Zobrazeno 1 - 10
of 60
pro vyhledávání: '"Jacek Czeczot"'
Publikováno v:
Archives of Control Sciences, Pp 527-551 (2021)
This paper presents how Q-learning algorithm can be applied as a general-purpose selfimproving controller for use in industrial automation as a substitute for conventional PI controller implemented without proper tuning. Traditional Q-learning approa
Externí odkaz:
https://doaj.org/article/431cc725b3df4b86ad2b328e2a547a4a
Publikováno v:
Energies, Vol 15, Iss 14, p 5241 (2022)
This paper deals with the proposition of improvement in the performance of a heat source by modification of its structure and by deriving a dedicated control system. Traditional heat sources consist of a single heater of high nominal power, but slow
Externí odkaz:
https://doaj.org/article/52b26c53f6d94927a307316f139aa0aa
Autor:
Jacek Czeczot-Gawrak
Publikováno v:
Archiwum Emigracji. :489-493
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Publikováno v:
IEEE Transactions on Industrial Electronics. 69:10541-10551
This paper presents the concept of Boundary-Based Predictive Controller (BBPC) as an effective tool to control industrial processes with on-off actuator, for which the control goal is defined to keep the process output within the desired range. An ex
Publikováno v:
ISA Transactions. 125:179-188
The paper presents a stability analysis of a closed-loop system with an active disturbance rejection control (ADRC) algorithm and a reduced-order extended state observer (RESO). The controller is designed for first-order plus delay time processes, an
Publikováno v:
IEEE Transactions on Industrial Electronics. 68:12554-12564
In this article, increment count method (ICM) is proposed as a novel approach for simultaneous steady-state detection and transportation time delay estimation for industrial processes. The concept of ICM is presented, and its implementation issues ar
Publikováno v:
IEEE Transactions on Industrial Electronics. 68:4269-4278
For the efficient control of industrial heat sources, adaptation to significant changes in operating conditions and in heat demand variations are the critical issues. This article presents the concept of the adaptive dynamic matrix controller dedicat
Publikováno v:
ISA transactions. 128
Safe and economic operation of an open-cathode proton exchange membrane fuel cell (PEMFC) requires an efficient thermal management strategy. The stack temperature regulation in PEMFC is, however, challenging due to often stringent set-point tracking
In this paper, a novel machine learning derived control performance assessment (CPA) classification system is proposed. It is dedicated for a wide class of PID-based control industrial loops with processes exhibiting dynamical properties close to sec
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::37ac5b1b2126df1773e31280386b334b
Autor:
Szymon Bysko, Sara Bysko, Michal Fratczak, Pawel Nowak, Tomasz Klopot, Jacek Czeczot, Krzysztof Stebel, Piotr Laszczyk
Publikováno v:
Journal of Physics: Conference Series. 2198:012010
This paper deals with the validation of the concept of using virtual commissioning of the low-level industrial control systems to adjust PID controller settings. General hardware configurations and logical layers of the experimental setups, which wer