12-752 Data-Driven Building Energy Management

6 units, Carnegie Mellon University

This course will introduce students to a variety of data acquisition and analysis techniques required to solve the challenges faced by facility managers when trying to optimize the performance of our existing building stock. The course assumes students are familiar with concepts in instrumentation, linear algebra, probability, statistics and programming, though this is not a strict requirement. Some of the specific topics that will be discussed include nonintrusive load monitoring, direct load control for demand response and automatic localization of sensors in buildings.

Prerequisites: none listed

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