Overview of PZFlex for MEMs 3/31/17 CONFIDENTIAL 1 PZFLEX APPLICATIONS • Industries – – – – – – – – – – – NDE Biomedical Geophysics Automotive Aerospace Sonar Oil and gas Electronics (Filters) Power generation Sensors Industrial Measurement FBAR displacement @ 2.2 GHz Sonar transducer displacement @ 2.2 kHz 3/31/17 CONFIDENTIAL 2 OVERVIEW OF PZFLEX • Why use it? • What makes it so fast? • What do we use it for? 3/31/17 CONFIDENTIAL 3 WHY USE FEA? • Analytical solutions are only valid for specific cases – Often non-practical – Ideal constraints • Real world has arbitrary geometries/materials/loading – Even simple problems would require complex boundary conditions to be solved • FEA ‘breaks’ down differential equations into algebraic expressions that can be solved numerically – Ideally suited to modern computers • Structures can therefore be simulated under arbitrary conditions 3/31/17 CONFIDENTIAL 4 FEA FOR ULTRASOUND • Wave propagation and piezoelectric materials present unique challenges to solving via FEA: – large size, broadband, transient, electro-mechanical • Ultrasonic problems are often very large due as waves propagate on the order of 1-250 wavelengths • Over a single wavelength there are small changes in pressure that have to be represented • This requires a reasonable number of elements per wavelength to accurate capture effects – > 10 elements per wavelength – Therefore, a small 3D problem of 10x10x10 wavelengths requires at least 1 million elements to solve accurately 3/31/17 CONFIDENTIAL 5 WHAT CAN BE SIMULATED? • 1D, 2D, and 3D structures: – 2D -Plane Strain • Assumes effectively infinite model in z-direction (into the page) – 2D -Axisymmetric • Assumes 360°rotation around x or y axis (no partial rotations) – 3D • Complete model geometry specified with no approximations • Time domain solver allows all data to be generated in one run • Concept of ‘virtual experiment’ • Outputs – – – – – Spatial plots of pressure, displacement, velocity, stress etc. Time histories of the above, and resulting spectra Electrical impedance, voltage current etc. Far field extrapolation, TVR, OCV, Directivity Modal vibration shapes 3/31/17 CONFIDENTIAL 6 3D SAW – Comparison with COMSOL 3/31/17 CONFIDENTIAL 7 2-PORT SAW • Typical SAW device consists of an input port and an output port • The phase difference between the signals from these ports depend on the material properties of the substrate and the gap between the ports Output port ~ Input port 3/31/17 CONFIDENTIAL Piezoelectric substrate 8 MODEL DESCRIPTION • The model shows a 128 degree YX-cut lithium niobate substrate – Substrate thickness is set to twice the wavelength for computational efficiency – This is based on the assumption that surface waves do not penetrate much into the depth of the substrate • The Inter-digitated Transducers (IDT) on this two-port SAW device are modeled as: – Perfect conductors using boundary conditions – Assuming the IDTs to be very thin compared to the piezoelectric substrate, the effect of their mass and stiffness on the dynamics of the device is not accounted for • Model is solved for a target frequency of 433 MHz – Solved for 3 cycles over time • Rayleigh wave on the surface is visualized • Voltages at input and output ports are compared 3/31/17 CONFIDENTIAL 9 KEY MODEL FEATURES • • • • • • • • • Rayleigh wavespeed = 3996 m/s Each IDT has 3 electrodes Electrode length = 5 x Rayleigh wavelength Gap between ports = 3 x Rayleigh wavelength Electrode pitch = 1 x Rayleigh wavelength Electrode width = ¼ x Rayleigh wavelength Vertical Gap = 5 x Rayleigh wavelength Horizontal Gap = 5 x Rayleigh wavelength Substrate thick = 2 x Rayleigh wavelength 3/31/17 CONFIDENTIAL 10 PZFLEX MODEL • 10 elements per wavelength at centre frequency • Total number of elements ~ 650,000 3/31/17 CONFIDENTIAL 11 DISPLACEMENT AND VOLTAGE 3/31/17 CONFIDENTIAL 12 COMPUTATIONAL METRICS Model Run Time RAM Comsol Model Size (elements) ~650k 150mins 38GB PZFlex ~650k 15secs 300MB x650 x150 Improvement • • • • - Memory: PZFlex uses less than 0.75% of the RAM Run Time: PZFlex takes less than 0.2% of the runtime Hardware: 8 cores @ 2.9GHz With larger/longer problems, these figures will favour PZFlex more 3/31/17 CONFIDENTIAL 13 SUMMARY • PZFlex is designed and optimised for piezoelectric and wave-propagation applications • It offers orders of magnitude improvements in simulations time and memory requirements over other FEA codes for these problems • This opens up applications for simulation that are considered too computationally intensive for FEA • The rapid simulation times provide clients the opportunity to greatly accelerate product design cycles in a competitive marketplace • The combination of PZFlex solvers with cloud computing allows massive design studies to be executed in parallel and delivered in hours, not months 3/31/17 CONFIDENTIAL 14
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