厌氧消化产气预测模型研究进展

Research Progress on Biogas Production Prediction Models for Anaerobic Digestion

综述了厌氧消化产气预测模型的研究现状,通过论述线性回归模型、动力学模型、人工神经网络模型的应用研究进展及存在问题,并重点介绍人工神经网络产气预测模型,对其发展趋势进行展望,以期为今后产气预测模型的选择提供指导,为模型在实际工程中的应用提供依据。

This paper reviewed the current research progress on biogas production prediction models for anaerobic digestion,discussed research progress and existing limitations of multivariate linear regression model,dynamic model and artificial neural network model,mainly focused on the artificial neural network model,and outlook the development trend of artificial neural network,which could provide model selection guidance for future biogas production prediction and theoretical basis for practical engineering application.