Want to know if Electrical Engineers can get into Artificial Intelligence? Great! You’ve arrived at the right destination. In this post, we have specifically curated all the necessary information for those electrical engineers who want to pursue their careers in the brilliant field of Artificial Intelligence.
Electrical engineers have a wide range of intellectual abilities. They also have the math to cope with neural networks at the most advanced levels of study. It should take only a few weeks to speed up with convolutional neural networks, which are already near state-of-the-art. Deep neural networks are simple systems to which you can apply a lot of computing power. As a result, they’re more of an engineering issue than an advanced science problem. Now let’s first learn what electrical engineering and artificial intelligence are.
What is Electrical Engineering
Electrical engineering is another classification of engineering that studies, designs, and implements electrical, electronic, and electromagnetism-based equipment, devices, and systems. It became a notable profession after the commercialization of the electric telegraph, telephone, and electrical power generation, distribution, and consumption in the second half of the nineteenth century.
Computer engineering, systems engineering, power engineering, telecommunications, radio-frequency engineering, instrumentation, electronics, and optics and photonics are only a few electrical engineering branches today. Hardware engineering, power electronics, electromagnetics and waves, microwave engineering, nanotechnology, electrochemistry, renewable energy, mechatronics/control, and electrical materials science are only some fields that overlap with other engineering branches. If you want to know more about Electrical Engineers and study for exams like FE and PE, visit Studyforfe.
What is Artificial Intelligence
Artificial intelligence (AI) is the ability of a computer or a computer-controlled robot to do tasks ordinarily performed by intelligent beings. The phrase is widely used to refer to a project aimed at creating systems that have human-like cognitive abilities, such as the ability to reason, discern meaning, generalize, and learn from previous experiences. Since the invention of the digital computer in the 1940s, it has been proven that computers can be programmed to perform highly complicated jobs with ease, such as finding proofs for mathematical theorems or playing chess.
Despite ongoing increases in computer processing speed and memory capacity, no programs have yet to equal human adaptability over a larger range of subjects or activities requiring a great deal of common knowledge. However, certain programs have surpassed the performance levels of human specialists and professionals in executing specific tasks, and artificial intelligence in this limited sense can be found in applications as diverse as medical diagnosis, computer search engines, and voice or handwriting recognition. Now let’s learn about the role of Artificial Intelligence in Electrical Engineering.
Role of Artificial Intelligence in Electrical Engineering
Several types of artificial intelligence can be used in today’s power systems, including:
- Techniques for Expert Systems
- Artificial Neural Networks
- Systems with Fuzzy Logic
Now let’s look at each of these types one by one.
Techniques for Expert systems:
An expert system is a computer system that combines the decision-making abilities of a human expert. These systems specialize in a specific subject of study. This can be problematic because these systems cannot deal with new problems or scenarios. Expert systems can calculate and determine characteristics and values in the generation, transmission, and distribution of electricity because they are often merely computer programs.
Artificial Neural Networks:
An artificial neural network comprises artificial neurons, which are interconnected nodes or units modeled after biological neural networks seen in the human body. An ANN’s primary purpose is to mimic the behavior of a human brain and so solve problems in the same way that a human brain does by using multiple tactics such as decision-making and problem-solving. Computer vision and speech recognition are examples of variations on this theme.
By sending the input through a network of neurons, ANNs fundamentally convert a set of inputs into a corresponding set of outputs. Each neuron produces its own output based on the input given to each neuron in the neural network. Power system stabilizers, load forecasting, load modeling, and state estimation all use artificial neural networks.
Systems with Fuzzy Logic:
In contrast to Boolean logic, which has only two output values, 0 and 1, fuzzy logic can be viewed as a many-valued logic. As a technique of incorporating the concept of partial truth, fuzzy logic produces truth values that can be any real integer between 0 and 1. There may be rare circumstances where the result is fully true or completely untrue, but the vast majority of cases have some degree of truth or falsity. This is based on the observation that individuals frequently make decisions based on ambiguous and non-numerical data, hence the name fuzzy logic.
Fuzzy logic is used in power system control applications such as voltage management, stability control, power flow control, analysis, enhancement, load forecasting, and transmission line performance improvement.
Can Electrical Engineers Get Into Artificial Intelligence
Is it necessary for electrical engineers to study artificial intelligence (AI)? Yes, unequivocally! To begin with, AI will increasingly be incorporated into the systems we construct to run things, whether they are automobiles or the electric power grid. Unless you’re only going to undertake low-level design, you should be aware of AI.
Electrical engineers can specialize in AI and use technologies to create systems that mimic people without the need for human intervention. These devices can see, hear, and even think for themselves. However, not all electrical engineers are experts in artificial intelligence. But you can learn more about it from a variety of places.
The Brunel University of London offers a program Electronic and Electrical Engineering (Artificial Intelligence) BEng, which will prepare you to work and research in the field of electronic and electrical engineering, with a focus on artificial intelligence applications. The program will assist in the development of key concepts in intelligent processing systems and intelligent software applications, as well as the implementation and evaluation of intelligent systems and biologically inspired engineering systems that are critical for present and future demands.
Now we know that Electrical Engineers can easily get into the field of Artificial Intelligence by specializing in this domain. It’s okay if you don’t have Artificial Intelligence knowledge in the beginning. You can register for a good program or take online classes. All the best!