27 September 2016 Anomaly detection of blast furnace condition using tuyere cameras
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Abstract
We present a method of anomaly detection using multivariate statistical process control(MSPC) to detect the abnormal behaviors of a blast furnace. Tuyere cameras attached circumferentially at the lower side of a blast furnace are used to monitor the inside of the furnace and this method extracts abnormal behaviors of intensities. It is confirmed that with our method, detecting timing is earlier than operators’ notice. Besides, misalignment of cameras doesn’t affect detecting performance, which is important property in actual use.
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Naoshi Yamahira, Naoshi Yamahira, Takehide Hirata, Takehide Hirata, Kazuro Tsuda, Kazuro Tsuda, Yasuyuki Morikawa, Yasuyuki Morikawa, Yousuke Takata, Yousuke Takata, } "Anomaly detection of blast furnace condition using tuyere cameras", Proc. SPIE 9971, Applications of Digital Image Processing XXXIX, 997113 (27 September 2016); doi: 10.1117/12.2237716; https://doi.org/10.1117/12.2237716
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