Artificial Intelligence Approaches and Machine Learning in Energy Systems Management

İstanbul Teknik Üniversitesi
LEVEL
PhD
TYPE
Course
MODES
-
LANGUAGE
-
ECTS
75
PERIOD
21/02/2022 to 03/06/2022

Course Description

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.

Subject area

Environment City Climate

Educational-info

Day of the weeks

42 h - 14 weeks

ECTS

75

Validation mode

Team project,Written Examination

Organizer

Partner

İstanbul Teknik Üniversitesi

Faculty

Graduate School

Department

Energy Science and Technology

Contact or registration links