深圳信息职业技术学院学报
深圳信息職業技術學院學報
심수신식직업기술학원학보
JOURNAL OF SHENZHEN INSTITUTE OF INFORMATION TECHNOLOGY
2015年
1期
16-21
,共6页
LMS算法%控制通道%数学模型%辨识
LMS算法%控製通道%數學模型%辨識
LMS산법%공제통도%수학모형%변식
LMS algorithm%control channel%mathematic model%identification
对基于LMS自适应算法的压电驱动器控制通道数学模型辨识方法进行系统研究。压电驱动器控制通道数学模型是基于FX-LMS控制算法的各类主动隔振或主动控制系统开发所必须的条件。首先对其进行详细的理论推导,并对其工程实现进行分析;在此基础上,开发基于LMS算法的压电驱动器控制通道辨识系统;最后应用该辨识系统对某基于压电堆驱动器的一维微振动主动隔振平台的控制通道数学模型进行辨识,以检测所研制辨识系统的可行性和有效性。测试结果表明所辨识的控制通道数学模型可以用于基于LMS自适应算法的控制系统的开发。
對基于LMS自適應算法的壓電驅動器控製通道數學模型辨識方法進行繫統研究。壓電驅動器控製通道數學模型是基于FX-LMS控製算法的各類主動隔振或主動控製繫統開髮所必鬚的條件。首先對其進行詳細的理論推導,併對其工程實現進行分析;在此基礎上,開髮基于LMS算法的壓電驅動器控製通道辨識繫統;最後應用該辨識繫統對某基于壓電堆驅動器的一維微振動主動隔振平檯的控製通道數學模型進行辨識,以檢測所研製辨識繫統的可行性和有效性。測試結果錶明所辨識的控製通道數學模型可以用于基于LMS自適應算法的控製繫統的開髮。
대기우LMS자괄응산법적압전구동기공제통도수학모형변식방법진행계통연구。압전구동기공제통도수학모형시기우FX-LMS공제산법적각류주동격진혹주동공제계통개발소필수적조건。수선대기진행상세적이론추도,병대기공정실현진행분석;재차기출상,개발기우LMS산법적압전구동기공제통도변식계통;최후응용해변식계통대모기우압전퇴구동기적일유미진동주동격진평태적공제통도수학모형진행변식,이검측소연제변식계통적가행성화유효성。측시결과표명소변식적공제통도수학모형가이용우기우LMS자괄응산법적공제계통적개발。
The research work had been done on the control channel mathematic model of piezoelectric actuator using LMS adaptive algorithm. The control channel mathematic model of piezoelectric actuator is a necessary condition to develop many kinds of active isolation or vibration control system based on FX-LMS control algorithm. First, the detailed theory analysis had been derived on the LMS algorithm, and the realized process had been analyzed. Then based on it, the control channel mathematic model identification system had been developed using LMS algorithm. At last, it was used to identify some control channel mathematic model of one dimension micro vibration active isolation platform using piezoelectric stack actuator in order to test the feasibility and efficiency of the identification system we developed. The result includes that the identified control channel mathematic model can be used to develop control system based LMS adaptive algorithm.