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A review of mathematical models for composting

机译:堆肥数学模型综述

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摘要

Composting is a valuable method to treat and valorize organic waste. However, the process is defined by its dynamic nature and governed by a multitude of operating parameters. As such, mathematical modelling of the process offers a powerful tool to simulate and predict the variable outcomes of the process, allowing for its optimization. This can include improving efficiency, lowering costs and reducing environmental impact. To aid with the development of future models, we provide an up to date review and assessment on the state of the art of composting modelling. By reviewing 40 years of literature, this review paints the most complete picture of the field to date. This includes an analysis of trends in composting modelling: looking at the type of systems that are targeted, the aim of the models and the approaches to kinetics and mass and heat transfer. Regarding modelling approaches, we explore the fractionation of both substrates and microorganisms, the biological processes that can be included (disintegration, hydrolysis, uptake and death) and their kinetics (first-order, Monod-type), energy balances (biological generation, convection, conduction) and mass balances. We also provide a review of the results of sensitivity analyses performed on composting models, finding that models are most sensitive to microbial growth and death rates, as well as consumption rates and product yields. In the final portion of the review, we identify, explore, and provide guiding recommendations for work on emerging areas and areas requiring development in composting modelling (volume change, pH, maturation, artificial intelligence, etc.). (C) 2020 Elsevier Ltd. All rights reserved.
机译:堆肥是一种有价值的方法,可治疗和储存有机废物。然而,该过程由其动态性质定义,并由多个操作参数控制。因此,该过程的数学建模提供了一个强大的工具来模拟和预测过程的变量结果,允许其优化。这可以包括提高效率,降低成本和减少环境影响。为了帮助发展未来的模型,我们提供了最新的审查和评估堆肥建模的最新状态。通过审查40年的文学,这篇评论将绘制迄今为止最完整的现场图片。这包括对堆肥建模趋势的分析:看着目标的系统类型,模型的目的以及动力学和质量和传热的方法。关于建模方法,我们探讨底物和微生物的分馏,可以包括的生物过程(崩解,水解,摄取和死亡)及其动力学(一阶,Monod型),能量平衡(生物发电,对流,传导)和质量余额。我们还提供对堆肥模型进行的敏感性分析结果的审查,发现模型对微生物生长和死亡率最敏感,以及消费率和产品产量。在审查的最后部分,我们识别,探索,并为新兴地区和需要开发的地区提供指导建议,以堆肥建模(体积变化,pH,成熟,人工智能等)。 (c)2020 elestvier有限公司保留所有权利。

著录项

  • 来源
    《Waste Management》 |2020年第7期|379-394|共16页
  • 作者单位

    Univ Laval Chem Engn Dept BioEngine Res Team Green Proc Engn & Biorefinerie 1065 Ave Med Quebec City PQ G1V 0A6 Canada|Univ Laval Ctr Rech Eau CentrEau 1065 Ave Med Quebec City PQ G1V 0A6 Canada;

    INRAE UR OPAALE F-35044 Rennes Ille & Vilaine France;

    Univ Laval Chem Engn Dept BioEngine Res Team Green Proc Engn & Biorefinerie 1065 Ave Med Quebec City PQ G1V 0A6 Canada|Univ Laval Ctr Rech Eau CentrEau 1065 Ave Med Quebec City PQ G1V 0A6 Canada;

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

    Aerobic biodegradation; Modelling; Simulation; Prediction; Artificial intelligence; Stochastic;

    机译:有氧生物降解;建模;模拟;预测;人工智能;随机;

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