Wood is an increasingly demanded renewable resource and an important raw material for construction and materials. Demands are rising, with a growing attention for re-use and upcycling, opening up opportunities for new business models, empowered by the use of digital design and technologies. A KPI framework …

Supplemental instruction, also known as Peer Assisted Study Sessions (SI-PASS), is a well-established form of peer learning that has been implemented in higher education institutions across the globe and that coincides with learning gains for participants. While the effects on learning gains have been …

Abstract Driven by the European Green Deal, the road-freight sector is hybridizing its fleet. However, at present, trailing units do not possess any form of powertrain, a missed opportunity. By introducing electrically driven axles, these units may reduce fuel consumption and emissions substantially. …

Abstract The upcoming EURO 7 regulation requires significant CO2 reductions in road freight, targeting towing vehicles and semitrailers. Semitrailers face a 10% reduction goal, with limited gains from aerodynamic tweaks and low rolling resistance tires, making electrification the most promising solution. …

Abstract Digital twinning of logistics vehicles can enhance decision making, to determine the right vehicle to use for the right duty (e.g. an EMS vehicle’s ability to negotiate the roundabouts in a route) and predict future tyre wear using vehicle telemetry (i.e. how much rubber is worn out and how …

It is now widely accepted that decisions made by AI systems must be explainable to their users. However, in practice, it often remains unclear how this explainability should be concretely implemented. This is especially important for nontechnical users, such as claims assessors at insurance companies, …

Research collaboration between practitioners and research professionals aims to develop both practice and knowledge. However, a tension can arise between these objectives: to preserve local relevance, the content, form, and timing of data collection may vary between cases, complicating the comparability …

Research collaboration between practitioners and research professionals aims to develop both practice and knowledge. However, a tension can arise between these objectives: to preserve local relevance, the content, form, and timing of data collection may vary between cases, complicating the comparability …

Climate change calls for an energy transition utilizing all available renewable energy resources, such as bioenergy from biomass. However, the use of biomass is debated in society, and public acceptance is low or lacking. This survey-based research demonstrates for the first time that public acceptance …

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. …