面向过程控制的微生物燃料电池模型参数估计

D. Recio-Garrido, M. Perrier, B. Tartakovsky
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引用次数: 5

摘要

微生物燃料电池(MFCs)是一种能够在清洁废水的同时发电的新型装置。为这些系统开发面向动态控制的模型是未来设计软件传感器和基于模型的控制策略的重要工具。为此,本工作提出了一个面向MFC过程控制的模型,该模型将基于质量和电子平衡的基本方程与描述等效电路的方程相结合。该模型考虑了外部电阻脉宽调制过程中观察到的双层电容效应和复杂的非线性动力学,因此既能描述观察到的生物或长期动力学,也能描述电或短期动力学。本文描述了面向MFC过程控制的仿真和预测模型的参数估计。
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Parameter estimation of a microbial fuel cell process control-oriented model
Microbial fuel cells (MFCs) are novel devices capable of producing electricity while cleaning wastewater. Developing dynamic control-oriented models for such systems represents a crucial tool for the future design of software sensors and model-based control strategies. To this end, this work presents a MFC process control-oriented model obtained by combining fundamental equations based on mass and electron balances with equations describing an equivalent electrical circuit. Such model accounts for the double layer capacitance effect and complex nonlinear dynamics observed during pulse-width modulated operation of the external resistance and therefore, it is able to describe the observed biological or long-term dynamics as well as the electrical or short-term dynamics. The parameter estimation for a simulation and a prediction MFC process control-oriented model is here described.
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