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Italo Aldo Campodonico Avendano

Norwegian University of Science and Technology (NTNU)

Høgskoleringen 7A

Trondheim, 7033

Norway

  • Norwegian University of Science and Technology (NTNU)

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Estimating Morning Ramp-Up Duration for the Cooling Season in a Smart Building Using Machine Learning:Determining Most Promising Features

Number of pages: 23 Posted: 01 Feb 2024
Farzad Dadras Javan, Italo Aldo Campodonico Avendano, Behzad Najafi, Michele Rossi and Fabio Rinaldi
Polytechnic of Milan, Norwegian University of Science and Technology (NTNU), Department of Energy, Politecnico di Milano, affiliation not provided to SSRN and Polytechnic University of Milan
Downloads 34 (1,277,121)

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Machine learning- Cooling ramp-up duration - Smart building - Feature selection- Smart cooling

2.

Offered Flexibility Estimation for Different Categories of Commercial Buildings: Assessing the Performance of Machine Learning-Based Baseload Prediction Pipelines with Sliding-Window Training Scheme

Number of pages: 28 Posted: 30 Mar 2023
Italo Aldo Campodonico Avendano, Farzad Dadras Javan, Behzad Najafi, Amin Moazami and Fabio Rinaldi
Norwegian University of Science and Technology (NTNU), Polytechnic of Milan, Department of Energy, Politecnico di Milano, SINTEF Community and Polytechnic University of Milan
Downloads 28 (1,345,526)

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Baseline Prediction, Demand Flexibility, Commercial Buildings, machine learning, Smart meters, Sliding-Window Training, Pipeline Optimization