Artificial Intelligence Approaches and Machine Learning in Energy Systems Management

Course Description: This course will to teach the Artificial Intelligence (AI) approaches in management of energy systems and cover network modelling, using a variety of machine learning(ML) techniques in energy generation, distribution and consumption systems, tell about the time series analysis, forecasting, clustering, economic load mix, scheduling, real time monitoring and similar applications in order to take healthy decisions, clarify the need for deep learning, ensemble neural networks and discuss the improvements in energy systems with the impact of artificial intelligence methods. Course Objectives: Teach the need and modelling of AI/ to benefit the energy Big Data. Develop AI/ML algorithms and apply for the management of different energy systems. Follow the improvements in energy Systems Management and AI/ML evolution interactively.

42 h - 14 weeks

75

Team project,Written Examination

İstanbul Teknik Üniversitesi

Graduate School

Energy Science and Technology