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Parametric assessment of stochastic variability in co-combustion of textile dyeing sludge and shaddock peel

机译:纺织污泥与柚皮的共燃过程中随机变异性的参数评估

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摘要

This study aimed at quantification of co-combustion behaviors and kinetic parameters of textile dyeing sludge (TDS) and shaddock peel (SP) in response to blend ratio, heating rate, and temperature. The experimental responses of mass loss (ML) and mass loss rate (MLR) measured using a thermogravimetric analyzer were also estimated using the best-fit multiple non-linear regression (MNLR) models. The independent validations of the models led to high coefficients of determination of 99.8% for ML and 83.8% for MLR. Stochastic uncertainty associated with the model predictors was assessed using Monte Carlo simulations. Our results indicated that the overall cumulative uncertainty was greater in the model predictions of MLR than ML. (C) 2019 Elsevier Ltd. All rights reserved.
机译:这项研究旨在量化对混合比,加热速率和温度的影响,纺织品染色污泥(TDS)和柚子皮(SP)的共燃行为和动力学参数。还使用最佳拟合多元非线性回归(MNLR)模型估算了使用热重分析仪测得的质量损失(ML)和质量损失率(MLR)的实验响应。对模型的独立验证导致ML的测定系数较高,MLR的测定系数较高,为83.8%。使用蒙特卡洛模拟评估了与模型预测变量相关的随机不确定性。我们的结果表明,MLR的模型预测中的总累积不确定性大于ML。 (C)2019 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Waste Management》 |2019年第8期|128-135|共8页
  • 作者单位

    Guangdong Univ Technol, Inst Environm Hlth & Pollut Control, Sch Environm Sci & Engn,Guangdong Key Lab Environ, Guangzhou Key Lab Environm Catalysis & Pollut Con, Guangzhou 510006, Guangdong, Peoples R China;

    Guangdong Univ Technol, Inst Environm Hlth & Pollut Control, Sch Environm Sci & Engn,Guangdong Key Lab Environ, Guangzhou Key Lab Environm Catalysis & Pollut Con, Guangzhou 510006, Guangdong, Peoples R China;

    Abant Izzet Baysal Univ, Dept Chem Engn, TR-14030 Bolu, Turkey;

    Abant Izzet Baysal Univ, Dept Environm Engn, TR-14030 Bolu, Turkey|Ardahan Univ, Dept Environm Engn, TR-75500 Ardahan, Turkey;

    Naresuan Univ, Fac Agr Nat Resources & Environm, Dept Nat Resources & Environm, Phitsanulok 65000, Thailand;

    Guangdong Univ Technol, Inst Environm Hlth & Pollut Control, Sch Environm Sci & Engn,Guangdong Key Lab Environ, Guangzhou Key Lab Environm Catalysis & Pollut Con, Guangzhou 510006, Guangdong, Peoples R China;

    Abant Izzet Baysal Univ, Dept Mech Engn, TR-14030 Bolu, Turkey;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Co-combustion; Uncertainty analysis; Data-driven modeling; Alternative biomass; Sludge;

    机译:共燃烧;不确定性分析;数据驱动建模;替代生物量;污泥;

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