Comparison between Adaptive and Fuzzy logic controllers for advance microwave biodiesel reactor

W. Wali, J. Cullen, K. Hassan, A. Mason, A. Al-Shamma'a
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引用次数: 6

Abstract

Biodiesel reactor is the heart of biodiesel system. These reactors involve a highly complex set of chemical reactions and heat transfers. The high nonlinearity requires an efficient control algorithm to handle the variation of operational process parameters and the effect of process disturbances efficiently. In this paper, Fuzzy logic and Adaptive controllers are compared for advance microwave biodiesel reactor. The process control is complex and nonlinear, the Adaptive control have longer time and unreliability in dealing with the system parameters including temperature, microwave power, liquid flow rate as well as the prediction of chemical reaction. The proposed fuzzy logic control will provide precise temperature control and faster warm-up phase with quicker response to disturbances with minimal overshoot and undershoot where Adaptive control techniques can not meet these extra challenges. A closed loop fuzzy and adaptive controllers are used to automatically and continuously adjust the applied power of microwave reactor under different perturbations. Labview based software tool will be presented and used for measurement and control of the full system, with real time monitoring.
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先进微波生物柴油反应器自适应控制器与模糊控制器的比较
生物柴油反应器是生物柴油系统的核心。这些反应器涉及一系列高度复杂的化学反应和热传递。高度非线性要求一种有效的控制算法来有效地处理运行过程参数的变化和过程扰动的影响。本文对先进微波生物柴油反应器的模糊控制器和自适应控制器进行了比较。过程控制是复杂的、非线性的,自适应控制在处理温度、微波功率、液体流量以及化学反应预测等系统参数时时间较长且不可靠。提出的模糊逻辑控制将提供精确的温度控制和更快的预热阶段,更快地响应干扰,最小的超调和欠调,而自适应控制技术无法满足这些额外的挑战。采用闭环模糊自适应控制器对微波电抗器在不同扰动下的功率进行自动连续调节。将介绍基于Labview的软件工具,并将其用于整个系统的测量和控制,并进行实时监控。
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