题名

輸送機整合式防火監診系統開發

并列篇名

Development of an Integrated Fire Prevention and Monitoring System for Conveyor

DOI

10.6459/JCM.202309_20(2).0004

作者

林哲民(C. M. Lin)；李帛峰(P. F. Li)；趙健銘(C. M. Chan)

关键词

輸送機防災 ； 輸送機監診 ； 光纖偵溫 ； 軸承測溫 ； 火災預警 ； Conveyor Monitoring ； Distributed Temperature Sensor ； Bearing Temperature Detection ； Fire Prevention

期刊名称

危機管理學刊

卷期/出版年月

20卷2期（2023 / 09 / 01）

页次

33 - 40

内容语文

繁體中文;英文
中文摘要

對於輸送機而言，最受到關注且嚴重的災害為火災事件，因此如何發展一套方法，來有效地達到提前檢測並預警的功能，一直以來是輸送機使用者的需求，亦是許多研究者投入發展的策略與方向。然而，輸送機火警發生的原因相當多元，僅仰賴單一感測技術，不易在高溫形成初期有效檢出。此外，鑑於目前國內外相關文獻中，多數皆針對特定高溫形成樣態和模式進行檢測，較缺乏多元類型的有效監測及正確預警的方法，因此本研究發展一整合式防火監診系統，透過整合光纖偵溫及軸承測溫等感測技術與方式，並發展機器學習演算法及建立模型，以有效地降低誤警報，並於輸送帶異況高溫發展的初期，有效地提供預警，以提供使用者迅速掌握資訊，第一時間落實相應措施，避免損害擴大。
英文摘要

For conveyors, the most concerned and serious disaster is a fire event. Therefore, how to develop a set of methods to effectively achieve the function of early detection and warning has always been the demand of users. However, the causes of fire on conveyor are quite diverse, and it is difficult to detect effectively at the early stage within a single sensing technology. This study develops an integrated fire prevention and monitoring system. Through the proposed methods, such as fiber optic temperature detection and bearing temperature measurement, and the development of machine learning algorithms that can effectively reduce false alarms and provide warnings in the early stage of abnormal high temperature development of the conveyor belt .It can provide user the correct and real time information to avoid damage expansion.
主题分类 社會科學 > 管理學
参考文献
  1. David, S.(2017).Enhancing Fire DetectionResponse in Complex Industrial Facilities.Germany:AP Sensing GmbH.
  2. De Moura, R. L.,Bibancos, D.,Barreto, L. P.,Fracaroli, A. C., Martinelli, E.(2021).Study Case in Mining Industry: Monitoring Rollers using Embedded LoRaWan.IEEE International Instrumentation and Measurement Technology Conference (I2MTC),United Kingdom:
  3. Hoff, H.(2017).Using distributed fibre optic sensors for detecting fires and hotrollers on conveyor belts.2nd International Conference for Fibre-optic and Photonic Sensors for Industrial and Safety Applications (OFSIS),Australia:
  4. Hongmei, J.,Changbin, H.,Zhanli, L.,Pengfei, S.(2021).Video-based roller abnormality detection.International Conference on Computer Engineering and Application (ICCEA),China:
  5. Lehavot and Dafo company(2017).,未出版
  6. RKM Roller Company (2019). “RKM Smart Roller,” Retrieved Mar. 30, 2023,https://rkmrollers.com.au/products/rollers/rkm-smart-roller/
  7. Staff Writer(2015).Fire detection and suppression.MVSAA Annual Conference,South Africa:
  8. Swinderman, R. T.,Andrew, D. M.,Daniel, M.(2016).Foundations For Conveyor Safety.USA:Worzalla Publishing Company.
  9. Swinderman, R. T.,Andrew, D. M.,Goldbeck, L. J.,Daniel, M,Strebel, M. G.(2011).Foundations.USA:Worzalla Publishing Company.
  10. Visagie, C.A.P.,Pearton, J.P.(2018).Applicability of DTS as a Proactive detection system.MVSAA Annual Conference,South Africa:
  11. Yang, M.,Peng, C.,Li, Z.(2021).An Audio-based Intelligent Fault Classification System for Belt Conveyor Rollers.40th Chinese Control Conference (CCC),China:
  12. Yusong, P.(2010).Intelligent Belt Conveyor Monitoring and Control.Netherlands:TRAIL Research School.
  13. 張文祿 (2022). “中火輸送帶起火,” 2023年 3 月 30 日, 取自 https://bccnews.com.tw/archives/209119
  14. 張文祿 (2022). “中火堆取煤機冒煙起火,” 2023 年 3 月 30 日, 取自 https://bccnews.com.tw/archives/353950
  15. 許文金、張麗婭 (2021). “日本一家大型鋼鐵企業發生大火,” 2023 年 3 月 30 日, 取自http://japan.people.com.cn/BIG5/n1/2021/1115/c35421-32282081.html
  16. 曾智怡、趙麗妍 (2021). “台中火力發電廠運煤輸送帶起火,” 2023 年 3 月 30 日, 取自https://www.cna.com.tw/news/firstnews/202106100023.aspx
  17. 羅一心 (2020). “台中港碼頭大火,” 2023年 3 月 30 日, 取自 https://news.tvbs.com.tw/local/1419111
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