地铁BAS的一个新的合作控制解决方案:一个改进的模糊PID控制算法
Hui Fang1,2, Shusong Yang1, Ying Shi3
1Ningbo Rail Transit Group Co., Ltd., Ningbo, Zhejiang, China.
PeerJ. Computer science
|December 13, 2024
概括
本研究介绍了一种改进的模糊PID算法,用于地铁建筑自动化系统 (BAS),以提高控制效率和稳定性. 新的合作控制框架大大提高了地铁自动化和城市铁路运输的安全性.
科学领域:
- 建筑自动化系统 (BAS) 是指
- 城市轨道交通运输控制
- 模糊的逻辑控制控制模糊的逻辑控制
背景情况:
- 地铁BAS面临低效率,精度和稳定性的挑战.
- 现有系统需要先进的自动化来进行有效的监控和管理.
- 整合不同的系统,如消防报警系统 (FAS),至关重要.
研究的目的:
- 为地铁BAS提出一个合作控制框架.
- 通过解决控制效率低下的问题来提高BAS的性能.
- 提高城市轨道交通系统的安全性和可靠性.
主要方法:
- 开发了一个综合监管控制系统 (ISCS) 框架.
- 实现了一个改进的模糊比例积分导数 (PID) 算法.
- 优化模糊的PID参数使用改进的搜索器优化算法 (ISOA) 来管理时间滞后.
主要成果:
- 拟议的合作控制框架显示了良好的控制准确性.
- 该系统表现出更高的响应效率和稳定性.
- 在地铁运营的整体自动化水平上观察到显著的改善.
结论:
- 改进的模糊PID算法有效地提高了地铁BAS性能.
- 合作控制框架为城市铁路运输提供了更安全,更可靠的解决方案.
- 这种方法显著提高了地铁ISCS的自动化和安全标准.
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