Registered
APPARATUS AND METHOD FOR PREDICTING REMAINING LIFETIME OF ENVIRONMENT DATA COLLECTION SENSOR IN LIVESTOCK HOUSE
- Inventors
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Jo Seng Kyoun, Se Han Kim, Park Dae Heon, Eun Jee Sook, Kim You Jin, Jung Jae-Young, Hyeon Park, Choi Won Kyu
- Application No.
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17669124 (2022.02.10)
- Publication No.
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20220253350 (2022.08.11)
- Registration No.
- 11994935 (2024.05.28)
- Country
- UNITED STATES
- Project Code
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20HU1100, Development of ICT based Intelligent Smart Welfare Housing System for the Prevention and Control of Livestock Disease,
Se Han Kim
- Abstract
- Provided is an apparatus and method for predicting the remaining lifetime of an environment data collection sensor in a livestock house. The method for predicting the remaining lifetime of an environment data collection sensor in a livestock house includes (a) collecting livestock house environment information, (b) detecting an error of a sensor from the collected livestock house environment information, (c) generating a dataset for learning, (d) generating a sensor lifetime prediction model to performing learning, and (e) predicting a lifetime of the sensor using a result of the learning.
- KSP Keywords
- Data Collection, Environment data, Environment information, Lifetime Prediction, Lifetime prediction model, Livestock house, Remaining lifetime, prediction model