Tomáš Novák
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Integrated design and YOLO based control framework for autonomous EV charging robot platforms Open
The increase in demand for convenient and efficient charging solutions has experienced a significant upsurge due to the rapid adoption of electric vehicles (EVs). Consequently, the primary objective of this manuscript is to offer a compreh…
Automated Polarization Basis Adjustment and Security Monitoring in Quantum Communication via Coincidence Entropies Open
Polarization-sensitive receivers for single photons are of crucial importance in various applications within the fields of quantum communication and quantum sensing, and are more commonly implemented in free-space optics rather than in opt…
Assessment of polarization entanglement source: photon counting and correlation measurement Open
Commercial sources of polarization entanglement at telecommunication wavelengths are already available on the market, but they lack proper certification or third-party testing. We aim to provide a comprehensive testing framework for photon…
Enhancing railway track maintenance with real-time ultrasonic and moisture sensing: Proactive and zone-specific management strategies Open
The incorporation of ultrasonic and moisture sensors represents a significant advancement in railway track maintenance, offering a comprehensive and efficient means of assessing conditions, reducing time, and eliminating manual labor. Moun…
Optimizing grid-dependent and islanded network operations through synergic active-reactive power integration Open
DG integration improves distribution network performance and also enables microgrid (MG) formation for islanded operation. However, existing studies assume an isolated operation approach for islanded mode, which is unrealistic and increase…
View article: Nature-inspired swarm intelligence algorithms for optimal distributed generation allocation: A comprehensive review for minimizing power losses in distribution networks
Nature-inspired swarm intelligence algorithms for optimal distributed generation allocation: A comprehensive review for minimizing power losses in distribution networks Open
The continuous increase in energy demand strains distribution networks, resulting in heightened power losses and a decline in overall performance. This negatively impacts distribution companies' profits and increases consumer electricity c…
Instance Segmentation of Characters Recognized in Palmyrene Aramaic Inscriptions Open
This study presents a single-class and multi-class instance segmentation approach applied to ancient Palmyrene inscriptions, employing two state-of-the-art deep learning algorithms, namely YOLOv8 and Roboflow 3.0.The goal is to contribute …
E-bike with photovoltaic panels for battery charging Open
The experience in many cities shows that bicycles are one of the best vehicles of transportation in cities. They are ecological, require a small space, are not noisy, and contribute to the mental and physical health of the residents. The a…
View article: Operation and Planning of Energy Hubs Under Uncertainty—A Review of Mathematical Optimization Approaches
Operation and Planning of Energy Hubs Under Uncertainty—A Review of Mathematical Optimization Approaches Open
Co-designing energy systems across multiple energy carriers is increasingly attracting attention of researchers and policy makers, since it is a prominent means of increasing the overall efficiency of the energy sector. Special attention i…
View article: On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice
On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice Open
Prediction of work Travel mode choice is one of the most important parts of travel demand \nforecasting. Planners can achieve sustainability goals by accurately forecasting how people will get to and \nfrom work. In the prediction of trave…
View article: A Survey on Different Plant Diseases Detection Using Machine Learning Techniques
A Survey on Different Plant Diseases Detection Using Machine Learning Techniques Open
Early detection and identification of plant diseases from leaf images using machine learning is an important and challenging research area in the field of agriculture. There is a need for such kinds of research studies in India because agr…
Modelling of Luminous Flux Directed to the Upper Hemisphere from Electrical Substation before and after the Refurbishment of Lighting Systems Open
This article deals with options for how to express the luminous flux from outdoor electrical substations of the electric transmission system. Processing of the models of light emissions before and after refurbishment of lighting systems wa…
Dehumanizing Voice Technology: Phonetic & Experiential Consequences of Restricted Human-Machine Interaction Open
The use of natural language and voice-based interfaces gradu-ally transforms how consumers search, shop, and express their preferences. The current work explores how changes in the syntactical structure of the interaction with conversation…
ARCHITECTURE OF SOLAR PANEL INTELLIGENT MONITORING SYSTEM BY MEANS OF INDUSTRIAL CONTROLLER Open
The paper is devoted to increasing the efficiency of real-time monitoring of the basic solar panel parameters. The main \ndisadvantage of existing solar panel monitoring systems is the inability to troubleshoot a single solar panel of larg…
MODELLING OF LARGE LIGHT SOURCES RADIATION TO THE UPPER HEMISPHERE - OBTRUSIVE LIGHT Open
This article describes one possible way of conducting evaluation of lighting system in aspect of influence of emitted luminous flux on outdoor environment in upper hemisphere.It is focused on modelling, evaluation and limitations of obtrus…
View article: Conference program book EPE2018
Conference program book EPE2018 Open
The influence of the fuel thermal conductivity
Utilization of Interoperability between the BACnet and KNX Technologies for Monitoring of Operational-Technical Functions in Intelligent Buildings by Means of the PI System SW Tool Open
This paper describes the proposed solution to the implementation of monitoring of controlled operational-technical functions in intelligent buildings, providing for interoperability between the individual technological units employing the …
Low-cost solution of LED driving, designed for tunable white lighting systems Open
Aiming at increased lighting comfort, new types of light fixtures may currently be seen that may not only be dimmed, but can also adjust the temperature of the light. The ability to adjust the brightness and color temperature is not only s…
Utilization of the LMS Algorithm to Filter the Predicted Course by Means of Neural Networks for Monitoring the Occupancy of Rooms in an Intelligent Administrative Building Open
For monitoring the occupancy of individual rooms in an intelligent administrative building (IAB), a wide variety of sensors can be used, by means of which the presence of a person in the monitored area can be determined. For a larger admin…
Active Pre-Equalizer for Broadband over Visible Light Open
This paper introduces a new technology called Broadband over Visible Light (BVL) which combines two technology solutions like Visible Light Communication(VLC) and Broadband over Power Line (BPL). This new technology is suitable for convert…
View article: Increasing of visibility on the pedestrian crossing by the additional lighting systems
Increasing of visibility on the pedestrian crossing by the additional lighting systems Open
Pedestrian crossings are critical places for road accidents between pedestrians and motor vehicles. For this reason, it is very important to increase attention when the pedestrian crossings are designed and it is necessary to take into acc…
Utilization of regression analysis to increase the control accuracy of dimmer lighting systems in the Smart Home Open
The article deals with the possibilities of the use of regression analysis to process data acquired from sensors of the KNX control system used for operational measurement and the control of lighting systems in the individual rooms of the …