FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385454089> ?p ?o ?g. }

• W4385454089 endingPage "110690" @default.
• W4385454089 startingPage "110690" @default.
• W4385454089 abstract "This paper presents the concept of the computationally-efficient reduced order control performance assessment (RO-CPA) system for automatic detection of industrial single closed loop control systems whose performance could be not acceptable due to a poor tuning of the controller. The proposed machine learning (ML) based classification system is derived for a broad class of industrial control closed loops based on the proportional–integral–derivative (PID) controller. Apart from a high accuracy of the classification of the closed loop performance, the proposed RO-CPA system is derived to meet the requirements of low computational complexity and low memory usage. These requirements allow for practical implementation of RO-CPA in devices with low computational and memory resources, such as industrial programmable logic controllers (PLC) operating in manufacturing systems or embedded autonomous systems with dedicated PID-based control loops. This paper shows the rigorous ML-based design of the proposed RO-CPA system and the results of the validation of its classification accuracy. Additionally, an example of a practical implementation within a PLC in the form of a general purpose library function block is presented and the final experimental validation is made using a part of laboratory heat exchange and distribution setup." @default.
• W4385454089 created "2023-08-02" @default.
• W4385454089 creator A5000639139 @default.
• W4385454089 creator A5005579088 @default.
• W4385454089 creator A5021845550 @default.
• W4385454089 creator A5035804986 @default.
• W4385454089 creator A5041397841 @default.
• W4385454089 creator A5083181106 @default.
• W4385454089 date "2023-10-01" @default.
• W4385454089 modified "2023-10-14" @default.
• W4385454089 title "Practical implementation of computationally-efficient machine learning-based control performance assessment system for a class of closed loop systems" @default.
• W4385454089 cites W1596717185 @default.
• W4385454089 cites W1977310618 @default.
• W4385454089 cites W1988790447 @default.
• W4385454089 cites W1996643054 @default.
• W4385454089 cites W1997207212 @default.
• W4385454089 cites W2002447219 @default.
• W4385454089 cites W2029608738 @default.
• W4385454089 cites W2034400748 @default.
• W4385454089 cites W2056132907 @default.
• W4385454089 cites W2068467462 @default.
• W4385454089 cites W2078025160 @default.
• W4385454089 cites W2086982787 @default.
• W4385454089 cites W2111372556 @default.
• W4385454089 cites W2113433055 @default.
• W4385454089 cites W2140246545 @default.
• W4385454089 cites W2163264415 @default.
• W4385454089 cites W2167101736 @default.
• W4385454089 cites W2198427810 @default.
• W4385454089 cites W2206326344 @default.
• W4385454089 cites W2342003104 @default.
• W4385454089 cites W2614333162 @default.
• W4385454089 cites W2762143680 @default.
• W4385454089 cites W2969173210 @default.
• W4385454089 cites W3116508393 @default.
• W4385454089 cites W3119526951 @default.
• W4385454089 cites W3138411087 @default.
• W4385454089 cites W3156471347 @default.
• W4385454089 cites W3205188471 @default.
• W4385454089 cites W4289938462 @default.
• W4385454089 doi "https://doi.org/10.1016/j.asoc.2023.110690" @default.
• W4385454089 hasPublicationYear "2023" @default.
• W4385454089 type Work @default.
• W4385454089 citedByCount "0" @default.
• W4385454089 crossrefType "journal-article" @default.
• W4385454089 hasAuthorship W4385454089A5000639139 @default.
• W4385454089 hasAuthorship W4385454089A5005579088 @default.
• W4385454089 hasAuthorship W4385454089A5021845550 @default.
• W4385454089 hasAuthorship W4385454089A5035804986 @default.
• W4385454089 hasAuthorship W4385454089A5041397841 @default.
• W4385454089 hasAuthorship W4385454089A5083181106 @default.
• W4385454089 hasConcept C111919701 @default.
• W4385454089 hasConcept C119599485 @default.
• W4385454089 hasConcept C127413603 @default.
• W4385454089 hasConcept C133731056 @default.
• W4385454089 hasConcept C154945302 @default.
• W4385454089 hasConcept C17500928 @default.
• W4385454089 hasConcept C203479927 @default.
• W4385454089 hasConcept C2524010 @default.
• W4385454089 hasConcept C2775924081 @default.
• W4385454089 hasConcept C2777210771 @default.
• W4385454089 hasConcept C2777212361 @default.
• W4385454089 hasConcept C3019251811 @default.
• W4385454089 hasConcept C33923547 @default.
• W4385454089 hasConcept C37374048 @default.
• W4385454089 hasConcept C40071531 @default.
• W4385454089 hasConcept C41008148 @default.
• W4385454089 hasConcept C47116090 @default.
• W4385454089 hasConcept C536315585 @default.
• W4385454089 hasConcept C6557445 @default.
• W4385454089 hasConcept C86803240 @default.
• W4385454089 hasConceptScore W4385454089C111919701 @default.
• W4385454089 hasConceptScore W4385454089C119599485 @default.
• W4385454089 hasConceptScore W4385454089C127413603 @default.
• W4385454089 hasConceptScore W4385454089C133731056 @default.
• W4385454089 hasConceptScore W4385454089C154945302 @default.
• W4385454089 hasConceptScore W4385454089C17500928 @default.
• W4385454089 hasConceptScore W4385454089C203479927 @default.
• W4385454089 hasConceptScore W4385454089C2524010 @default.
• W4385454089 hasConceptScore W4385454089C2775924081 @default.
• W4385454089 hasConceptScore W4385454089C2777210771 @default.
• W4385454089 hasConceptScore W4385454089C2777212361 @default.
• W4385454089 hasConceptScore W4385454089C3019251811 @default.
• W4385454089 hasConceptScore W4385454089C33923547 @default.
• W4385454089 hasConceptScore W4385454089C37374048 @default.
• W4385454089 hasConceptScore W4385454089C40071531 @default.
• W4385454089 hasConceptScore W4385454089C41008148 @default.
• W4385454089 hasConceptScore W4385454089C47116090 @default.
• W4385454089 hasConceptScore W4385454089C536315585 @default.
• W4385454089 hasConceptScore W4385454089C6557445 @default.
• W4385454089 hasConceptScore W4385454089C86803240 @default.
• W4385454089 hasFunder F4320324727 @default.
• W4385454089 hasLocation W43854540891 @default.
• W4385454089 hasOpenAccess W4385454089 @default.
• W4385454089 hasPrimaryLocation W43854540891 @default.
• W4385454089 hasRelatedWork W1787078821 @default.
• W4385454089 hasRelatedWork W2063722070 @default.
• W4385454089 hasRelatedWork W2600332792 @default.

• next