Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783714049291190272 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8234288 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhengxingjian asegmentationmodelofecuexcitationsignalbasedoncharacteristicparameters AT wangbo asegmentationmodelofecuexcitationsignalbasedoncharacteristicparameters AT geyongqi asegmentationmodelofecuexcitationsignalbasedoncharacteristicparameters AT zhengxingjian segmentationmodelofecuexcitationsignalbasedoncharacteristicparameters AT wangbo segmentationmodelofecuexcitationsignalbasedoncharacteristicparameters AT geyongqi segmentationmodelofecuexcitationsignalbasedoncharacteristicparameters |