Welcome to Laboratory of Computer Science in Control and Management of the Department of Automatic Control and Robotics, AGH University of Science and Technology in Krakow.
If you need help in solving problems within our capabilities (projects, orders), please visit the offer.
If you want to develop your skills in the field of data analysis and IT applications in automation, we invite you to cooperation.
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Laboratorium Informatyki w Sterowaniu i Zarządzaniu Akademii Górniczo-Hutniczej serdecznie zaprasza obywatelki i obywateli Ukrainy do realizacji doktoratu w ramach szkoły doktorskiej AGH.
Zagadnienia obejmują
Szczegółowy temat doktoratu będzie ustalany indywidualnie i może być realizowany w ramach dyscyplin “Informatyka Techniczna i Telekomunikacja” lub “Automatyka, Elektrotechnika i Elektronika”.
Preferowane umiejętności i doświadczenie :
Oferujemy prowadzenie badań w dynamicznym i przyjaznym zespole oraz pomoc w załatwianiu spraw formalnych, miejsca w akademiku. Pracownik naszego zespołu mówi po ukraińsku, w razie potrzeby można poprosić o pomoc w tłumaczeniu.
Rekrutacja na studia doktoranckie rozpoczyna się w wakacje, ale potrzebny jest czas na ustalenie tematu i kwestii organizacyjnych.
Osoby przyjęte do szkoły doktorskiej otrzymują stypendium doktoranckie.
Kontakt: nataliia@agh.edu.pl
The Laboratory of Computer Science in Control and Management of the AGH University of Science and Technology cordially invites citizens of Ukraine to pursue their doctorate at the AGH University of Science and Technology doctoral school.
The scope includes:
The detailed topic of the doctorate will be determined individually and may be carried out within the disciplines of “Technical Informatics and Telecommunications” or “Automation, Electrical Engineering and Electronics”.
Preferred skills and experience:
We offer research in a dynamic and friendly team as well as assistance in dealing with formal matters, places in the dormitory. A member of our team speaks Ukrainian, you can ask for help with translation if necessary.
Recruitment for doctoral studies starts during the summer holidays, but time is needed to determine the topic and organizational issues.
Persons admitted to the doctoral school receive a doctoral scholarship.
Contact: nataliia@agh.edu.pl
Лабораторія комп’ютерних наук у галузі контролю та управління Університету науки та технології AGH (пол. Akademia Górniczo-Hutnicza im. Stanisława Staszica) запрошує громадян України продовжити навчання в аспірантурі Університету науки та техніки AGH.
Пропонована тематика включає:
Детальна тема кандидатської дисертації визначається індивідуально і може здійснюватися в межах дисциплін «Технічна інформатика та телекомунікація» або «Автоматика, електроніка та електротехніка».
Очікуванні навички та досвід:
Ми пропонуємо дослідження в динамічній та дружній команді, а також допомогу у вирішенні офіційних питань, місця в гуртожитку. Співробітник нашої команди розмовляє українською, у разі виникнення проблем Ви можете звернутися за допомогою з перекладом.
Набір до аспірантури починається під час літніх канікул, але потрібен час для визначення теми та організаційних питань.
Особи, які зараховані до аспірантури, отримують стипендію для аспірантів.
контакт: nataliia@agh.edu.pl
This area covers very wide applications of data analysis in the issues of estimation, classification and prediction. Specific areas of application include, but are not limited to, process and device diagnostics, fault prediction, load prediction, phenomena prediction or condition-based maintenance. The methods used in the research are mainly based on Bayesian statistics and selected areas of machine learning.
In this field, work is carried out on data processing, construction of classifiers and detection of events in time series.
In this field, research is conducted in two main areas. The first is the development of ERP software in the field of data science. Extending the functionality of such systems with analytical and predictive tools gives the possibilities of wide applications and significant benefits. The second area is the optimal control of the production process. This issue is related to the problem of optimal control. We work on the development of effective computational methods to optimize real manufacturing problems that may include unexpected disturbances and non-deterministic faults.
Our teamwork on effective numerical methods addressed to the problem of implementing methods and control algorithms and signal processing on various hardware platforms. The issues of approximation and implementation in real-time of filters and regulators with characteristics of incomplete order systems are considered. We develop algorithms and design methods to provide increased control system robustness.
In the era of access to large amounts of data, adequate data treatment and analysis are necessary. Modern statistical methods allow for effective inference and prediction based on available information. A wide range of works related to data processing of various types is offered. Research in this area is carried out by the Information Technology Laboratory in Control and Management, headed by professor Jerzy Baranowski.
We propose::
Application:
The issues under consideration are fully within the scope of Industry 4.0, offering extensive support for many issues of modern production. The proposed works also apply in the areas of research, development and implementation of new products or installations.
The Information Technology Laboratory in Control and Management is looking for people willing to cooperate in the field of scientific research, implementation of scientific-covered projects and educational work.
Preferred skills and experience:
Terms of cooperation to be agreed (contact jb (at) agh.edu.pl)