设计了一款双稳态聚偏氟乙烯(polyvinylidene fluoride,简称PVDF)梁压电振动能量收集器,并介绍了该款收集器结构特点和工作原理。为了解决传统理论模型预测与能量收集器实际输出性能的偏差,利用人工神经网络对其结构参数、激励频率和收...设计了一款双稳态聚偏氟乙烯(polyvinylidene fluoride,简称PVDF)梁压电振动能量收集器,并介绍了该款收集器结构特点和工作原理。为了解决传统理论模型预测与能量收集器实际输出性能的偏差,利用人工神经网络对其结构参数、激励频率和收集电能之间的非线性关系进行建模。基于误差反向传播训练的多层前馈网络建立了双稳态PVDF梁压电能量收集器的人工神经网络模型。以质量块质量、PVDF压电梁的压缩距离以及外激振力频率作为输入变量,收集器输出电压均方根(root mean square,简称RMS)值作为输出变量,采集了不同条件下压电能量收集器的实验数据。通过将仿真预测结果与实验结果对比,验证了所设计的人工神经网络能有效地预测压电能量收集器的输出特性,且无需复杂的收集器理论建模。展开更多
The operating principle of a lead screw linear ultrasonic motor using bending vibration modes is analyzed. The simplified beam bending vibration model is used to analyze the dynamics characteristics of the motor. Moti...The operating principle of a lead screw linear ultrasonic motor using bending vibration modes is analyzed. The simplified beam bending vibration model is used to analyze the dynamics characteristics of the motor. Motion trajectory equations are derived for driving points of the stator. The motor operation and driving mechanisms are investigated. The vibration modes and the construction of the motor are analyzed by using the finite element method （FEM）. A prototype motor is built and its stator dimension is 13 mm × 13 mm× 30 mm. The motor is experimentally characterized and the maximum output force of 5- 2 N is obtained.展开更多
文摘设计了一款双稳态聚偏氟乙烯(polyvinylidene fluoride,简称PVDF)梁压电振动能量收集器,并介绍了该款收集器结构特点和工作原理。为了解决传统理论模型预测与能量收集器实际输出性能的偏差,利用人工神经网络对其结构参数、激励频率和收集电能之间的非线性关系进行建模。基于误差反向传播训练的多层前馈网络建立了双稳态PVDF梁压电能量收集器的人工神经网络模型。以质量块质量、PVDF压电梁的压缩距离以及外激振力频率作为输入变量,收集器输出电压均方根(root mean square,简称RMS)值作为输出变量,采集了不同条件下压电能量收集器的实验数据。通过将仿真预测结果与实验结果对比,验证了所设计的人工神经网络能有效地预测压电能量收集器的输出特性,且无需复杂的收集器理论建模。
基金Supported by the National Natural Science Foundation of China(50575103, 50735002)~~
文摘The operating principle of a lead screw linear ultrasonic motor using bending vibration modes is analyzed. The simplified beam bending vibration model is used to analyze the dynamics characteristics of the motor. Motion trajectory equations are derived for driving points of the stator. The motor operation and driving mechanisms are investigated. The vibration modes and the construction of the motor are analyzed by using the finite element method （FEM）. A prototype motor is built and its stator dimension is 13 mm × 13 mm× 30 mm. The motor is experimentally characterized and the maximum output force of 5- 2 N is obtained.
