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基于人工智能技术的船舶电气设备自动控制系统
Design of automatic control system for ship electrical equipment based on artificial intelligence technology
- DOI:
- 作者:
- 沈大伟1, 张锐2, 亢玮冬3
SHEN Da-wei1, ZHANG Rui2, KANG Wei-dong3
- 作者单位:
- 1. 中北大学 省部共建动态测试技术国家重点实验室，山西 太原 030051;
2. 山西省信息产业技术研究院有限公司，山西 太原 030012;
3. 晋西工业集团有限责任公司，山西 太原 030027
1. State key Laboratory of Dynamic Measurement Technology, North University of China, Taiyuan 030051, China;
2. Shanxi Information Industry Technology Research Institute Co., Ltd., Taiyuan 030012, China;
3. Jinxi Industry Group Co., Ltd., Taiyuan 030027, China
- 关键词:
- 人工智能技术;船舶电气设备;自动控制系统
artificial intelligence technology; ship electrical equipment; automatic control system
- 摘要:
- 为确保船舶电气设备稳定运行，设计基于人工智能技术的船舶电气设备自动控制系统，提升自动控制效果。利用模拟量输入模块采集船舶电气设备信息，经由模拟扩展子模块处理后传输至处理器模块内；通过数字量输入模块采集船舶电力设备开关状态的数字信号，经由开关信号检测电路处理后，传输至处理器模块内；处理器模块采用中央处理器预处理采集的设备信息与开关状态数字信号；PID径向基函数神经网络控制器，依据预处理后的设备信息与开关状态数字信号，输出船舶电气设备自动控制量；数字量输出模块依据设备控制量，经由驱动电路与开关阀驱动电路，自动控制船舶电气设备及其开关状态；利用触摸显示模块呈现船舶电气设备自动控制结果。实验证明，该系统可有效采集船舶电气设备信息，自动控制效果较优且无超调情况，具备较好的人机交互功能。
In order to ensure the stable operation of ship electrical equipment, the automatic control system of ship electrical equipment based on artificial intelligence technology is designed to improve the automatic control effect. The analog input module is used to collect the ship electrical equipment information, which is processed by the analog expansion sub module and then transmitted to the processor module. The digital signal of the switch state of the ship's electric equipment is collected by the digital input module, processed by the switch signal detection circuit, and transmitted to the processor module; The processor module adopts the central processor to preprocess the collected equipment information and digital signals of switch status; PID radial basis function neural network controller outputs the automatic control quantity of ship electrical equipment according to the preprocessed equipment information and digital signal of switch status. The digital output module automatically controls the ship's electrical equipment and its switch status through the drive circuit and the on-off valve drive circuit according to the equipment control quantity. The touch display module is used to present the automatic control results of ship electrical equipment. The experiment proves that the system can effectively collect the information of ship electrical equipment. The automatic control effect of the system is excellent, and there is no overshoot. The system has excellent human-computer interaction function.
2023,45(2): 163-166 收稿日期：2022-10-31
DOI：10.3404/j.issn.1672-7649.2023.02.029
分类号：TM911
作者简介：沈大伟(1979-),男,博士,讲师,研究方向为测试计量技术及仪器、动态测试与智能仪器及电气工程与智能控制
