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Co-combustion of binary and ternary blends of industrial sludge, lignite and pine sawdust via thermogravimetric analysis: Thermal behaviors, interaction effects, kinetics evaluation, and artificial neural network modeling

Author

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  • Dai, Ying
  • Sun, Meng
  • Fang, Hua
  • Yao, Huicong
  • Chen, Jianbiao
  • Tan, Jinzhu
  • Mu, Lin
  • Zhu, Yuezhao

Abstract

Co-combustion behaviors, performances, and kinetic parameters of binary and ternary blends of industrial sludge (IS), lignite (HL), and pine sawdust (SD) were investigated by thermogravimetric analysis, as well as interaction effects and artificial neural network (ANN) modeling. The measure of blending HL and SD into the IS would boost the ignition temperature, while decreased burnout temperature. For the binary blends of IS and HL, the combustion performance would be best with 30% HL ratio, and the combustible index (Ci), combustion stability index (G) and comprehensive combustibility index (CCI) were separately 7.57 × 10−5 %/min·°C2, 3.22 × 10−5 %/min·°C2, 1.39 × 10−7 %2/min2·°C3. With the SD ratio increasing, the combustion performance of the IS and SD blends, and ternary blends improved. It was observed that the interaction effects did exist during the co-combustion of the binary and ternary blends, which were beneficial for the IS combustion disposal. The combination of Coats-Redfern and Malek methods was utilized to the combustion kinetics analysis of blends. The combustion process of binary and ternary blends of IS, HL, and SD could be effectively predicted by the ANN model, and the regression coefficients of the training, validation, testing, and all of the ANN model were all 0.99996.

Suggested Citation

  • Dai, Ying & Sun, Meng & Fang, Hua & Yao, Huicong & Chen, Jianbiao & Tan, Jinzhu & Mu, Lin & Zhu, Yuezhao, 2024. "Co-combustion of binary and ternary blends of industrial sludge, lignite and pine sawdust via thermogravimetric analysis: Thermal behaviors, interaction effects, kinetics evaluation, and artificial ne," Renewable Energy, Elsevier, vol. 220(C).
    • Handle: RePEc:eee:renene:v:220:y:2024:i:c:s0960148123015252
    DOI: 10.1016/j.renene.2023.119610
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    1. Lu, Ke-Miao & Lee, Wen-Jhy & Chen, Wei-Hsin & Lin, Ta-Chang, 2013. "Thermogravimetric analysis and kinetics of co-pyrolysis of raw/torrefied wood and coal blends," Applied Energy, Elsevier, vol. 105(C), pages 57-65.
    2. Luo, Laipeng & Zhang, Zhiyi & Li, Chong & Nishu, & He, Fang & Zhang, Xingguang & Cai, Junmeng, 2021. "Insight into master plots method for kinetic analysis of lignocellulosic biomass pyrolysis," Energy, Elsevier, vol. 233(C).
    3. Xie, Candie & Liu, Jingyong & Zhang, Xiaochun & Xie, Wuming & Sun, Jian & Chang, Kenlin & Kuo, Jiahong & Xie, Wenhao & Liu, Chao & Sun, Shuiyu & Buyukada, Musa & Evrendilek, Fatih, 2018. "Co-combustion thermal conversion characteristics of textile dyeing sludge and pomelo peel using TGA and artificial neural networks," Applied Energy, Elsevier, vol. 212(C), pages 786-795.
    4. Rago, Yogeshwari Pooja & Collard, François-Xavier & Görgens, Johann F. & Surroop, Dinesh & Mohee, Romeela, 2022. "Co-combustion of torrefied biomass-plastic waste blends with coal through TGA: Influence of synergistic behaviour," Energy, Elsevier, vol. 239(PA).
    5. Azizi, Kolsoom & Moshfegh Haghighi, Ali & Keshavarz Moraveji, Mostafa & Olazar, Martin & Lopez, Gartzen, 2019. "Co-pyrolysis of binary and ternary mixtures of microalgae, wood and waste tires through TGA," Renewable Energy, Elsevier, vol. 142(C), pages 264-271.
    6. Ledakowicz, S. & Stolarek, P. & Malinowski, A. & Lepez, O., 2019. "Thermochemical treatment of sewage sludge by integration of drying and pyrolysis/autogasification," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 319-327.
    7. Zhang, Wenqi & Chen, Jianbiao & Fang, Hua & Zhang, Guoxu & Zhu, Zhibing & Xu, Wenhao & Mu, Lin & Zhu, Yuezhao, 2022. "Simulation on co-gasification of bituminous coal and industrial sludge in a downdraft fixed bed gasifier coupling with sensible heat recovery, and potential application in sludge-to-energy," Energy, Elsevier, vol. 243(C).
    8. Syed-Hassan, Syed Shatir A. & Wang, Yi & Hu, Song & Su, Sheng & Xiang, Jun, 2017. "Thermochemical processing of sewage sludge to energy and fuel: Fundamentals, challenges and considerations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 888-913.
    9. Bi, Haobo & Wang, Chengxin & Lin, Qizhao & Jiang, Xuedan & Jiang, Chunlong & Bao, Lin, 2020. "Combustion behavior, kinetics, gas emission characteristics and artificial neural network modeling of coal gangue and biomass via TG-FTIR," Energy, Elsevier, vol. 213(C).
    10. Chen, Jianbiao & Gao, Shuaifei & Xu, Fang & Xu, Wenhao & Yang, Yuanjiang & Kong, Depeng & Wang, Yinfeng & Yao, Huicong & Chen, Haijun & Zhu, Yuezhao & Mu, Lin, 2022. "Influence of moisture and feedstock form on the pyrolysis behaviors, pyrolytic gas production, and residues micro-structure evolutions of an industrial sludge from a steel production enterprise," Energy, Elsevier, vol. 248(C).
    Full references (including those not matched with items on IDEAS)

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