先进CANDU反应器(ACR-700)反应器调节系统的LabVIEW建模与智能控制器设计

Q4 Physics and Astronomy
A. H. Malik, Feroza Arshad, A. Memon
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引用次数: 0

摘要

本文以700mwe功率的先进CANDU反应堆(ACR-700)为研究对象,进行了反应堆调节系统(RRS)建模和智能控制器设计。ACR-700是最先进的第三代反应堆。对反应器调节系统进行了建模,特别强调了内部和外部反应装置。ACR-700设计有液区控制(LZC)模型、调节器组模型、吸收器组模型和停机组模型。RRS模型是基于空间核反应堆动力学原理建立的高度复杂的模型。RRS模型是一个多变量模型。基于5个内部反馈和3个反馈建立了空间反应器动力学模型。原始的RRS控制器设计是由PID控制算法组成的。采用先进的智能算法对控制设计进行了重新尝试,其中ANFIS控制器被用作现代控制设计工具。新的ANFIS控制器基本上是一个多变量控制器。RRS的所有建模都是在Visual Basic (VB)软件中实现的,控制器是在LabVIEW中配置的。为Visual Basic和LabVIEW的接口设计了一个特殊的工具包,称为VBLAB。采用遗传算法对智能控制器参数进行优化。ga优化的智能控制器配置了VB RRS模型。所有变量趋势都在VB环境中可视化。所提出的闭环ACR-700 RRS控制系统进行了小扰动分析和功率下降暂态测试,结果表明该系统在设计范围内具有良好的性能。将所提出的ACR-700 RRS控制器的性能与现有的常规控制器进行了比较。与现有的控制方案相比,所提出的控制方案具有减少振荡和更快的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and Intelligent Controller Design for Reactor Regulating System of Advanced CANDU Reactor (ACR-700) in LabVIEW
In this research work, an Advanced CANDU Reactor of 700 MWe rating (ACR-700) is attempted for Reactor Regulating System (RRS) modeling and intelligent controller design. ACR-700 is a state-of-the-art advanced generation-III reactor. The reactor regulating system is modeled with special emphasis on internal and external reactivity devices. ACR-700 is designed with Liquid Zone Control (LZC) Model, Adjuster Banks Model, Absorber Banks Model and Shutdown Banks Model. The RRS model is a highly sophisticated model developed based on the principle of spatial nuclear reactor dynamics. The RRS model is a multivariable model. The spatial reactor dynamics is modeled based on five internal feedbacks and three feedbacks. The original controller design of RRS is comprised of a PID control algorithm. The control design is reattempted with an advanced intelligent algorithm in which the ANFIS controller is used as a modern control design tool. The new ANFIS controller is basically a multivariable controller. All the modeling of RRS is implemented in Visual Basic (VB) Software while the controller is configured in LabVIEW. A special toolkit is designed for the interfacing of Visual Basic and LabVIEW known as VBLAB. The optimization of intelligent controller parameters is carried out by Genetic Algorithm (GA). The GA-optimized intelligent controller is configured with the VB RRS model. All the variable trends are visualized in the VB environment. The proposed closed-loop ACR-700 RRS control system is tested for small perturbation Analysis and power ramp-down transient and found with excellent behavior well within the design limits. The performance of the suggested ACR-700 RRS controller is compared with the existing conventional controller. The performance of the suggested control scheme is marked with reduced oscillations and faster as compared to the existing control scheme.
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来源期刊
Proceedings of the Pakistan Academy of Sciences: Part A
Proceedings of the Pakistan Academy of Sciences: Part A Computer Science-Computer Science (all)
CiteScore
0.70
自引率
0.00%
发文量
15
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