Browsing by Author "Grillone, Benedetto"
Now showing items 1-5 of 5
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A data-driven methodology for enhanced measurement and verification of energy efficiency savings in commercial buildings
Grillone, Benedetto; Mor, Gerard; Danov, Stoyan; Cipriano Lindez, Jordi; Sumper, Andreas (2021-11)
Article
Open AccessMethods to obtain accurate estimations of the savings generated by building energy efficiency interventions are a topic of great importance, and considered to be one of the keys to increase capital investments in energy ... -
A review of deterministic and data-driven methods to quantify energy efficiency savings and to predict retrofitting scenarios in buildings
Grillone, Benedetto; Danov, Stoyan; Sumper, Andreas; Cipriano Lindez, Jordi; Mor, Gerard (2020-10)
Article
Open AccessIncreasing the energy efficiency of the built environment has become a priority worldwide and especially in Europe. Because of the relatively low turnover rate of the existing built environment, energy efficiency retrofitting ... -
Assessment of energy efficiency savings in tertiary buildings using statistical learning techniques
Grillone, Benedetto (Universitat Politècnica de Catalunya, 2018-06-21)
Master thesis
Open AccessThis thesis aims at developing a method that makes use of advanced statistical models to analyze building consumption data and assess energy retrofit impact. The research is focused on tertiary buildings and the models are ... -
Baseline energy use modeling and characterization in tertiary buildings using an interpretable bayesian linear regression methodology
Grillone, Benedetto; Mor, Gerard; Danov, Stoyan; Cipriano Lindez, Jordi; Lazzari, Florencia; Sumper, Andreas (2021-09-06)
Article
Open AccessInterpretable and scalable data-driven methodologies providing high granularity baseline predictions of energy use in buildings are essential for the accurate measurement and verification of energy renovation projects and ... -
Data-driven methodologies for evaluation and recommendation of energy efficiency measures in buildings. Applications in a big data environment
Grillone, Benedetto (Universitat Politècnica de Catalunya, 2021-12-03)
Doctoral thesis
Open AccessIn order to reach the goal set in the Paris agreement of limiting the rise in global average temperature well below 2 ºC compared to pre-industrial levels, massive efforts to reduce global greenhouse gas emissions are ...