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佳点集遗传算法及其在PID控制中的应用 被引量:5
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作者 彭勇 施宁 林浒 《计算机应用研究》 CSCD 北大核心 2009年第2期524-526,共3页
传统遗传算法具有收敛速度慢、局部寻优能力较差且容易出现"早熟"等现象,运用数论中的佳点集理论与方法对其进行改进。改进的算法通过生成一种具有良好多样性的均匀初始种群,构造出新型的佳点交叉算子和变异算子,使得在进化... 传统遗传算法具有收敛速度慢、局部寻优能力较差且容易出现"早熟"等现象,运用数论中的佳点集理论与方法对其进行改进。改进的算法通过生成一种具有良好多样性的均匀初始种群,构造出新型的佳点交叉算子和变异算子,使得在进化过程中子代可以更好地继承父代的优良特性,有效地改善了传统算法的全局收敛速度,避免了"早熟"现象的发生。将此改进算法应用于工业PID控制器的参数寻优,仿真结果显示出佳点集遗传算法明显提高了搜索速度,系统的动态性能和稳定性也有明显改善。 展开更多
关键词 佳点集 遗传算法 比例微积分控制器 参数寻优
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基于内模控制的互耦水槽建模与仿真
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作者 陈力 胡刚 《计算机仿真》 CSCD 北大核心 2011年第7期401-405,共5页
研究工业控制器稳定控制问题,内模控制(IMC)结构和设计简便,只有一个整定参数,参数调整与系统动态品质和鲁棒性的关系明确,采用IMC原理可以提高PID控制器的设计水平。为保证水槽系统的稳定性和跟踪性,从IMC的基本结构出发,提出了一种简... 研究工业控制器稳定控制问题,内模控制(IMC)结构和设计简便,只有一个整定参数,参数调整与系统动态品质和鲁棒性的关系明确,采用IMC原理可以提高PID控制器的设计水平。为保证水槽系统的稳定性和跟踪性,从IMC的基本结构出发,提出了一种简单的IMC控制器设计方法,使用一个单负反馈回路系统,对控制对象化简成一个简单的一阶加延迟模型,然后整定出所需控制器的参数,以达到控制要求。通过MATLAB上进行仿真,结果表明,所设计的控制器具有常规PID的优点,且跟踪调节性能好,对水槽控制具有较好的鲁棒性和动态性,证明IMC法具有广泛的适用性。 展开更多
关键词 内模控制 互耦水槽 比例微积分控制器 仿真
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Sliding Mode Predictive Control of Main Steam Pressure in Coal-fired Power Plant Boiler 被引量:4
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作者 史元浩 王景成 章云锋 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2012年第6期1107-1112,共6页
Since the combustion system of coal-fired boiler in thermal power plant is characterized as time varying, strongly coupled, and nonlinear, it is hard to achieve a satisfactory performance by the conventional proportio... Since the combustion system of coal-fired boiler in thermal power plant is characterized as time varying, strongly coupled, and nonlinear, it is hard to achieve a satisfactory performance by the conventional proportional integral derivative (PID) control scheme. For the characteristics of the main steam pressure in coal-fired power plant boiler, the sliding mode control system with Smith predictive structure is proposed to look for performance and robustness improvement. First, internal model control (IMC) and Smith predictor (SP) is used to deal with the time delay, and sliding mode controller (SMCr) is designed to overcome the model mismatch. Simulation results show the effectiveness of the proposed controller compared with conventional ones. 展开更多
关键词 coal fired power plant boiler combustion system main steam pressure sliding mode control Smith predictor internal model control
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Improvement of one-cycle controller by use of proportional integral differential controller
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作者 RUZBEHANIMohsen ZHOULuowei WANGMingyu 《Journal of Chongqing University》 CAS 2004年第1期20-25,共6页
The main advantage of one-cycle control is its ability to reject input disturbance in one-cycle. Despite this great ability, it can not provide good responses in following commands and rejecting load disturbance. This... The main advantage of one-cycle control is its ability to reject input disturbance in one-cycle. Despite this great ability, it can not provide good responses in following commands and rejecting load disturbance. This study explores the way to overcome these problems by using another controller. Although the idea of using output feedback has been used in previous works, by considering a simple model for one-cycle controller, the design of the controller has become simpler in this work. In the proposed method, difficult mathematical modeling is avoided. Based on decupling of effects of feedback and input voltage disturbance, a simple model for one-cycle controller has been given. Therefore, by employing a conventional averaging method and the model of one-cycle controller, design of proportional integral differential controller has become straightforward. 展开更多
关键词 one-cycle control MODELING proportional-integral-differential controller.
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Strategy for Controlling the Level in a Dissolved Air Flotation Chamber
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作者 Rodrigo Almeida Galdino Alex Elton de Moura +1 位作者 Valdemir Alexandre dos Santos Leonie Asfora Sarubbo 《Journal of Chemistry and Chemical Engineering》 2015年第5期344-352,共9页
The aim of the present study was to implant an efficient strategy for controlling the level of the effluent-oily foam interface in a DAF (dissolved air flotation) chamber of a pilot-scale prototype. DAF has been suc... The aim of the present study was to implant an efficient strategy for controlling the level of the effluent-oily foam interface in a DAF (dissolved air flotation) chamber of a pilot-scale prototype. DAF has been successfully used in the treatment of oily water, which is one of the main environmental problems in different industrial facilities. Along with important operational parameters, such as microbubble size and flow rate, the control strategy for the automation of a DAF chamber may be an important tool for increasing efficiency. Controlling the level was the strategy chosen to enhance the separation efficiency in a pilot-scale DAF prototype, with monitoring performed using a computational program in LabVIEW (laboratory virtual instrument engineering workbench). The findings demonstrate that it is possible to maintain the level of the fluid at a reference value established by the operator using the software program through the application of classic proportional integral derivative controllers. Using this control tool, the efficiency of water-oil separation in the pilot flotation chamber prototype was increased to nearly 98%. 展开更多
关键词 Dissolved air flotation level control LABVIEW proportional integral derivative liquid-liquid separation.
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Feedback Stabilization for a Scalar Conservation Law with PID Boundary Control 被引量:2
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作者 Jean Michel CORON Simona Oana TAMASOIU 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2015年第5期763-776,共14页
This paper deals with a scalar conservation law in 1-D space dimension, and in particular, the focus is on the stability analysis for such an equation. The problem of feedback stabilization under proportional-integral... This paper deals with a scalar conservation law in 1-D space dimension, and in particular, the focus is on the stability analysis for such an equation. The problem of feedback stabilization under proportional-integral-derivative(PID for short) boundary control is addressed. In the proportional-integral(PI for short) controller case, by spectral analysis, the authors provide a complete characterization of the set of stabilizing feedback parameters, and determine the corresponding time delay stability interval. Moreover, the stability of the equilibrium is discussed by Lyapunov function techniques, and by this approach the exponential stability when a damping term is added to the classical PI controller scheme is proved. Also, based on Pontryagin results on stability for quasipolynomials, it is shown that the closed-loop system sub ject to PID control is always unstable. 展开更多
关键词 Boundary feedback FID controllers Linear scalar conservation law
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A Hybrid Firefly Algorithm for Optimizing Fractional Proportional-Integral-Derivative Controller in Ship Steering 被引量:1
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作者 薛晗 邵哲平 +2 位作者 潘家财 赵强 马峰 《Journal of Shanghai Jiaotong university(Science)》 EI 2016年第4期419-423,共5页
In this paper, a new algorithm which integrates the powerful firefly Mgorithm (FA) and the ant colony optimization (ACO) has been used in tracking control of ship steering for optimization of fractional-order prop... In this paper, a new algorithm which integrates the powerful firefly Mgorithm (FA) and the ant colony optimization (ACO) has been used in tracking control of ship steering for optimization of fractional-order proportional-integral-derivative (FOPID) controller gains. Particle swarm optimization (PSO) algorithm is also used to optimize FOPID controllers, and their performances are compared. It is found that FA optimized FOPID controller gives better performance than others. Sensitivity analysis has been carried out to see the robustness of optimum FOPID gains obtained at nominal conditions to wide changes in system parameters, and the optimum FOPID gains need not be reset for wide changes in system parameters. 展开更多
关键词 firefly algorithm (FA) fractional-order proportional-integral-derivative (FOPID) ant colony optimization (ACO) tracking control ship steering
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