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| 多数据融合技术在球磨机监控中的应用 | |
| 引用本文： | 赵栋梁,王文庆,梁睿,赵国. 多数据融合技术在球磨机监控中的应用[J]. 西安邮电学院学报, 2012, 17(2): 80-83 |
| 作者姓名： | 赵栋梁 王文庆 梁睿 赵国 |
| 作者单位： | 1. 西安邮电学院自动化学院,陕西西安,710121 2. 西安邮电学院电子工程学院,陕西西安,710121 3. 西安邮电学院通信与信息工程学院,陕西西安,710121 |
| 基金项目： | 陕西省教育厅产业化资助项目 |
| 摘 要： | 为了避免球磨机轴瓦温度异常升高可能导致的事故,设计一种基于可编程逻辑控制器的轴瓦温度实时监控系统。该系统安装有两类三种温度传感器,以克服现场恶劣环境产生的干扰。对采集到的数据应用贝叶斯估计融合算法进行实时处理,以提高监测精度和可靠性。实际应用表明,该系统能够准确可靠地监测球磨机轴瓦运行状态,从而有效避免轴瓦事故的发生。 |
| 关 键 词： | 球磨机 可编程逻辑控制器 数据融合 贝叶斯估计 |
Multi-data fusion technology in the application of ball mill control |
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| ZHAO Dongliang,WANG Wenqing,LIANG Rui,ZHAO Guo. Multi-data fusion technology in the application of ball mill control[J]. Journal of Xi'an Institute of Posts and Telecommunications, 2012, 17(2): 80-83 | |
| Authors: | ZHAO Dongliang WANG Wenqing LIANG Rui ZHAO Guo |
| Affiliation: | 1.School of Automation,Xi’an University of Posts and Telecommunications,Xi’an 710121,China; 2.School of Electronic Engineering,Xi’an University of Posts and Telecommunications,Xi’an 710121,China; 3.School of Communication and Information Engineering,Xi’an University of Posts and Telecommunications,Xi’an 710121,China) |
| Abstract: | A temperature monitoring system for ball mill accident is designed based on PLC and information fusion.Firstly,two types of three temperature sensors are installed to overcome the harsh environment.And then the collected data are processed based on Bayes estimation fusion algorithm to improve the monitoring accuracy and reliability.The application shows that the system can accurately and reliably monitor the ball bearing running,and effectively avoid accident. |
| Keywords: | ball mill PLC information fusion Bayes estimation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |