2013 Fiscal Year Final Research Report
| Project/Area Number |
24780243
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Agricultural environmental engineering
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| Research Institution | Kyushu University |
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Principal Investigator |
MITSUOKA Muneshi 九州大学, (連合)農学研究科(研究院), 助教 (60437770)
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| Project Period (FY) |
2012-04-01 – 2014-03-31
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| Keywords | 異常検知 / 農業機械の安全性 / 時系列データ / 変化点解析 |
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| Research Abstract |
In this study, a fault diagnosis and anomaly detecting system for agricultural machinery was developed. The system consists of a MEMS 3 axis accelerometer and a 3 axis gyrometer. I recorded time series data of vibration of agricultural machinery under normal operation and abnormal state to extract the diffidence between normal and abnormal state based on time series analysis, machine learning and statistical technique.
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