Browsing Τμήμα Ηλεκτρολόγων και Ηλεκτρονικών Μηχανικών by Title
Now showing items 9-28 of 349
-
Artificial intelligence methods for predictive maintenance
(Πανεπιστήμιο Δυτικής Αττικής, 2024-04-26)The rapid evolution of Artificial Intelligence over the past few years has revolutionised applications in several fields. Such field is the Predictive Maintenance (PdM) concept. In contrast to reactive or scheduled ... -
Augmentation of large language model capabilities with knowledge graphs
(Πανεπιστήμιο Δυτικής Αττικής, 2024-03-06)This postgraduate thesis explores the possibility for augmentation of the abilities of Large Language Models (LLMs) in the task of Question Answering by incorporating the technique of Retrieval-Augmented Generation (RAG) ... -
Automatic monitoring of insect fauna at global scales using wireless networks and opto-acoustic sensors
(Πανεπιστήμιο Δυτικής Αττικής, 2023-01-25)This thesis introduces novel technological tools related to insects from various angles: hardware platforms that detect and register insect’s presence, data processing techniques and machine learning classification algorithms ... -
Blockchain and NFTs
(Πανεπιστήμιο Δυτικής Αττικής, 2023-09-29)The document begins with an extensive review of blockchain technology, delving into its core principles, applications, and evolution. The literature review also explores the integration of blockchain in the gaming industry, ... -
Chess position evaluation using neural networks
(Πανεπιστήμιο Δυτικής Αττικής, 2021-07-22)The game of chess is the most widely examined game in the field of artificial intelligence and machine learning. There are many approaches where implementations attempt to substitute parts, or the whole functionality of a ... -
Deep learning and variable autonomy for mobile robot navigation
(Πανεπιστήμιο Δυτικής Αττικής, 2024-03)This paper addresses the problem of safe and efficient navigation of mobile robots in extreme environments such as Search and Rescue (SAR) and Urban Search and Rescue (USAR) missions or other forms of remote robotic tasks. ... -
Design and development of a prototype operating parameters monitoring system for high voltage switches using IoT technologies
(Πανεπιστήμιο Δυτικής Αττικής, 2022-07-12)Currently, almost all of the high voltage circuit breakers and gas insulated systems (GIS) are filled with SF6 under pressure. The unintended leakage of SF6 has dramatic impacts on both the environment and on the equipment ... -
Design and implementation of knowledge assessment framework in computer networks for university students
(Πανεπιστήμιο Δυτικής Αττικής, 2024-03-11)The field of computer networks is in constant development, involving the interconnection of computer systems through various technologies. The education of new engineers in this domain holds significant importance. This ... -
Design and simulation of CMOS analog IC building blocks and operational amplifiers
(Πανεπιστήμιο Δυτικής Αττικής, 2023-07)In this thesis, it will be briefly discussed the behaviour of CMOS transistors, the physical design of integrated passive components and finally design the basic building blocks and operational amplifiers. For simulations ... -
Design/Simulation of microelectronics using VLSI design techniques
(Πανεπιστήμιο Δυτικής Αττικής, 2021-03-04)In this paper, simple logic circuits were used to design more advanced, yet basic and essential MOS components. The 4-Stage Binary Counter can count sequentially 2^4 bits and is used in a variety of applications like program ... -
Designing a scalable and reproducible machine learning workflow
(Πανεπιστήμιο Δυτικής Αττικής, 2024-03-06)The advancement of machine learning (ML) applications necessitates the construction of end-to-end experimentation pipelines characterized by scalability, robustness, and reproducibility. This thesis aims to empower Data ... -
Development and tuning of automatic control methods for nonlinear systems using computational intelligence techniques with emphasis on the control of unmanned aerial vehicles
(Πανεπιστήμιο Δυτικής Αττικής, 2023-11-20)The objective of this dissertation is to develop and fine-tune automatic control techniques for nonlinear systems, with a focus on unmanned aerial vehicle control, through the application of computational intelligence ... -
Development of a biomedical device with printed electronics technology
(Πανεπιστήμιο Δυτικής Αττικής, 2023-10-12)The development of flexible electronic devices with printed electronics technology has recently attracted significant interest from scientists and researchers. This project focuses on the fabrication of flexible sensors, ... -
Development of a distributed model predictive control framework for autonomous unmanned aerial vehicle swarms
(Πανεπιστήμιο Δυτικής Αττικής, 2023-10-11)Unmanned Aerial Vehicle (UAV) technology has witnessed remarkable advancements, permeating various industries. Quadcopters, a specialized type of UAV with four rotors, are at the forefront of these innovations with recent ... -
Development of an electronic system for the safe management of health records using Blockchain technology
(Πανεπιστήμιο Δυτικής Αττικής, 2022-03-11)In recent years, Blockchain technology has been introduced with great success and has aroused the interest of the people to a great extent. Nowadays a big issue that concerns the society but also the scientists are the ... -
Development of optimization and data-driven model predictive control methods using computational intelligence techniques: Design and applications with emphasis on the economic operation of engineering systems
(Πανεπιστήμιο Δυτικής Αττικής, 2023-10-12)This thesis addresses the creation of data-driven model predictive control (MPC) schemes and optimization methods utilizing computational intelligence (CI) & machine learning (ML) tools. Both theoretical and practical ... -
Embedded system for the recording and visualization of voltage sensor data
(Πανεπιστήμιο Δυτικής Αττικής, 2024-07-24)This thesis presents the design, development and implementation of an advanced strain monitoring system utilizing FPGA technology, aimed at providing accurate, real-time data acquisition, processing, and visualization. The ... -
Energy efficient routing protocols in wireless sensor networks
(Πανεπιστήμιο Δυτικής Αττικής, 2023-10)During past years, great progress has been achieved in Wireless Sensor Networks (WSNs). In most cases the nodes in WSNs rely on batteries instead of having a steady power supply. Also, in many occasions they are placed ... -
Energy saving methodologies in wireless sensor networks
(Πανεπιστήμιο Δυτικής Αττικής, 2023-07)Energy efficiency is the major issue that arises in Wireless Sensor Networks (WSNs). Batteries that are typically the main power source of a WSN have a restricted lifetime. Hence, energy conservation in WSNs is a rather ... -
Evaluation and characteristics of the development standards for decentralized identities (DIDs)
(Πανεπιστήμιο Δυτικής Αττικής, 2024-03-21)In the evolving landscape of digital technology, the concept of identity verification and management has become a cornerstone of online interactions and transactions. This thesis delves into the transformative potential ...