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基于优化自适应阈值的非线性机电系统传感器故障检测和主动容错控制 被引量:9
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作者 郁明 李旺林 蓝盾 《仪器仪表学报》 EI CAS CSCD 北大核心 2022年第4期26-37,共12页
针对具有参数不确定性和传感器故障的非线性机电系统,提出一种基于优化自适应阈值和故障重构策略的主动容错控制方法。首先,利用线性分式变换理论对存在参数不确定性的非线性机电系统进行建模,并提出基于粒子群优化算法的优化自适应阈... 针对具有参数不确定性和传感器故障的非线性机电系统,提出一种基于优化自适应阈值和故障重构策略的主动容错控制方法。首先,利用线性分式变换理论对存在参数不确定性的非线性机电系统进行建模,并提出基于粒子群优化算法的优化自适应阈值以提高参数不确定条件下的故障检测性能。其次,通过解析冗余关系推导出系统的动力学方程,并提出一种基于递归终端滑模的跟踪控制策略,以实现系统健康状态下的负载位置跟踪。当系统发生故障时,构建自适应滑模观测器进行传感器故障重构,根据重构结果设计自适应主动容错控制律,并利用故障检测结果进行控制律的实时切换。实验结果表明,所提出的故障检测和主动容错控制方法能在0.06 s内准确的实现传感器故障检测和容错控制,验证了该方法的可行性。 展开更多
关键词 非线性机电系统 优化自适应阈值 自适应递归终端滑模 传感器故障重构 主动容错控制
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基于键合图的非线性机电系统故障诊断方法研究 被引量:1
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作者 郁明 李梦昕 《电工技术》 2018年第19期12-15,共4页
为了提高非线性机电系统的安全性和可靠性,提出了一种基于非线性键合图模型的实时故障诊断方法。基于建立的考虑了Stribeck摩擦的机电系统键合图模型对系统进行故障诊断;通过结合独立和非独立解析冗余关系构建联合故障特征矩阵的方法,... 为了提高非线性机电系统的安全性和可靠性,提出了一种基于非线性键合图模型的实时故障诊断方法。基于建立的考虑了Stribeck摩擦的机电系统键合图模型对系统进行故障诊断;通过结合独立和非独立解析冗余关系构建联合故障特征矩阵的方法,来提高被监测系统在多故障条件下的故障隔离能力;最后通过非线性机电系统试验平台验证了建立的键合图模型的有效性和故障诊断方法的可行性。 展开更多
关键词 非线性机电系统 键合图模型 故障诊断
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非线性机电系统数学建模的联结方法构架
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作者 王慕桥 《山东工业技术》 2015年第14期166-166,共1页
随着科技的发展,传统的数学建模方法已经失去了通用性,因此,发展数学模型的通用性已经成为了社会发展的需求,我们在传统的机电系统数学建模的基础上,将数学建模存在的优点进行加工,并将缺点进行分析,从而将位移连接,速度连接和加速度连... 随着科技的发展,传统的数学建模方法已经失去了通用性,因此,发展数学模型的通用性已经成为了社会发展的需求,我们在传统的机电系统数学建模的基础上,将数学建模存在的优点进行加工,并将缺点进行分析,从而将位移连接,速度连接和加速度连接相结合,研究出一套通用的数学建模联结方法,这种方法将联结理论从线性系统转化到非线性系统。非线性机电系统数学建模联结方法能够避免传统数学建模中出现的严重偏微分运算。使非线性机电系统数学建模变得简单易行。 展开更多
关键词 非线性机电系统 数学建模 联结方法
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Nonlinear Control of Induction Motor: A Combination of Nonlinear Observer Design and Input-Output Linearization Technique
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作者 Farid Berrezzek Wafa Bourbia Bachir Bensaker 《Journal of Energy and Power Engineering》 2013年第5期1001-1008,共8页
This paper deals with a nonlinear control strategy of induction motor that combines an input-output linearization control technique and a nonlinear observer design. It is well known that induction motors are the most ... This paper deals with a nonlinear control strategy of induction motor that combines an input-output linearization control technique and a nonlinear observer design. It is well known that induction motors are the most widely used motors in electrical appliances, industrial control and automation. However, it is also known that induction motor control is a complex task that is due to its nonlinear characteristics. Two main features of the proposed approach are worth to be mentioned. Firstly, a nonlinear control is carried out using a nonlinear feedback linearization technique involving non available state variable measurements of the induction motor system. Secondly, a nonlinear observer is designed to estimate these pertinent but unmeasurable state variables of the machine. The circle-criterion approach is performed to compute the observer gain matrices as a solution of LMI (linear matrix inequalities) that ensure the stability conditions, in the sense of Lyapunov, of the estimated state error dynamics of the designed observer. Simulation results are presented to validate the effectiveness of the proposed approach. 展开更多
关键词 Induction motor nonlinear control input-output linearization nonlinear observer circle criterion Lyapunov stability.
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A Proof of Lyapunov Stability of a Nonlinear Observer for the Mechanical States of Turbogenerator Systems
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作者 A. Alwadie A. M. Abdel-Hamid 《Journal of Energy and Power Engineering》 2013年第6期1206-1213,共8页
The dynamics of a turbogenerator are characterized by a nonlinearly interacting electrical and mechanical subsystems. Accurate and robust state reconstruction by an observer should be based on its nonlinear dynamic be... The dynamics of a turbogenerator are characterized by a nonlinearly interacting electrical and mechanical subsystems. Accurate and robust state reconstruction by an observer should be based on its nonlinear dynamic behavior. Linear and reduced order observers are undesired since intolerable error of state reconstruction may be expected especially if the operating conditions and/or the external disturbances are, as usual in modern power systems, extremely changed. The 2nd authors of this paper had published a methodical design of a full order nonlinear observer for turbogenerator systems and conducted its experimental validation on a 120 MVA and 1,000 MVA synchronous generators at Gud-Power Station in south Munich (Germany) and the Nuclear Power Station of Goesgen (Switzerland). In this paper, the Lyapunov's stability is applied to the mechanical slow motion of nonlinear observer. A second order Lyapunov function is introduced. Based on the energy interpretations of its terms, the necessary and sufficient conditions for the asymptotic stability of this nonlinear observer are derived. 展开更多
关键词 TURBOGENERATORS Lyapunov stability function nonlinear observer synchronous generator nonlinear feedback.
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Modeling and simulation of non-linear dynamic process of the induction motor system with fluctuating potential loads 被引量:13
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作者 LUO Wei WANG Bo +1 位作者 ZHAO HaiSen LUO YingLi 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第9期1729-1737,共9页
The induction motor system with fluctuating potential loads is a non-linear complex electro-mechanical system.With beam pumping motors as an example,this paper proposes a multiple factor non-linear mathematical model ... The induction motor system with fluctuating potential loads is a non-linear complex electro-mechanical system.With beam pumping motors as an example,this paper proposes a multiple factor non-linear mathematical model to study the operating performance of the induction motor system.This model consists of non-linear time varying electromagnetic field equations,mechanical wave equations of sucker rods and non-linear coupling equation of reducer and four-bar linkage.The equations are numerically solved by combining time-step finite element method(TS-FEM),finite difference method(FDM),a linear dimension reduction method and the Newton-Raphson method.Simulation results,which are validated by experiments,reveal the influence of the fluctuating potential load on magnetic field distributions,stator and rotor currents,the input power and the power factor.The model and simulation results provide theoretical and technical supports for subsequent researches on model simplification and energy saving technologies. 展开更多
关键词 induction motors electromagnetic field equation wave equations TS-FEM finite difference method
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