sandstone Core: Implications for CO 2 Storage Efficiency," Energies, MDPI, vol. 16(3), pages 1-26, February.
    18. Paltsev, Sergey & Gurgel, Angelo & Morris, Jennifer & Chen, Henry & Dey, Subhrajit & Marwah, Sumita, 2022. "Economic analysis of the hard-to-abate sectors in India," Energy Economics, Elsevier, vol. 112(C).
    19. Chein, Rei-Yu & Hsu, Wen-Huai, 2019. "Thermodynamic analysis of syngas production via chemical looping dry reforming of methane," Energy, Elsevier, vol. 180(C), pages 535-547.
    20. Alberto Maria Gambelli, 2023. "CCUS Strategies as Most Viable Option for Global Warming Mitigation," Energies, MDPI, vol. 16(10), pages 1-4, 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:eee:energy:v:251:y:2022:i:c:s036054422200799x. 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.