Prevention of Cooktop Ignition Using Detection and Multi-Step Machine Learning Algorithms
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This paper presents a study to examine the potential use of machine learning models to build a real-time detection algorithm for prevention of kitchen cooktop fires. Sixteen sets of time-dependent sensor signals were obtained from 60 normal/ignition cooking ex... ...