Optimization Strategies for Sensor and Actuator Placement

Optimization Strategies for Sensor and Actuator Placement
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发表时间:
1999-04
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通讯作者:
S. Padula;R. Kincaid
S. Padula;R. Kincaid
中科院分区:
其他
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作者:
S. Padula;R. Kincaid

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本文提供了一个调查的致动器和传感器的放置问题,从广泛的工程学科和各种应用。推荐组合优化方法作为识别最大化性能的致动器和传感器集的一种手段。详细介绍了NASA兰利研究中心的几个应用实例,如主动结构声控制。这些应用的实验室和飞行试验表明,作动器和传感器的放置方法是有效和重要的。解决这些优化问题的经验教训可以指导未来的研究。
This paper provides a survey of actuator and sensor placement problems from a wide range of engineering disciplines and a variety of applications. Combinatorial optimization methods are recommended as a means for identifying sets of actuators and sensors that maximize performance. Several sample applications from NASA Langley Research Center such as active structural acoustic control are covered in detail. Laboratory and flight tests of these applications indicate that actuator and sensor placement methods are effective and important. Lessons learned in solving these optimization problems can guide future research.