AI-optimized soft-switching achieving 99% operational efficiency

AI-optimized soft-switching achieving 99% operational efficiency

Technology News |
By Julien Happich

Double pulse test data obtained from the 200kW inverter demonstrates that the Pre-Switch soft-switching platform – comprising the Pre-Drive3 controller board powered by the Pre-Flex FPGA, and RPG gate driver board – reduces total system switching losses by 90% or more.

Upon commencement of the initial switching cycle (0), the Pre-Switch AI controller assesses multiple inputs to determine what mode the system is in, and then makes a safe but non-optimal estimate of the resonant period needed for soft switching. During the next switching cycle (1), all AI inputs and resulting outputs from switching cycle 0 are precisely re-measured and analyzed.  A second conservative resonant timing period, similar to switching cycle 0, is issued.

In follow on switching cycle (2), the AI algorithm is now quantitatively-confident and able to predict the optimized resonant timing to ensure full soft-switching – thus minimizing losses in all aspects of the system. Then in switching cycle 3, the AI compares system inputs and results from previous switching cycles and adjusts the resonant timing to fully optimize soft-switching with the increasing load current. These inputs and outputs are stored with the previous switching cycle inputs and resulting resonant timings to improve accuracy and system optimization.  

 In subsequent cycles, soft switching accuracy continues to be optimized, stored to and compared to desired results necessary to maintain accurate forced resonance soft switching. Changes in system temperature, input voltage, output load current, and device degradation are all accounted for and optimized within the Pre-Switch AI algorithm.

The GIF demonstrates how AI is working within the CleanWave200 to bi-directionally convert 800VDC to three-phase AC at power levels of up to 200kVA with a switching frequency of 100kHz at 99% efficiency levels.

The Cleanwave200 evaluation system, reference design and design files can be ordered from Pre-Switch.

Pre-Switch –

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