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The ability of correctly evaluating the learned models is one of the most crucial aspects of machine learning. On the one hand, it is necessary to assess that one model…

INFERLab
(Intelligent Insfrastructure Research Lab)

The Intelligent Infrastructure Research Lab (INFERLab) is composed of a dedicated group of researchers at Carnegie Mellon University who are interested in rethinking and redesigning our built environment to improve its operational efficiency, as well as increase its resilience, adaptiveness and autonomy. In an increasingly resource-constrained world, our infrastructure systems will need to be able to interact with their environment and with each other in order to maximize their efficiency and minimize risks. Founded in 2011 by Dr. Mario Berges in the Civil and Environmental Engineering Department, the INFERLab is interested in undertaking research to help solve these problems.

What are we working on?

1
Sensing and Instrumentation Systems
2
Smart Grid Technologies
3
Building Automation Systems
4
Structural Health Monitoring
5
Geotechnical Systems Monitoring

Blog

Welcome to the INFERLab Blog

22 Jul 2012

Hi! We have been working for a few weeks to get this site up and running and we are finally ready to open it up and share it with all of you. A great group…

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Publications

An Integrated Performance Analysis Framework for HVAC Systems...

More than 20% of the energy consumed by heating, ventilation and air-conditioning (HVAC) systems is wasted due to undetected faults in these systems. In the past three decades, researchers have developed hundreds of computer algorithms to automatically and continuously analyze…

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News

Paper accepted for SmartGridComm’13

A paper written by Emre Can Kara and Mario Berges in collaboration with Zico Kolter from the School of Computer Science, Tugce Yuksel from Mechanical Engineering, Gabriela Hug and Bruce Krogh from Electrical and Computer Engineering is…

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