LAPSE:2023.10622
Published Article
LAPSE:2023.10622
Predictive Controller Based on Paraconsistent Annotated Logic for Synchronous Generator Excitation Control
February 27, 2023
Abstract
This study presents a new Model Predictive Controller (MPC), built with algorithms based on Paraconsistent Annotated Logic (PAL), with application examples in the excitation control of a synchronous generator. PAL is a non-classical evidential and propositional logic that is associated with a Hasse lattice, and which presents the property of accepting the contradiction in its foundations. In this research, the algorithm was constructed with a version of the PAL that works with two information signals in the degrees of evidence format and, therefore, is called Paraconsistent Annotated Logic with annotation of two values (PAL2v). For the validation of the algorithmic structure, the computational tool MATLAB® Release 2012b, The MathWorks, Inc., Natick, MA, United States was used. Simulations were performed which compared the results obtained with PPC-PAL2v to those obtained in essays with the AVR (Automatic Voltage Regulator) controls in conjunction with the PSS (Power System Stabilizer) and the conventional MPC of fixed weights. The comparative results showed the PPC-PAL2v to display superior performance in the action of the excitation control of the synchronous generator, with a great efficiency in response to small signals.
This study presents a new Model Predictive Controller (MPC), built with algorithms based on Paraconsistent Annotated Logic (PAL), with application examples in the excitation control of a synchronous generator. PAL is a non-classical evidential and propositional logic that is associated with a Hasse lattice, and which presents the property of accepting the contradiction in its foundations. In this research, the algorithm was constructed with a version of the PAL that works with two information signals in the degrees of evidence format and, therefore, is called Paraconsistent Annotated Logic with annotation of two values (PAL2v). For the validation of the algorithmic structure, the computational tool MATLAB® Release 2012b, The MathWorks, Inc., Natick, MA, United States was used. Simulations were performed which compared the results obtained with PPC-PAL2v to those obtained in essays with the AVR (Automatic Voltage Regulator) controls in conjunction with the PSS (Power System Stabilizer) and the conventional MPC of fixed weights. The comparative results showed the PPC-PAL2v to display superior performance in the action of the excitation control of the synchronous generator, with a great efficiency in response to small signals.
Record ID
Keywords
Energy Efficiency, paraconsistent annotated logic, paraconsistent logic, power grids, power system stability, predictive models, stability control
Subject
Suggested Citation
Da Silva Filho JI, de Oliveira RAB, Rodrigues MC, Côrtes HM, Rocco A, Mario MC, Garcia DV, Abe JM, Torres CR, Ricciotti VBD, Ricciotti ACD, de Carvalho A Jr, Lambert-Torres G. Predictive Controller Based on Paraconsistent Annotated Logic for Synchronous Generator Excitation Control. (2023). LAPSE:2023.10622
Author Affiliations
Da Silva Filho JI: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil [ORCID]
de Oliveira RAB: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil
Rodrigues MC: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil [ORCID]
Côrtes HM: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil [ORCID]
Rocco A: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil
Mario MC: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil
Garcia DV: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil
Abe JM: Graduate Program in Production Engineering, Paulista University, José Maria Whitaker Avenue, 320, São Paulo 04057-000, SP, Brazil [ORCID]
Torres CR: Post Graduation Program in Management and Technology in Productive Systems-Paula Souza State Center for Technological Education (CEETEPS), Bandeirantes Street, 169, São Paulo 01124-010, SP, Brazil
Ricciotti VBD: Academic Department of Electrical Engineering, Federal University of Rondônia, Porto Velho 76801-058, RO, Brazil
Ricciotti ACD: Academic Department of Electrical Engineering, Federal University of Rondônia, Porto Velho 76801-058, RO, Brazil
de Carvalho A Jr: Federal Institute of Education, Science and Technology of São Paulo (IFSP), Cubatão 11533-160, SP, Brazil [ORCID]
Lambert-Torres G: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil; Gnarus Institute, Itajuba 37500-052, MG, Brazil [ORCID]
de Oliveira RAB: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil
Rodrigues MC: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil [ORCID]
Côrtes HM: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil [ORCID]
Rocco A: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil
Mario MC: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil
Garcia DV: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil
Abe JM: Graduate Program in Production Engineering, Paulista University, José Maria Whitaker Avenue, 320, São Paulo 04057-000, SP, Brazil [ORCID]
Torres CR: Post Graduation Program in Management and Technology in Productive Systems-Paula Souza State Center for Technological Education (CEETEPS), Bandeirantes Street, 169, São Paulo 01124-010, SP, Brazil
Ricciotti VBD: Academic Department of Electrical Engineering, Federal University of Rondônia, Porto Velho 76801-058, RO, Brazil
Ricciotti ACD: Academic Department of Electrical Engineering, Federal University of Rondônia, Porto Velho 76801-058, RO, Brazil
de Carvalho A Jr: Federal Institute of Education, Science and Technology of São Paulo (IFSP), Cubatão 11533-160, SP, Brazil [ORCID]
Lambert-Torres G: Laboratory of Applied Paraconsistent Logic, Santa Cecilia University−UNISANTA, Oswaldo Cruz Street 288, Santos 11045-907, SP, Brazil; Gnarus Institute, Itajuba 37500-052, MG, Brazil [ORCID]
Journal Name
Energies
Volume
16
Issue
4
First Page
1934
Year
2023
Publication Date
2023-02-15
ISSN
1996-1073
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Original Submission
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PII: en16041934, Publication Type: Journal Article
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LAPSE:2023.10622
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https://doi.org/10.3390/en16041934
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