Theme 2: Data-driven Optimization of Renovation Concepts
The aim of this project is to deliver new, data-driven tools – digital twins – that make it possible to achieve high operational performance with energy and indoor climate systems, and to guarantee performance levels over a long period of time (> 25 years). The project is organized along six activities: Gathering information from existing databases & knowledge Understanding the interaction between resident behaviour and renovation concepts Piloting an energy monitoring campaign – measuring energy before and after a net-zero energy renovation Predicting, diagnosing and optimizing with data-driven digital twins Scaling up from the building to (social) building stock level Forming a learning community to share knowledge & insights Partners : TU Delft, TU Eindhoven, HHS, Saxion, TNO, Aedes, Arcadis, Brink Climate Systems, Be Next, DUWO, Milieu Centraal, Making Space, Office Vitae, Vabi, Van Wijnen, W/E, Zehnder Group TU Delft Researchers : Faculty of Architecture and the Built Environment: Andrea Thaddeus (PhD Researcher), Twan Rovers (PhD Researcher), Herman van der Bent (PhD Researcher), Laure Itard , Arjen Meijer , Henk Visscher , Faculty of Industrial Design: Luyi Xu (Post Doctoral Researcher), Stella Boess , David Keyson , Sacha Sylvester Timeline: 2020 – 2024 Photo: DUWO Project Results Activity 1: Mobilizing Existing Information, Data and Knowledge Report 1.1: The Actual Performance of Energy Renovations in Dutch Housing July 2021 Watch: The Real Performance of Energy Renovations in Dutch Housing March 31, 2021 Report 1.3: Introduction to Digital Twins May 2021 Paper: Monitoring (N)ZEB dwellings in the Netherlands. Lessons learned from current practices May 16, 2022 Report 1.4: Trends in Digital Twinning for Design, Operation and Maintenance May 2021 Understanding Thermal Comfort and Heating Energy Use in Dutch Dwellings Dec 2021 Activity 2: Interaction Between Users and Renovation Concepts Workshop: Interaction between People-Technology in Energy Renovations February 10, 2021 Report: Lessons On The Interaction Between Users and Technologies in Energy Renovations July 2022 Watch: Comparison of Balanced Ventilation & Window Ventilation Bart Cremers, Zehnder | February 10, 2022 Effect of design assumptions on the performance evaluation of zero energy housing Oct 2022 Webinar: The Interaction Between People-Technology in Energy Renovations March 15, 2021 Webinar: Lessons on User Interaction with Multi-Air Supply Ventilation Adriaan Cramer, Brink | April 19, 2022 Lessons from Measuring Consumer Behaviour in Energy Renovations Judith Roumen, Milieu Centraal | April 19, 2022 Effects of energy-efficient renovation concepts on occupant behaviour and hence building performances Oct 2022 Workshop: Monitoring Behaviour: What and How? June 2021 Report: Monitoring Multi Air Supply | Brink Climate Solutions October 2021 Report (in Dutch): Bewonersgedrag na renovatie April 2022 Overview of occupant behaviour in modelling high-performance residential buildings Oct 2022 Activity 3: Monitoring Pilots Webinar: Bewonersgedrag in relatie tot installatietechniek 14 March 2024 Paper PLEA 2024 Real Estate Research Quarterly Activity 4: Predict, Diagnose and Optimize with Data-driven Digital Twins Watch: Introduction to Digital Twins May 2021 Impacts of on-board monitored data on estimated thermal characteristics of a dwelling October 2022 Journal Paper Energy Research and Social Sciences Paper ENHR 2024 Watch: Long-Term Monitoring and Better Digital Twins November 2021 An Analysis of User Energy Profile Patterns and Clustering of Uilenstede Campus Energy Consumption Data Thesis: Machine Learning-Assisted Analysis of Energy Consumption Profiles and Efficiency in Uilenstede Campus Buildings Yu Hsiu Tung | June 2023 Paper SHE 2024 Paper: Gaining insights into dwelling characteristics using machine learning 2022 Pragmatisch model voor snelle, betrouwbare energieberekeningen als alternatief voor NTA8800 W/E Adviseurs | March 2023 Journal Paper Building Engineering Activity 5: Behavior and Digital Twins - From Dwelling to Building Stock Watch: A Data-Driven Analysis of Energy Efficiency in Dutch Social Housing March 10, 2021 Watch: Vabi Presents NTA8800 and Maatwerkadvies November 2021 Watch: Advanced monitoring and evaluation of social housing renovations June 7, 2021 Thesis: Towards a future sustainable housing stock Herman van der Bent | 24 October, 2022 Paper: Behavioural factors in energy efficiency renovations September 20, 2021 Watch: Vabi Presents NTA8800 and Maatwerkadvies Update March 2023 Activity 6: Learning Community Gevel als tweede huid: Richting NOM-renovatie VV+ | January 2023