Improving the robust design of piezoelectric energy harvesters by using polynomial chaos expansion and multiobjective optimization

Harvesting electrical energy from mechanical vibrations through piezoelectric-based resonant devices is a suitable form of generating alternative electrical sources for several applications, most dedicated to powering small electronic devices. This technique has attracted considerable attention over...

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