Linking design and operation phase energy performance analysis through regression-based approaches

M Manfren, B Nastasi, L Tronchin - Frontiers in Energy Research, 2020 - frontiersin.org
The reduction of energy usage and environmental impact of the built environment and
construction industry is crucial for sustainability on a global scale. We are working towards …

IoT platform for Smart Cities: Requirements and implementation case studies

E Patti, A Acquaviva - 2016 IEEE 2nd International Forum on …, 2016 - ieeexplore.ieee.org
Internet-of-Things (IoT) is considered as the key player to move forward the Smart City
vision. Indeed, pervasive devices can enable a fain-grained monitoring of buildings and …

[HTML][HTML] Zero energy concept at neighborhood level: A case study analysis

A Mavrigiannaki, K Gobakis, D Kolokotsa… - Solar Energy …, 2021 - Elsevier
The concept of zero energy has emerged as the flagship for the achievement of energy
conservation and CO 2 emissions reduction in the built environment. The implementation of …

istep, an integrated self-tuning engine for predictive maintenance in industry 4.0

D Apiletti, C Barberis, T Cerquitelli… - 2018 IEEE Intl Conf …, 2018 - ieeexplore.ieee.org
The recent expansion of IoT-enabled (Internet of Things) devices in manufacturing contexts
and their subsequent data-driven exploitation paved the way to the advent of the Industry …

Towards an automated, fast and interpretable estimation model of heating energy demand: A data-driven approach exploiting building energy certificates

A Attanasio, M Savino Piscitelli, S Chiusano… - Energies, 2019 - mdpi.com
Energy performance certification is an important tool for the assessment and improvement of
energy efficiency in buildings. In this context, estimating building energy demand also in a …

[HTML][HTML] Probabilistic modelling of seasonal energy demand patterns in the transition from natural gas to hydrogen for an urban energy district

M Manfren, KM Gonzalez-Carreon… - International Journal of …, 2024 - Elsevier
The transition to a low-carbon energy system can be depicted as a “great reconfiguration”
from a socio-technical perspective that carries the risk of impact shifts. Electrification with the …

Impact of calendarization on change-point models

HG Kim, SE Lee, DW Kim - Energy and Buildings, 2024 - Elsevier
Monthly resolution has been widely used in energy performance analysis, particularly in the
context of Change-Point Linear Models (CPM) for M&V, campus-wise, or city-scale analysis …

[HTML][HTML] Enhanced methodology for disaggregating space heating and domestic hot water heat loads of buildings in district heating networks

N Borgato, S Bordignon, E Prataviera… - Applied Thermal …, 2024 - Elsevier
This paper presents an innovative approach to disaggregate a building's global heat
consumption into space heating and domestic hot water heat load components using …

Discovering electricity consumption over time for residential consumers through cluster analysis

T Cerquitelli, G Chicco, E Di Corso… - … on Development and …, 2018 - ieeexplore.ieee.org
This paper presents an innovative and scalable methodology named CONDUCTS
(CONsumption DUration Curve Time Series) to discover residential electricity consumption …

Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings

T Cerquitelli, G Malnati, D Apiletti - Energies, 2019 - mdpi.com
The pervasive and increasing deployment of smart meters allows collecting a huge amount
of fine-grained energy data in different urban scenarios. The analysis of such data is …