Parametric study and global sensitivity analysis for co-pyrolysis of rape straw and waste tire via variance-based decomposition

Li Xu; Yong Jiang; Rong Qiu

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Parametric study and global sensitivity analysis for co-pyrolysis of rape straw and waste tire via variance-based decomposition

机译：基于方差的分解的拉斗秸秆和废气轮胎共热分解的参数研究和全局敏感性分析

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?Co-pyrolysis of rape straw and waste tire were studied by TG-FTIR analysis.

?H2O, CH, OH, CO2and CO were the main products evolved during co-pyrolysis.

?Best-fit data-driven models are developed for predicting mass loss/reaction heat.

?Model uncertainty and interactive effect of input parameters were investigated.

?Global sensitivity indices of operating factors were proposed via Sobol’ method.

Abstract

In present study, co-pyrolysis behavior of rape straw, waste tire and their various blends were investigated. TG-FTIR indicated that co-pyrolysis was characterized by a four-step reaction, and H2O, CH, OH, CO2and CO groups were the main products evolved during the process. Additionally, using BBD-ba

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亮点

？通过TG-FTIR分析研究了强奸秸秆和废弃物轮胎的共热解。

？ h < CE：INF LOC =“POST”> 2 O，CH，OH，CO 2 和CO是在共同进化期间演变的主要产品热解。

？开发了最佳拟合数据驱动模型，用于预测质量损失/反应热量。

？研究了输入参数的模型不确定性和交互式效果。

？通过Sobol'方法提出了操作因子的全局敏感性指标。

抽象

在现有研究中，CO研究了强奸秸秆，废气轮胎及其各种共混物的吡咯分解行为。 TG-FTIR表明，通过四步反应表征了共热分解，H 2 O，CH，OH，CO 2 和CO组是该过程中的主要产品。此外，使用BBD-BA

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来源
《Bioresource Technology: Biomass, Bioenergy, Biowastes, Conversion Technologies, Biotransformations, Production Technologies》 |2018年第2018期|共8页
作者
Li Xu; Yong Jiang; Rong Qiu;
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作者单位

State Key Laboratory of Fire Science University of Science and Technology of China;

State Key Laboratory of Fire Science University of Science and Technology of China;

State Key Laboratory of Fire Science University of Science and Technology of China;

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原文格式 PDF
正文语种 eng
中图分类生物科学;
关键词
Co-pyrolysis; Rape straw; Data-driven modelling; Global sensitivity analysis;

机译：共热分解;强奸秸秆;数据驱动的建模;全局敏感性分析;

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1. Parametric study and global sensitivity analysis for co-pyrolysis of rape straw and waste tire via variance-based decomposition [J] . Li Xu, Yong Jiang, Rong Qiu Bioresource Technology: Biomass, Bioenergy, Biowastes, Conversion Technologies, Biotransformations, Production Technologies . 2018,第期

机译：基于方差的分解的拉斗秸秆和废气轮胎共热分解的参数研究和全局敏感性分析
2. Comparing global sensitivity analysis for a biofilm model for two-step nitrification using the qualitative screening method of Morris or the quantitative variance-based Fourier Amplitude Sensitivity Test (FAST) [J] . Brockmann D, Morgenroth E Water Science and Technology . 2007,第8期

机译：使用Morris的定性筛选方法或基于定量方差的傅里叶振幅灵敏度测试（FAST），对两步硝化生物膜模型的整体敏感性分析进行比较
3. Assessment of upgrading ability and limitations of slow co-pyrolysis: Case of olive mill wastewater sludge/waste tires slow co-pyrolysis [J] . Grioui Najla, Halouani Kamel, Agblevor Foster A. Waste Management . 2019,第JUNa期

机译：缓慢共热解的升级能力和局限性评估：橄榄油厂废水污泥/废轮胎缓慢共热解的案例
4. Variance-Based Sensitivity Analysis for the Long-Term Safety of anUnderground Radioactive Waste Repository in Rock Salt [C] . Dirk-Alexander Becker, Sabine M. Spiessl International conference on probabilistic safety assessment and management : Book of abstracts . 2008

机译：基于方差的敏感性分析，用于岩盐地下放射性废物处置库的长期安全性
5. Thermal decomposition of scrap tires and waste motor oil. [D] . Saraf, Sanjay. 1992

机译：废轮胎和废机油的热分解。
6. Improved biogas production and biodegradation of oilseed rape straw by using kitchen waste and duck droppings as co-substrates in two-phase anaerobic digestion [O] . Chuqiao Wang, Feng Hong, Yong Lu, -1

机译：通过使用厨余垃圾和鸭粪作为两相厌氧消化的共同底物提高油菜秸秆的沼气生产和生物降解
7. Optimization studies of microwave-induced co-pyrolysis of empty fruit bunches/waste truck tire using response surface methodology [O] . Rubia Idris, Cheng Tung Chong, Jahimin A. Asik, 2020

机译：使用响应面法测定微波诱导的空果束/废卡车轮胎的共热分解的优化研究
8. Toward a More Robust Variance-based Global Sensitivity Analysis of Model Outputs [R] . Tong, C. 2007

机译：对模型输出进行更加稳健的基于方差的全局灵敏度分析

Parametric study and global sensitivity analysis for co-pyrolysis of rape straw and waste tire via variance-based decomposition

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