NIST · ИТ · 7e16379f382bf01d4cce
Prevention of Cooktop Ignition Using Detection and Multi-Step Machine Learning Algorithms
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
NIST · ИТОфициальный источник · 2020-05-08
{
"title_en": "Prevention of Cooktop Ignition Using Detection and Multi-Step Machine Learning Algorithms",
"designation": "",
"series": "",
"status": "",
"date": "2020-05-08",
"date_original": "May 8, 2020",
"url": "https://www.nist.gov/publications/prevention-cooktop-ignition-using-detection-and-multi-step-machine-learning-0",
"source": "NIST Publications",
"display_en": "",
"authors_en": "Wai Cheong Tam , Eugene Yujun Fu, Amy E. Mensch , Anthony P. Hamins , Christina Yu, Grace Ngai, Hong va Leong",
"abstract_excerpt_en": "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",
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{
"title_en": "Prevention of Cooktop Ignition Using Detection and Multi-Step Machine Learning Algorithms",
"designation": "",
"series": "",
"status": "",
"date": "2020-05-08",
"date_original": "May 8, 2020",
"url": "https://www.nist.gov/publications/prevention-cooktop-ignition-using-detection-and-multi-step-machine-learning-0",
"source": "NIST Publications",
"display_en": "",
"authors_en": "Wai Cheong Tam , Eugene Yujun Fu, Amy E. Mensch , Anthony P. Hamins , Christina Yu, Grace Ngai, Hong va Leong",
"abstract_excerpt_en": "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"
}
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