Projects

Model Predictive Control (MPC) is a sophisticated technique that optimizes complex processes to achieve optimal performance, taking into account economic, environmental, and energy efficiency factors. To program an MPC controller, we require a mathematical model that describes the system’s behavior, an objective function, and constraints. While the MPT Toolbox offers Read more

A mathematical model has an important use in industry, by simulating it we can see how our process behaves under different operating conditions without having to make a change to the actual equipment. By comparing the mathematical model with the real system, we can observe anomalous process behavior that can Read more

This semestral project reflects the cooperation between our scientific group and intustrial partner.The goal is to design appropriate controller on our side to ensure suitable thermal conditions inside their battery energy storage system. The unsuitable thermal conditions lead to shorten lifespan, capacity, charging speed and performance in general. Right now, Read more

Model Predictive Control (MPC) is an advanced control technique which can be used in chemical plants. It allows quick decision-making and taking the right actions when faced with changing requirements and unexpected events. However, solving a complex problem within limited time is computationally and time-consuming. To solve this, most systems Read more

MPC is method used in automation and system control. MPC assumes the future behavior of the system and use a model of the system to predict its future state. This allows MPC to better respond to changes in input conditions and achieve better control performance. MPC considers constraints of the Read more

Our main goal was to seek for an approximation of a controller that can be implemented in Homomorphic Encrypted framework to increase the data security. As for the controller we have used the model predictive controller and then we used the data from the control simulation as our base data. Read more

The motivation for my project is to create a database system for various modules. Tables will be created for the modules in one database. We will try to simplify searching for records. FRAMEWORKSA software framework is a structure that you can use to build software. It acts as a foundation, Read more

The main goal of this project, was optimizing processing of large-scale data and compare various methods of processing to find out the fastest approach and compare speed of processing data by R app with equal app programmed in Python. In brief, R is a language and environment for statistical computing Read more

Cieľom projektu bolo vyvinúť prototyp smart senzora, ktorý bude schopný rozpoznať, či je ľubovoľné laboratórne zariadenie v prevádzke a sprístupniť tieto informácie používateľovi. V tomto prípade je spomínaným zariadením 3D tlačiareň. Pri vývoji prototypu bol kladený dôraz na modularitu, čo znamená, že senzor je prispôsobiteľný na detekciu aktivity aj iných Read more

Na začiatku semestra som dostal na ponuku na výber medzi dvoma projektami. Keďže som vedel, že oba projekty sú maximálne na dĺžku jedného semestra tak som sa rozhodol pre projekt ktorý bude možné využiť aj v budúcich projektoch. Tento projekt bol zameraný na zostrojenie reflow pece a prácu s PCB. Read more