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A Segmentation Model of ECU Excitation Signal Based on Characteristic Parameters

According to the basic structure and working principle of the excitation signal sensors of a diesel engine electronic control unit (ECU), a segmentation model of an ECU excitation signal based on characteristic parameters (ESCP-SM) is proposed. In the ESCP-SM, the ECU excitation signal is divided in...

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Detalles Bibliográficos
Autores principales: Zheng, Xingjian, Wang, Bo, Ge, Yongqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8234288/
https://www.ncbi.nlm.nih.gov/pubmed/34204529
http://dx.doi.org/10.3390/s21124165
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author Zheng, Xingjian
Wang, Bo
Ge, Yongqi
author_facet Zheng, Xingjian
Wang, Bo
Ge, Yongqi
author_sort Zheng, Xingjian
collection PubMed
description According to the basic structure and working principle of the excitation signal sensors of a diesel engine electronic control unit (ECU), a segmentation model of an ECU excitation signal based on characteristic parameters (ESCP-SM) is proposed. In the ESCP-SM, the ECU excitation signal is divided into several parts, and each part has its characteristic parameters model. By using the same global parameters and strictly controlling each part’s proportional parameters, the ESCP-SM can achieve signal alignment and dynamic frequency modulation. Based on the simulation experiment, spectrum analysis proves that this modeling method ensures that the original signal’s effective information is not lost. Pearson similarity analysis shows that the similarity between the simulation signal and practical signal reaches 74%, exhibiting strong correlation. In addition, we set up a physical testing environment. ESCP-SM is realized based on virtual instrument technology, and provides excitation signals for a Komatsu 8 ECU. By modifying the parameter configuration, the ECU can drive the injector to work correctly.
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spelling pubmed-82342882021-06-27 A Segmentation Model of ECU Excitation Signal Based on Characteristic Parameters Zheng, Xingjian Wang, Bo Ge, Yongqi Sensors (Basel) Article According to the basic structure and working principle of the excitation signal sensors of a diesel engine electronic control unit (ECU), a segmentation model of an ECU excitation signal based on characteristic parameters (ESCP-SM) is proposed. In the ESCP-SM, the ECU excitation signal is divided into several parts, and each part has its characteristic parameters model. By using the same global parameters and strictly controlling each part’s proportional parameters, the ESCP-SM can achieve signal alignment and dynamic frequency modulation. Based on the simulation experiment, spectrum analysis proves that this modeling method ensures that the original signal’s effective information is not lost. Pearson similarity analysis shows that the similarity between the simulation signal and practical signal reaches 74%, exhibiting strong correlation. In addition, we set up a physical testing environment. ESCP-SM is realized based on virtual instrument technology, and provides excitation signals for a Komatsu 8 ECU. By modifying the parameter configuration, the ECU can drive the injector to work correctly. MDPI 2021-06-17 /pmc/articles/PMC8234288/ /pubmed/34204529 http://dx.doi.org/10.3390/s21124165 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zheng, Xingjian
Wang, Bo
Ge, Yongqi
A Segmentation Model of ECU Excitation Signal Based on Characteristic Parameters
title A Segmentation Model of ECU Excitation Signal Based on Characteristic Parameters
title_full A Segmentation Model of ECU Excitation Signal Based on Characteristic Parameters
title_fullStr A Segmentation Model of ECU Excitation Signal Based on Characteristic Parameters
title_full_unstemmed A Segmentation Model of ECU Excitation Signal Based on Characteristic Parameters
title_short A Segmentation Model of ECU Excitation Signal Based on Characteristic Parameters
title_sort segmentation model of ecu excitation signal based on characteristic parameters
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8234288/
https://www.ncbi.nlm.nih.gov/pubmed/34204529
http://dx.doi.org/10.3390/s21124165
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