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eCOMBINE – Interaction between energy use, COMfort, Behaviour, and INdoor Environment in Office Buildings
Related publications (41)
Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems
In light of the challenges posed by climate change and the goals of the Paris Agreement, electricity generation is shifting to a more renewable and decentralized pattern, while the operation of systems like buildings is increasingly electrified. This calls ...
EPFL2024Validation of spectral simulation tools in the context of ipRGC-influenced light responses of building occupants
Marilyne Andersen, Clotilde Marie A Pierson
With the growing awareness about ipRGC-influenced light (IIL) responses, design applications related to these responses are flourishing. To compare design options and optimize lighting conditions for building occupants, lighting simulations are typically u ...
TAYLOR & FRANCIS LTD2022The DESI N-body Simulation Project - II. Suppressing sample variance with fast simulations
Andrei Variu, Cheng Zhao, Yu Yu, Hanyu Zhang
Dark Energy Spectroscopic Instrument (DESI) will construct a large and precise three-dimensional map of our Universe. The survey effective volume reaches similar to 20 h(-3) Gpc(3). It is a great challenge to prepare high-resolution simulations with a much ...
OXFORD UNIV PRESS2022Virtual Capacitor Concept for Partitioning of Large Converter Systems for RT-HIL Simulations
Drazen Dujic, Stefan Milovanovic, Philippe Alexandre Bontemps
In this paper, the real-time simulation model of the modular multilevel matrix converter was split into three independent instances using the concept of virtual capacitance. In doing so, the number of state space matrices that define the system has been re ...
2022Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells
Werner Alfons Hilda Van Geit, Oren Amsalem, Idan Segev
Many scientific systems are studied using computer codes that simulate the phenomena of interest. Computer simulation enables scientists to study a broad range of possible conditions, generating large quantities of data at a faster rate than the laboratory ...
FRONTIERS MEDIA SA2022Data-driven Simulation Framework for Expressive Piano Playing by Anthropomorphic Hand with Variable Passive Properties
The expressive piano playing generally requires a delicate control over the keystroke by considering passive dynamics of the hand and piano keyboard. It becomes even more challenging when the passive properties change during the performance. In this paper, ...
Institute of Electrical and Electronics Engineers Inc.2022Data-driven simulation of room-level building energy consumption
Andrew James Sonta, Yanchen Liu
Building energy consumption comprises a highly complex set of dynamics that critically depend on the behavior of building occupants. A key area of ongoing research is the simulation of energy consumption for evaluation of occupant-centric building design o ...
2021Probabilistic Deep Learning on Spheres for Weather/Climate Applications
The climate and weather are modeled by running computer simulations. In a data-driven approach, scientists tailor the simulation to resemble reality (partly through an understanding of the physical processes, partly through their parameterization). With th ...
2020Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications
Occupants are active participants in their built environment, affecting its performance while simultaneously being affected by its design and indoor environmental conditions. With recent advances in computer modeling, simulation tools, and analysis techniq ...
2020CO2 experimental measurements towards the development of a predictive framework using user actions in smart buildings
Jérôme Henri Kämpf, Antonio Figueiredo
A transition towards smart buildings is one of the challenges of the 21st century. To achieve this goal, the use of smart sensors and smart appliances can be crucial. Although research about linking real-time monitoring and the operation mode of building a ...
IOP Publishing Ltd2019