Model-Free HVAC Control in Buildings: A Review

P Michailidis, I Michailidis, D Vamvakas… - Energies, 2023 - mdpi.com
The efficient control of HVAC devices in building structures is mandatory for achieving
energy savings and comfort. To balance these objectives efficiently, it is essential to …

Artificial Neural Network Applications for Energy Management in Buildings: Current Trends and Future Directions

P Michailidis, I Michailidis, S Gkelios, E Kosmatopoulos - Energies, 2024 - mdpi.com
ANNs have become a cornerstone in efficiently managing building energy management
systems (BEMSs) as they offer advanced capabilities for prediction, control, and …

Neuro-distributed cognitive adaptive optimization for training neural networks in a parallel and asynchronous manner

P Michailidis, IT Michailidis, S Gkelios… - Integrated …, 2023 - journals.sagepub.com
Distributed Machine learning has delivered considerable advances in training neural
networks by leveraging parallel processing, scalability, and fault tolerance to accelerate the …

Coordinating heterogeneous mobile sensing platforms for effectively monitoring a dispersed gas plume

GD Karatzinis, P Michailidis… - Integrated …, 2022 - content.iospress.com
In order to sufficiently protect active personnel and physical environment from hazardous
leaks, recent industrial practices integrate innovative multi-modalities so as to maximize …

[PDF][PDF] Review and Evaluation of Multi-Agent Control Applications for Energy Management in Buildings.

P Michailidis, I Michailidis… - Energies (19961073 …, 2024 - researchgate.net
The current paper presents a comprehensive review analysis of Multi-agent control
methodologies for Integrated Building Energy Management Systems (IBEMSs), considering …

Bi-Level Optimization Model for Urban Traffic Control

K Stoilova, T Stoilov, S Dimitrov - Cybernetics and Information …, 2021 - sciendo.com
The urban traffic control optimization is a complex problem because of the interconnections
among the junctions and the dynamical behavior of the traffic flows. Optimization with one …

Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms

IT Michailidis, AC Kapoutsis, EB Kosmatopoulos… - … Conference on Artificial …, 2021 - Springer
The current study focuses on the problem of continuously tracking a dynamically evolving
CH_4 CH 4 plume utilizing a mutually built consensus by heterogeneous sensing platforms …

[PDF][PDF] AUTOMATION OF THE COORDINATED ROAD TRAFFIC CONTROL PROCESS.

D Orazbayeva, A Abzhapbarova… - Scientific Bulletin of …, 2022 - nvngu.in.ua
Purpose. To increase output of traffic network while deriving new dependencies of transport
flow characteristics upon control law parameters and using them to develop an algorithm to …

Науковий вісник НГУ

D Orazbayeva, A Abzhapbarova, D Agabekova… - nvngu.in.ua
Purpose. To increase output of traffic network while deriving new dependencies of transport
flow characteristics upon control law parameters and using them to develop an algorithm to …