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Auto tuning of PID controller

机译:PID控制器的自动调谐

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摘要

Highly increasing global competition has led to continuous improvisation of process control, optimization and its design which constitute the most important factors of any industry. To analyze the effect of variables at different conditions of process a pilot plant plays a crucial role. This work is directed towards the design, development and implementation of an auto-tuning Proportional Integral Derivative (PID) controller for heat exchanger present in forced circulation evaporator pilot plant and boiler and heat exchanger pilot plant. These laboratory based pilot plants are used to perform rigorous experimentation for validation of theoretical results on actual system. The major part of the process is development of model and implementation of auto tuning algorithm as the tuning parameters have to be updated continuously. Basically in practical implementation of a PID controller and tuning its control parameter there is a possibility that due to human intervention the process is not tuned to obtain optimum control hence auto-tune method serves a masterpiece as it automatically tunes the parameters (which in other case have to be tuned manually) and controls the process to its optimum limits. As a prerequisite, we have considered implementation of both the methods i.e. Ziegler Nichols PID (ZNPID) and Augmented Ziegler Nichols PID (AZNPID) in MATLAB on the generic model of heat exchanger which is validated against results available in the literature and their performance is analyzed for different performance parameters, namely percentage overshoot, rise time and settling time. Ziegler Nichols auto-tune method used for tuning the decentralized PID loop is implemented in MATLAB.
机译:全球竞争的高度增加导致了过程控制,优化及其设计的不断加速,构成了任何行业最重要的因素。为了分析各种过程条件的变量的影响,试点植物起到至关重要的作用。这项工作旨在设计,开发和实施,用于在强制循环蒸发器试验厂和锅炉和换热器先导厂中的热交换器进行自动调谐比例整体衍生物(PID)控制器。这些基于实验室的试验厂用于对实际系统验证理论结果进行严格的实验。该过程的主要部分是开发模型和自动调谐算法的实现,因为必须连续更新调谐参数。基本上在PID控制器的实际实现中,调整其控制参数有可能由于人为干预而未调整的过程以获得最佳控制,因此自动调谐方法为其自动调谐参数(在其他情况下必须手动调整)并将过程控制为其最佳限制。作为先决条件,我们已经考虑了在Matlab上的Ziegler Nichols PID(ZnPID)和增强Ziegler尼科尔斯PID(AZNPID)的实施方式,该方法在换热器的通用模型上进行了验证的换热器,并分析了它们的性能,并进行了性能对于不同的性能参数,即百分比过冲,上升时间和稳定时间。用于调整分散的PID环路的Ziegler Nichols自动调谐方法在Matlab中实现。

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