We introduce NeedForHeat DataGear: an open hardware and open software data collection system designed to accelerate the residential heating transition. NeedForHeat DataGear collects time series monitoring data in homes that have not yet undergone a heating transition, enabling assessment of real-life …

This thesis investigates the restoration and structural reinforcement of a historically protected 19th-century residential building on the island of Hydra, Greece. Undertaken within the strict constraints of Greek heritage law (ΦΕΚ 594Δ/1978), the project aims to enhance structural safety and environmental …

This thesis investigates how dynamic capabilities and their underlying microfoundations enable manufacturers to implement digital servitization as a means for circular business model innovation. Digital servitization and circular business model innovation are both gaining traction in the manufacturing …

In today’s dynamic business landscape, the continuous development of employee skills is an important driver for innovation and performance in the workplace. However, employee skillsets are often inadequate, posing a challenge for organisational innovativeness and performance. Although concepts and instruments …

This deliverable is one of the results of the project Research on Energy Data Utilization for Carbon Emission Decline by Heat pumps and Efficiency, while Assuring Thermal Comfort Achievement in Residential Buildings (REDUCEDHEATCARB). This deliverable describes the REDUCEDHEATCARB model, a model used …

This paper presents a case study where a model predictive control (MPC) logic is developed for energy flexible operation of a space heating system in an educational building. A Long Short-Term Memory Neural Network (LSTM) surrogate model is trained on the output of an EnergyPlus building simulation model. …

“Circular Sandwich Panels” is a joint research project in collaboration between MNEXT, Beyond Wood, and Fairm. The project focuses on studying mycelium circular sandwich panels, which consist of the facades from Beyond Wood and mycelium foams from Fairm, as well as their application in building insulation. …

This research investigates the potential of natural jute fibre nets to enhance the flexural strength of geopolymer concrete tiles. Two types of jute fibre grids with surface densities of 120g/mm² and 220g/mm² were tested in four configurations. The objective was to determine the configuration that most …

Dealing with and maintaining high-quality standards in the design and construction phases is challenging, especially for on-site construction. Issues like improper implementation of building components and poor communication can widen the gap between design specifications and actual conditions. To prevent …

Anomalies in Heating, Ventilation, and Air Conditioning (HVAC) systems of buildings can lead to performance degradation, energy inefficiencies, and occupant discomfort. Automated anomaly detection is essential to prevent these issues. Machine learning based anomaly detection techniques are effective …