LP-OPTIMA: A Framework for Prescriptive Maintenance and Optimization of IoT Resources for Low-Power Embedded Systems

A Papaioannou, A Dimara, CS Kouzinopoulos… - Sensors, 2024 - mdpi.com
Low-power embedded systems have been widely used in a variety of applications, allowing
devices to efficiently collect and exchange data while minimizing energy consumption …

An Applied Framework for Smarter Buildings Exploiting a Self-Adapted Advantage Weighted Actor-Critic

I Papaioannou, A Dimara, C Korkas, I Michailidis… - Energies, 2024 - mdpi.com
Smart buildings are rapidly becoming more prevalent, aiming to create energy-efficient and
comfortable living spaces. Nevertheless, the design of a smart building is a multifaceted …

Advanced proactive anomaly detection in multi-pattern home appliances for energy optimization

A Papaioannou, A Dimara, S Krinidis… - Internet of Things, 2024 - Elsevier
As far as home appliances are concerned, a major issue arises as malfunctions frequently
go unnoticed by homeowners, consuming a significant amount of energy. Identifying this …

A novel AI-powered method for robust identification of operational phases in refrigerators

A Papaioannou, A Dimara, S Krinidis, G Tzitziou… - … Energy, Grids and …, 2024 - Elsevier
Refrigerators are essential appliances in our daily lives, while the accurate identification of
their operational phase is crucial for various applications, such as energy management and …

An Innovative Methodology for Revealing Home Appliances' Consumption Patterns to Transform Energy Management and Maintenance Strategies

A Papaioannou, A Dimara, I Papaioannou… - … Conference on Artificial …, 2024 - Springer
Developing efficient techniques for energy optimization and conservation requires a
thorough understanding of the patterns of energy usage among different home appliances …