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In the paper, a dynamic model that has two inputs (voltage and load) is presented. Nonlinearities in piezoceramics when they are subject to two inputs are classified into memory storage mechanisms and the memoryless mechanisms. A multi-layer neural network is presented in order to describe the memoryless mechanism, which represents the cross coupling effects between two inputs. A numerical form of...
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