Publication
Life cycle efficiency ratio: a new performance indicator for a life cycle driven approach to evaluate the potential of ventilative cooling and thermal inertia
Publications associées (128)
Influence of outdoor air pollution on European residential ventilative cooling potential
Dusan Licina, Evangelos Belias
Residential ventilative cooling via natural ventilation is influenced by outdoor air pollution. However, relative to climate, outdoor air pollution is not comprehensively considered in determining the ventilative cooling potential of buildings. To assess t ...
ELSEVIER SCIENCE SA2023Building ventilation and outdoor air pollution: Implications for health, comfort and energy
As humans spend most of their time indoors, indoor air quality (IAQ) significantly impacts their health. In parallel, building ventilation consumes significant energy, contributing to climate change. However, the relationships between the building ventilat ...
EPFL2023Experimental study of the hydrodynamic and thermal performances of ventilated wall structures
Dolaana Khovalyg, Mohammad Rahiminejad
The presence of a ventilated air gap behind the external cladding in a building envelope is known to have a tangible contribution to the overall performance of the wall assembly. In the present study, the hydrodynamic and thermal performances of ventilated ...
2023Efficacy of temporal and spatial abstraction for training accurate machine learning models: A case study in smart thermostats
Rachid Guerraoui, Alexandre David Olivier Maurer, Omid Ardakanian
Smart thermostats are increasingly popular in homes and buildings as they improve occupant comfort, lower energy use in heating and cooling systems, and reduce utility bills by automatically adjusting room temperature according to measurements of their bui ...
ELSEVIER SCIENCE SA2023Downscale methodology: EUCalc to CityCalc
The report describes the implementation of the procedure in EUCalc (KNIME) to develop SwissCalc, ParisCalc and LausanneCalc. The goal is to downscale levers already in EUCalc like biophysical calorie demand per person, daily calories of food wasted and the ...
Zenodo2023DIET Controller: Dynamic Indoor Environment using Deep Reinforcement Learning
Heating, Ventilation, and Air Conditioning (HVAC) Systems utilize much energy, accounting for 40% of total building energy use. The temperatures in buildings are commonly held within narrow limits, leading to higher energy use. Measurements from office bui ...
EPFL2023Energy, SBS symptoms, and productivity in Swiss open-space offices: Economic evaluation of standard, actual, and optimum scenarios
Dusan Licina, Dolaana Khovalyg, Verena Marie Barthelmes, Arnab Chatterjee, Cecile Anne Berquand
The fundamental aspiration of new-generation high-performing buildings is to reduce energy use while securing indoor environmental quality conducive to human health and productivity. However, existing frameworks for identifying Key Performance Indicators ( ...
PERGAMON-ELSEVIER SCIENCE LTD2023Assessment of Monitoring Strategies for Inhalation Exposure and Occupancy in Office Environments
Given people's significant time spent indoors, ensuring good indoor air quality (IAQ) is essential because it significantly influences occupants' health and productivity. Office buildings consume about 50% of commercial building energy and 18% of total bui ...
EPFL2023Impact of Standard versus Tracked-based User Behavior into Energy Simulations of Open-Space Offices
Dolaana Khovalyg, Verena Marie Barthelmes, Arnab Chatterjee
This simulation-based study aimed to contribute to gaining knowledge on how much the deviation between occupant-related input by the national standard and by insitu measurements might impact predictions of heating/cooling needs in offices. Analysis was per ...
2023DeepValve: Development and experimental testing of a Reinforcement Learning control framework for occupant-centric heating in offices
Dolaana Khovalyg, Amirreza Heidari
Space heating controls in offices usually follow static schedules detached from actual occupancy, which results in energy waste by unnecessarily heating vacant offices. The uniqueness of stochastic occupancy profile and thermal response time of each office ...
2023