Publications & Deliverables

Access the latest research outputs, technical reports, and scientific publications from the ENTRANCE project. Our work advances the transformation of buildings into energy flexibility assets, contributing to a more sustainable and resilient energy system.

Official reports and documents detailing our project's progress, methodologies, and results.

D 4.1 Data-driven models for building performance and occupancy for enhancing flexibility and smart-grid readiness

D 4.1 Data-driven models for building performance and occupancy for enhancing flexibility and smart-grid readiness

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D 5.1 Template for Innovation descriptions

D 5.1 Template for Innovation descriptions

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D 6.1 Evaluation methods and Performance Indicators for Energy Renovation

D 6.1 Evaluation methods and Performance Indicators for Energy Renovation

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D 7.1 Mapping and analysis of incentives for energy-efficiency, on-situ RES, flexibility, and grid interaction

D 7.1 Mapping and analysis of incentives for energy-efficiency, on-situ RES, flexibility, and grid interaction

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D 8.8 Stakeholder Analysis

D 8.8 Stakeholder Analysis

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D 8.2 Second Communication & Dissemination Plan Update and Reporting

D 8.2 Second Communication & Dissemination Plan Update and Reporting

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D 8.1 First Communication & Dissemination Plan

D 8.1 First Communication & Dissemination Plan

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D 2.1 nd users and Stakeholders Requirements and Regulations

D 2.1 nd users and Stakeholders Requirements and Regulations

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D 1.6 Initial Data Management Plan

D 1.6 Initial Data Management Plan

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D 1.3 Second Quality Assurance Plan QAP and Risk Management Plan RMP

D 1.3 Second Quality Assurance Plan QAP and Risk Management Plan RMP

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D 1.2 First quality Assurand and Risk Management Plan RMP

D 1.2 First quality Assurand and Risk Management Plan RMP

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D 1.1 Project Management Plan

D 1.1 Project Management Plan

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Peer-reviewed research papers and conference proceedings from our project researchers.

Fault detection and diagnostics for HVAC systems using heat meter data, statistical features, and data mining

Fault detection and diagnostics for HVAC systems using heat meter data, statistical features, and data mining

Authors: Sofia Vasman, Ivan Sukhanov, Martin Thalfeldt, Eduard Petlenkov

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From physics to machine learning in forecasting thermal load of a district-heated residential building: Assessment of different methods and influence of input data

From physics to machine learning in forecasting thermal load of a district-heated residential building: Assessment of different methods and influence of input data

Francesca Villano, Wiktoria Łokczewska, Tomasz Cholewa, Fabrizio Ascione, Gerardo Maria Mauro,, Constantinos A. Balaras

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Critical discussion on the challenges of integrating heat pumps in hydronic systems in existing buildings

Critical discussion on the challenges of integrating heat pumps in hydronic systems in existing buildings

Tomasz Cholewa, Andrei-Stelian Bejan, Marek Miara, Christian Schauer, Risto Kosonen, Anatolijs Borodiņecs, Raimonds Bogdanovičs , Łukasz Amanowicz, Christian Vering, Alicja Siuta-Olcha, Mariusz A. Skwarczyński, Michael Kropp, Jarek Kurnitski, Catalin Lungu, Cristiana Croitoru , Alireza Afshari, Francesca Romana d'Ambrosio Alfano, Dirk Müller, Ilinca Nastase, Marija Todorovic…Robert Sekret

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Press releases, policy briefs, and informational materials for the broader public and stakeholders.

Hybrid Physics-Data Modeling of Building Thermal Dynamics

Hybrid Physics-Data Modeling of Building Thermal Dynamics

Authors: Paola Fasiello, Mattia Bergagio, Massimo Amerio, Francesco Gallo

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