Applications of AI and ML in Electrical Engineering

On 22 Nov., 2021

If you want to pursue B Tech in electrical engineering course in Mumbai, you should be aware of the ways in which AI and ML are influencing the field of electrical engineering.

Applications of AI and ML in Electrical Engineering

Electrical engineers work at the forefront of technological evolution and contribute to the design and development of new devices and equipment. As they strive for innovation, their efforts will overlap with the rapidly expanding applications of Artificial Intelligence (AI).

Recent inventions in the realm of AI and Machine Learning have disrupted almost any industry and area of scientific research, which also includes electrical engineering. It is worth noting here that electrical engineers leverage AI to develop and optimize systems and also provide AI technology with new data inputs for interpretation.

If you want to pursue B Tech in electrical engineering course in Mumbai, you should be aware of the ways in which AI and ML are influencing the field of electrical engineering. Implementing and discovering the latest engineering applications of AI may prove to be a path for career advancement in the future.

Ways in which AI is influencing Electrical Engineering

AI influences a wide variety of systems in the realm of electrical engineering. For decades, engineers and researchers have explored how various types of electrical systems can be influenced by AI and ML. Let’s take a glance at some ways in which AI is influencing the field of electrical engineering.

Expert Systems

Expert systems are adept in solving issues with an interface engine whenever anything happens on the grid power system. Maintaining a power grid is no doubt one of the toughest jobs for electrical engineers. AI can automate the strenuous manual tasks and will help in the proper maintenance of the grid system.

Role of Machine Learning

ML includes a wide range of algorithms to develop rules of how electrical machines respond to inputs that account for a continuum of possible conditions. Electrical engineers rely on a wide variety of machines, and ML can make the process of maintenance easier for them.

 

Artificial Neural Networks

These are particular varieties of ML systems that comprise artificial synapses designed to imitate the structure of the human brain. This network can learn and observe as the synapses transmit data to one another. Artificial neural networks can process information through multiple layers and circuits, making them useful for electrical engineers.
Deep Learning
Electrical circuits and grids can be maintained with the help of deep learning. Deep learning is a form of machine learning based on the artificial neural networks. The deep learning architectures are able to process hierarchies of increasingly abstract features, which make them especially useful for various tasks.
If you want to pursue B Tech in electrical engineering in Mumbai, you should be aware of the ways in which AI is impacting the industry. AI is one of the major disruption factors in today’s industry.

AI can identify malfunctions in transmission and distribution infrastructure. The response time of repairing a particular grid will be reduced drastically with the help of AI in the future. AI is one of the key trends in the field of electrical engineering, and you should be well aware of its applications.  

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