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基于控制性能比较的非线性不对称系统预测控制 被引量:3
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作者 韦明辉 罗雄麟 冯爱祥 《化工学报》 EI CAS CSCD 北大核心 2012年第10期3183-3189,共7页
生产过程某些非线性系统常常表现出不对称动态特性,相对于其在工业工程中经常出现的理论研究特别是控制方法研究则十分有限。本文针对基于正反方向上的两个线性模型分别设计PID控制器的缺陷,提出根据正反方向上的线性模型分别设计相应... 生产过程某些非线性系统常常表现出不对称动态特性,相对于其在工业工程中经常出现的理论研究特别是控制方法研究则十分有限。本文针对基于正反方向上的两个线性模型分别设计PID控制器的缺陷,提出根据正反方向上的线性模型分别设计相应的状态反馈预测控制器。在每一步的控制率计算中,正反方向的控制器分别计算控制作用,并通过比较正反控制器的控制性能指标来确定最终采用的控制作用。通过pH值控制的仿真实验证明其对非线性不对称系统的控制效果明显优于传统的在正反方向分别采用PID控制的控制效果。 展开更多
关键词 非线性不对称系统 预测控制 控制性能指标 PH值控制
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非线性不对称系统的模型预测控制 被引量:1
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作者 罗雄麟 韦明辉 +1 位作者 许锋 冯爱祥 《控制与决策》 EI CSCD 北大核心 2013年第5期763-768,773,共7页
针对基于正反方向上的两个线性模型分别设计PID控制器的缺陷,提出根据正反方向上的线性模型分别设计相应的状态反馈预测控制器.采用输入输出约束策略保证模型准确,并通过可行性分析确定最终的控制作用.pH值控制的仿真实验表明,其对不对... 针对基于正反方向上的两个线性模型分别设计PID控制器的缺陷,提出根据正反方向上的线性模型分别设计相应的状态反馈预测控制器.采用输入输出约束策略保证模型准确,并通过可行性分析确定最终的控制作用.pH值控制的仿真实验表明,其对不对称非线性系统的控制效果明显优于传统的基于单一线性模型的预测控制及正反方向分别采用PID控制的控制效果. 展开更多
关键词 非线性不对称系统 状态反馈预测控制 可行性分析 PH值控制
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不对称系统输入反馈预测控制及可控性分析 被引量:1
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作者 冯爱祥 韦明辉 罗雄麟 《化工学报》 EI CAS CSCD 北大核心 2012年第S2期106-111,共6页
研究了生产过程中一类特殊的非线性系统,不对称系统的预测控制方法。在正反方向的控制作用下,这类系统表现出不对称动态特性。此类系统的理论研究特别是控制方法研究十分有限。针对基于正反方向上的线性模型设计的正反模型预测控制方法... 研究了生产过程中一类特殊的非线性系统,不对称系统的预测控制方法。在正反方向的控制作用下,这类系统表现出不对称动态特性。此类系统的理论研究特别是控制方法研究十分有限。针对基于正反方向上的线性模型设计的正反模型预测控制方法与传统预测控制方法在结构上的差异进行了分析,说明了由于这种结构上的差异可能导致的模型失配及控制效果不佳,然后采用输入反馈方法对不对称系统正反模型预测控制方法进行了修正,将实际施加给对象的控制作用通过反馈形式纳入到下一步正反方向控制律的求解中。并且在无约束的条件下分析了正反模型预测控制方法的可控性。最后通过pH值控制的仿真实验验证了此两种不对称系统正反模型预测控制方法的控制效果。 展开更多
关键词 非线性不对称系统 预测控制 输入反馈 可控性分析 PH值控制
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Effect of Asymmetric Potential and Gaussian Colored Noise on Stochastic Resonance
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作者 HAN Yin-Xia LI Jing-Hui CHEN Shi-Gang 《Communications in Theoretical Physics》 SCIE CAS CSCD 2005年第2X期226-230,共5页
The phenomenon of stochastic resonance (SR) in a bistable nonlinear system is studied when the system is driven by the asymmetric potential and additive Gaussian colored noise. Using the unified colored noise approx... The phenomenon of stochastic resonance (SR) in a bistable nonlinear system is studied when the system is driven by the asymmetric potential and additive Gaussian colored noise. Using the unified colored noise approximation method, the additive Gaussian colored noise can be simplified to additive Gaussian white noise. The signal-to-noise ratio (SNR) is calculated according to the generalized two-state theory (shown in [H.S. Wio and S. Bouzat, Brazilian J.Phys. 29 (1999) 136]). We find that the SNR increases with the proximity of a to zero. In addition, the correlation time T between the additive Gaussian colored noise is also an ingredient to improve SR. The shorter the correlation time T between the Gaussian additive colored noise is, the higher of the peak value of SNR. 展开更多
关键词 additive Gaussian colored noise stochastic resonance signal-to noise ratio
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Asymmetry in Negative Refraction of Nonlinear Waves
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作者 HUANG Xiao-Qing CUI Xiao-Hua +3 位作者 CAO Zhou-Jian LIAO Xu-Hong ZHANG Hong HU Gang 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第7期128-132,共5页
Recently, inwardly propagating waves (called antiwaves, AWs) in nonlinear oscillatory systems have attracted much attention. An interesting negative refraction phenomenon has been observed in a bidomain system where... Recently, inwardly propagating waves (called antiwaves, AWs) in nonlinear oscillatory systems have attracted much attention. An interesting negative refraction phenomenon has been observed in a bidomain system where one medium supports forwardly propagating waves (normal waves, NWs) and the other AWs. In this paper we find that negative refraction (NR) in nonlinear media has an asymmetric property, i.e., NR can be observed only by applying wave source with proper frequency to one medium, but not the other. Moreover, NR appears always when the incident waves are dense and the refractional waves are sparse. This asymmetry is a particular feature for nonlinear NR, which can neither be observed in linear refraction processes (both positive and negative refractions) nor in nonlinear positive refraction. The mechanism underlying the asymmetry of nonlinear NR are fully understood based on the competition of nonlinear waves. 展开更多
关键词 nonlinear waves negative refraction asymmetry
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Non-interior Continuation Algorithm for Solving System of Inequalities over Symmetric Cones
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作者 张颖 卢楠 《Transactions of Tianjin University》 EI CAS 2011年第2期89-95,共7页
As a basic mathematical structure,the system of inequalities over symmetric cones and its solution can provide an effective method for solving the startup problem of interior point method which is used to solve many o... As a basic mathematical structure,the system of inequalities over symmetric cones and its solution can provide an effective method for solving the startup problem of interior point method which is used to solve many optimization problems.In this paper,a non-interior continuation algorithm is proposed for solving the system of inequalities under the order induced by a symmetric cone.It is shown that the proposed algorithm is globally convergent and well-defined.Moreover,it can start from any point and only needs to solve one system of linear equations at most at each iteration.Under suitable assumptions,global linear and local quadratic convergence is established with Euclidean Jordan algebras.Numerical results indicate that the algorithm is efficient.The systems of random linear inequalities were tested over the second-order cones with sizes of 10,100,,1 000 respectively and the problems of each size were generated randomly for 10 times.The average iterative numbers show that the proposed algorithm can generate a solution at one step for solving the given linear class of problems with random initializations.It seems possible that the continuation algorithm can solve larger scale systems of linear inequalities over the secondorder cones quickly.Moreover,a system of nonlinear inequalities was also tested over Cartesian product of two simple second-order cones,and numerical results indicate that the proposed algorithm can deal with the nonlinear cases. 展开更多
关键词 system of inequalities symmetric cone non-interior continuation algorithm global linear convergence local quadratic convergence
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