Catalytic co-pyrolysis of oil palm empty fruit bunches (EFB) and surgical face mask (SFM) wastes: Thermo-kinetic study, ANN model fitting, and synergistic effect

IF 5.5 3区 工程技术 Q1 ENGINEERING, CHEMICAL
Melvin Xin Jie Wee , Bridgid Lai Fui Chin , Agus Saptoro , Jiuan Jing Chew , Jaka Sunarso , Suzana Yusup , Abhishek Sharma
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引用次数: 0

Abstract

Background

Catalytic co-pyrolysis process is an emerging thermochemical pathway to convert multiple wastes, such as biomass and municipal solid wastes into value added fuels. The ecology would suffer from mishandling of these materials, leading to landfills and microplastic contamination. However, the co-pyrolysis of the surgical face mask (SFM) wastes with biomass remains a niche research area.

Methods

The co-pyrolysis performance, kinetics and thermodynamics of oil palm empty fruit bunches (EFB) and SFM mixture were evaluated via thermogravimetric analysis (TGA) approach at heating rates from 10 to 100 °C.min−1 with weight ratio of 1:1, 4:1 and 1:4. Additionally, the development of the artificial neural network (ANN) model to represent the thermal degradation behaviour of the overall catalytic co-pyrolysis process for EFB and SFM mixtures.

Significant findings

The highest average pyrolysis performance index, Ir value of 8.11 was found in the reaction at 50 °C.min−1. The weight change, ΔWTGA showed the thermal degradation behaviour of EFB and SFM co-pyrolysis exhibited predominantly inhibitory characteristics, as the experimental values were higher than the theoretical values. Moreover, the HZSM-5 catalyst showed great affinity towards the sample matrix, achieving high reduction of activation energy and difference in enthalpy of 13.54 % and 14.94 %, respectively.

Abstract Image

油棕空果串(EFB)和手术面罩(SFM)废料的催化共热解:热动力学研究、ANN 模型拟合和协同效应
背景催化共热解工艺是将生物质和城市固体废物等多种废物转化为增值燃料的新兴热化学途径。对这些材料的不当处理会对生态环境造成损害,导致垃圾填埋和微塑料污染。方法通过热重分析(TGA)方法评估了油棕空果枝(EFB)和 SFM 混合物的共热解性能、动力学和热力学,加热速率为 10 至 100 °C.min-1,重量比为 1:1、4:1 和 1:4。此外,还开发了人工神经网络(ANN)模型来表示 EFB 和 SFM 混合物整体催化协同热解过程的热降解行为。重要发现在 50 °C.min-1 的反应中,平均热解性能指数最高,Ir 值为 8.11。重量变化 ΔWTGA 表明 EFB 和 SFM 共热解的热降解行为主要表现出抑制特性,因为实验值高于理论值。此外,HZSM-5 催化剂对样品基质表现出极大的亲和力,活化能和焓差分别降低了 13.54% 和 14.94%。
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来源期刊
CiteScore
9.10
自引率
14.00%
发文量
362
审稿时长
35 days
期刊介绍: Journal of the Taiwan Institute of Chemical Engineers (formerly known as Journal of the Chinese Institute of Chemical Engineers) publishes original works, from fundamental principles to practical applications, in the broad field of chemical engineering with special focus on three aspects: Chemical and Biomolecular Science and Technology, Energy and Environmental Science and Technology, and Materials Science and Technology. Authors should choose for their manuscript an appropriate aspect section and a few related classifications when submitting to the journal online.
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