Jeehwan Kim receives SENSE.nano seed grant
February 18, 2020
Professor Jeehwan Kim has been awarded one of two SENSE.nano seed grants for 2019. He proposes an ultra-sensitive sensor system using neuromorphic chips to improve advanced manufacturing through real-time monitoring of machines. Machine failures compromise productivity and cost; sensors that can instantly process data to provide real-time feedback would be a valuable tool for preventive maintenance of factory machines.
Kim’s group, also part of RLE, aims to develop single-crystalline gallium nitride sensors that, when connected to AI chips, will create a feedback loop with the factory machines. Failure patterns would be recognized by the AI hardware, creating an intelligent manufacturing system that can predict and prevent failures. These sensors will have the sensitivity to navigate noisy factory environments, be small enough to form dense arrays, and have the power efficiency to be used on a large number of manufacturing machines.
The mission of SENSE.nano is to foster the development and use of novel sensors, sensing systems, and sensing solutions in order to provide previously unimaginable insight into the condition of our world.