The Heating Ventilation and Air Conditioning (HVAC) sector is responsible for a large part of the total worldwide energy consumption, a significant part of which is caused by incorrect operation of controls and maintenance. HVAC systems are becoming increasingly complex, especially due to multi-commodity …

The use of biometric monitoring allow researchers insight into the processing of environmental data by our central nervous systems. As a result we can determine precisely which stimuli cause arousal or draw our attention. This technology is used widely by commercial interests but is not commonly used …

We present a novel architecture for an AI system that allows a priori knowledge to combine with deep learning. In traditional neural networks, all available data is pooled at the input layer. Our alternative neural network is constructed so that partial representations (invariants) are learned in the …

Machine Learning techonology is used to recognize piano note based on audio. Thesis descibes progress on research of ML techonlogyitself and the way how model can be develoepd and trained. Specificaly one architecture is described, that is CNN. Note recongition is based model trained on Nsynth3 database. …

The purpose of this paper is to propose a research by design strategy, focusing on the generation of innovative climate adaptation solutions by utilizing the Design Thinking Process. The proposed strategy has been developed and tested in a research and design studio, which took place in 2020 at a Master …

Plenaire- en mondelinge bijeenkomst per panellid.

Although much research has been done into the importance of IT Capabilities (ITC), Digital Leadership (DL) and Digital Transformation (DT) with regard to organizations’ firm performance and ability to thrive in the current digital market, there is little research on qualifying which specific ITC and …

This document aims to capture some of the ongoing trends and everyday life challenges in public space observed in Dutch cities since the Covid-19 pandemic hit. We interviewed professionals from municipalities, research organizations, NGOs and design and architecture agencies in the Netherlands, each …