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Lack of power industry specific algorithms. Algorithm is the basis of AI. Compared with perception, prediction and security maintenance, algorithm adaptability of AI in a power system is still weak. It is one of the key points of the follow-up research to improve the basic algorithm and propose the special intelligent algorithm for power system that conforms to the characteristics of the industry.
Thus, a M.S. degree in Computer Science (with emphasis on Artificial Intelligence and applications in Aerospace Engineering) is the logical culmination of my passion for Artificial Intelligence and Aerospace Engineering in general. I am interested in study of both artificial intelligence as well as systems. On the artificial intelligence side, I am particularly interested in evolutionary methods for developing intelligent behavior. On the systems side, I am most interested in distributed systems, and especially non-proprietary, dynamically connected systems.
The fuel economy which can be achieved by formation flight comes at a cost of a compromise on minimum vertical and horizontal separation between aircraft as well as the need to have a pilot at controls for close proximity flying. Both the problems can be addressed by developing multi-agent autopilot based on distributed but dynamically connected systems. These self-learning and dynamically evolving systems may be trained on the available flight datasets or wind tunnel models. In the final phase these systems may be implemented on research models for only controlling the inputs to the aircraft but mutually and dynamically assist the other systems in the formation. Such systems can help the airlines in achieving a better fuel efficiency and at the same time accommodate more aircraft at the same Flight Level (FL). Moreover, similar algorithms may be developed to improve the conventional autopilot systems by making them learn through in-service experience.
to mention specific university professors or university sponsored research that you hope to participate in during your thesis year. You could write about how you would like to focus your research on something specific related to AI and Machine learning by say, developing a more advanced version of Rosie that can become the more advanced version of the robot, or something like that.
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