Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.
AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.
To enhance air-coupled piezoelectric micromachined ultrasonic transducers (PMUTs) performance, the substitution of the traditional silicon structural layer with a 40 µm-thick polymer (Parylene-C) coupled with aluminum scandium nitride (AlSc30%N) is proposed as a transformative solution leading to 12.8% increase in the sound pressure level (SPL) and boost the total generated charge by 2.8-fold compared to conventional Si-based PMUTs. The finite element (FE) method coupled with statistical design of experiment (DOE) is utilized to optimize the transducer’s performance. The DOE is conducted in two steps. First, a screening step evaluates the impact of line/radial slit patterns, clamp configuration, and shape of the resonant membrane on device transmission/reception sensitivity. Second, an optimization step uses response surface methodology (RSM), based on three key factors selected from the previous screening. In RSM, a second-order polynomial model is fitted to round-trip sensitivity, and a central composite design is used to explore the design space. DOE screening indicates the optimal configuration improves reception by 30% with a 3.4 dB lower transmission and 8% smaller footprint. The quadratic model (RMSE=0.38, R2= 0.84) indicates that decreasing clamp radial width and increasing the number of radial slits enhance round-trip sensitivity.