6 citations · 8 across the 10 of their papers we have counts for
5 papers · 1 filter
Multistep Multiappliance Load Prediction
Alona Zharova, Antonia Scherz
A well-performing prediction model is vital for a recommendation system suggesting actions for energy-efficient consumer behavior. However, reliable and accurate predictions depend…
Activity-Based Recommendations for Demand Response in Smart Sustainable Buildings
Alona Zharova, Laura Löschmann
The energy consumption of private households amounts to approximately 30% of the total global energy consumption, causing a large share of the CO2 emissions through energy producti…
Understanding User Perception and Intention to Use Smart Homes for Energy Efficiency: A Survey
Alona Zharova, Hee-Eun Lee
Smart Home technology is increasingly seen as a solution for improving household energy efficiency. However, its energy-saving potential depends largely on how consumers use the sy…
Explainable Multi-Agent Recommendation System for Energy-Efficient Decision Support in Smart Homes
Alona Zharova, Annika Boer, Julia Knoblauch +2
Understandable and persuasive recommendations support the electricity consumers' behavioral change to tackle the energy efficiency problem. Generating load shifting recommendations…
Utility-Based Context-Aware Multi-Agent Recommendation System for Energy Efficiency in Residential Buildings
Valentyna Riabchuk, Leon Hagel, Felix Germaine +1
A significant part of CO2 emissions is due to high electricity consumption in residential buildings. Using load shifting can help to improve the households' energy efficiency. To n…