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Application of artificial intelligence in electrical automation

,不仅能够提高自动化控制的水平,还能够有效减少电气自动化的生产成本。 Making full use of artificial intelligence technology in electrical automation control can not only improve the level of automation control, but also effectively reduce the production cost of electrical automation. The application of artificial intelligence technology in electrical automation control is an effective fusion of artificial intelligence technology and electrical automation technology, which can promote the rapid development of electronic automation, and it is also a scientific and technological innovation and leap.

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1.Connotation of artificial intelligence technology

Artificial intelligence technology belongs to the category of computer technology. The main purpose is to grasp the inherent nature of human intelligence, and at the same time to simulate human intelligence, resulting in intelligent machines. 与专家系统等各领域作为了主要研究对象,同时涉及心理学、逻辑学、语言学等多个学科,但计算机学科一直是其核心内容。 Artificial intelligence technology takes various fields such as robotics and expert systems as the main research objects, and involves multiple disciplines such as psychology, logic, and linguistics, but computer science has always been its core content. Generally speaking, effective research on artificial intelligence technology has certain complexity, so it is necessary to adopt intelligent machines to solve these complex work tasks. The human brain is the most sophisticated machine and can simulate the thinking process of the human brain. In essence, intelligent machines are implemented on the basis of simulating the human brain, and through effective research on the actual obtained information, This is based on feedback. Therefore, the main way to strengthen the realization of automation goals in various industries is to simulate the human brain.

2.Advantages of artificial intelligence in electrical engineering automation

Because complexity and systemicity are the main characteristics of electrical equipment design, the relevant designers who design electrical equipment must have a complete knowledge theory, and the actual effectiveness of their design work must be strong. After applying artificial intelligence technology in electrical engineering automation, it has many advantages. The following four aspects are its main manifestations:

(1) Data collection and processing can be completed by artificial intelligence technology. With this function, various data of electrical equipment can be collected, and relevant data can be processed and saved in time, which can make electrical automation The actual control efficiency has been greatly improved.

(2) Artificial intelligence technology can complete system monitoring and make necessary alarms. Artificial intelligence technology can monitor the simulated data values of major equipment in the electrical system in real time.

(3) The operation control function of artificial intelligence control is better. You can use the mouse and keyboard to automate the control of electrical equipment. Because the control program can be used to synchronize the load with the grid, it can not only greatly reduce the work intensity of the operator, but also greatly improve the control efficiency. The actual needs of the current industrial development are very consistent.

(4) The artificial intelligence control has a fault recording function. It is precisely because of this function that the artificial intelligence technology can intelligently capture the fault recording, which has greatly improved the actual operating efficiency and safety of electrical equipment.

3.Application analysis of artificial intelligence technology in electrical automation

3.1 Application of artificial intelligence technology in electrical automation equipment

Because electrical automation systems often have a lot of complexity, they often involve a lot of professional knowledge. Therefore, compared with electrical automation equipment operators, they need to have good personal qualities, and also need to carry out related professional knowledge. Thorough understanding. Due to the complexity of the electrical automation system, the effectiveness of its actual operation must be strong, so as to minimize the occurrence of abnormal shutdowns and even safety accidents due to improper operations. This pair of related problems can usually be achieved by the application of artificial intelligence technology. Compared to artificial intelligence technology, its main core is computer theory. In actual applications, relevant programs are compiled and can be implemented under computer control. Intelligent control of electrical automation. In a certain sense, the intelligentization of electrical equipment is mainly to replace the actual labor operations of humans with intelligent equipment. This can not only improve the actual production efficiency, but also strengthen the cost reduction to a certain extent. ,能够使得电气自动化设备在实际运行当中的科学性得到提升,并且对设备的运行环境也能后得到优化。 The application of artificial intelligence in electrical engineering automation can improve the scientificity of electrical automation equipment in actual operation and optimize the operating environment of the equipment.

3.2 Application in electrical control work

In the electrical field, controlling electrical equipment is a very important part. Automation equipment is the main development direction of the current electrical industry. In the control of equipment, it must also gradually realize intelligence, which can greatly enhance work efficiency and reduce Capital costs, and reduce the labor intensity of practitioners. For example, fuzzy control, neural network control, and expert system in artificial intelligence technology are relatively advanced control technologies, which can achieve effective control of various equipment, and the control effect is very good, and the error generated is small. For example, in fuzzy control, the more commonly used fuzzy control methods are Sugeno and Mamdani. The latter is mainly used to control the speed of the device. The method of fuzzy control can handle communication with a higher efficiency. Relevant issues related to drive control have greatly improved the quality and efficiency of electrical equipment.

3.3 Application in the daily operation of electrical equipment

The electrical industry has a certain connection with people's lives and production. Due to the complexity of electrical equipment and the daily control, it is also very cumbersome. In the traditional daily operation, the operation mode is also relatively complicated, and the control time of the electrical system is effectively increased, which reduces the control efficiency. Therefore, it is necessary to strengthen the effective application of artificial intelligence in actual operations, and in daily operations, artificial intelligence can be used to perform some effective equipment for basic control algorithms. These complex operating procedures are simplified, and only need to A computer can effectively control these operations. The most important thing is that through the deepening of artificial intelligence technology, remote control can also be realized. The operation interface can be simplified, and relevant important data can be processed and saved in time for future searches. Provides convenience with applications. In the daily operation process, a lot of data must be recorded, such as the loss of electrical equipment, electricity, etc. If manual recording is used, it will have a huge workload and is prone to errors. And data acquisition system, it can realize the collection and effective storage of data, reducing the work intensity and improving the work efficiency.

3.4 Application in the process of fault diagnosis

Artificial intelligence fault diagnosis technology covers fuzzy theory, neural network, and expert system, which can accurately diagnose electrical accidents and their faults. In practice, due to the influence of various factors, various hidden faults usually occur in the electrical industry. If the existing faults are not diagnosed in a timely and effective manner, serious losses will result. The fault diagnosis methods used in the past are tedious and the accuracy is low. Take the transformer as an example. In the past, the common fault diagnosis method is to collect all the gases decomposed in the transformer oil, and then analyze the collected gas to determine whether there is a hidden trouble. This method takes a long time, requires a lot of effort, and has a low diagnostic accuracy. In addition, the troubleshooting methods used in the past are also very complicated. Therefore, these low-efficiency fault diagnosis methods and solutions should be abandoned. The fuzzy theory, neural network and expert system are organically combined to solve the above problems, and also ensure the accuracy of fault diagnosis and improve work efficiency.

3.5 Simplified the electrical automation control process

The electrical engineering automation process is very complicated in the actual operation, and there are strict steps required in the operation. If there is a problem, it may cause great harm to the machinery and equipment. Therefore, how to ensure the normal operation of electrical equipment, and at the same time make the operation as simple as possible and programmed, this is a problem that researchers need to pay attention to. With the application of artificial intelligence in electrical engineering automation, these problems can be realized to a certain extent. After daily data is stored and effectively analyzed, relevant measures can be adopted in a timely manner to ensure its normality after a machine failure. run. In addition, the application of artificial intelligence in electrical engineering automation can also achieve remote operation of electrical equipment, strengthen the simplification and programming of the control process, and provide relevant technical personnel with the inspection and maintenance of electrical equipment. It is convenient, which not only saves time, but also effectively reduces the operating cost of electrical automation.

4.Conclusion

The current scientific and technological development of artificial intelligence technology is the product of rapid social and economic development. The application of artificial intelligence in electrical engineering automation can promote the structural adjustment of the industry in a certain sense and can provide the development of electrical engineering automation technology. Fresh blood. Therefore, in the future development of electrical engineering automation, we need to continuously strengthen effective research on artificial intelligence technology, so that our production and life become more intelligent.


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