In today’s data-driven world, precise decision-making hinges on accurate data analysis. However, anomalies—unusual data points that differ significantly from the rest of the dataset—can still arise, posing challenges to this process. Anomaly detection, which identifies these outliers, and root cause Read more…
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, Read more…
Problem introduction: These days we live an unprecedented era, where gifts we used to take for free from Mother Earth , can run out in the blink of an eye. By the gifts it’s not meant only the crude oil Read more…
Touto cestou by som rád popísal svoje pocity a dojmy z letnej stáže, ktorú som absolvoval v dánskej spoločnosti Aquaporin A/S so sídlom neďaleko Kodane a rovanko tak aj poďakovať vedeniu ÚIAM za túto poskytnutú možnosť a finančnú výpomoc. Bol Read more…
A Fusion of Education and Exploration. Step into the enchanting city of Zurich, where astonishing architecture, efficient transportation, and the presence of top-notch universities combine to create an ideal setting for an unforgettable summer school experience. Join me, along with 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 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 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 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 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 Read more…