Analysis and Identification of a Dynamic Model for Proportional Solenoid

To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Max...
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Autor*in:	Zeqin Peng [verfasserIn] Lijuan Chen [verfasserIn] Lizhong Wei [verfasserIn] Wei Gao [verfasserIn] Qi Yu [verfasserIn] Chao Ai [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2021

Schlagwörter:	Proportional solenoid numerical simulation simplified model dynamic characteristics parameter identification

Übergeordnetes Werk:	In: IEEE Access - IEEE, 2014, 9(2021), Seite 92651-92660
Übergeordnetes Werk:	volume:9 ; year:2021 ; pages:92651-92660

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc

DOI / URN:	10.1109/ACCESS.2021.3092142

Katalog-ID:	DOAJ01870851X

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520			\|a To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force.
650		4	\|a Proportional solenoid
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allfields	10.1109/ACCESS.2021.3092142 doi (DE-627)DOAJ01870851X (DE-599)DOAJ121138fd9c0e48ff855e4da98b8aa29e DE-627 ger DE-627 rakwb eng TK1-9971 Zeqin Peng verfasserin aut Analysis and Identification of a Dynamic Model for Proportional Solenoid 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force. Proportional solenoid numerical simulation simplified model dynamic characteristics parameter identification Electrical engineering. Electronics. Nuclear engineering Lijuan Chen verfasserin aut Lizhong Wei verfasserin aut Wei Gao verfasserin aut Qi Yu verfasserin aut Chao Ai verfasserin aut In IEEE Access IEEE, 2014 9(2021), Seite 92651-92660 (DE-627)728440385 (DE-600)2687964-5 21693536 nnns volume:9 year:2021 pages:92651-92660 https://doi.org/10.1109/ACCESS.2021.3092142 kostenfrei https://doaj.org/article/121138fd9c0e48ff855e4da98b8aa29e kostenfrei https://ieeexplore.ieee.org/document/9464303/ kostenfrei https://doaj.org/toc/2169-3536 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 9 2021 92651-92660
spelling	10.1109/ACCESS.2021.3092142 doi (DE-627)DOAJ01870851X (DE-599)DOAJ121138fd9c0e48ff855e4da98b8aa29e DE-627 ger DE-627 rakwb eng TK1-9971 Zeqin Peng verfasserin aut Analysis and Identification of a Dynamic Model for Proportional Solenoid 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force. Proportional solenoid numerical simulation simplified model dynamic characteristics parameter identification Electrical engineering. Electronics. Nuclear engineering Lijuan Chen verfasserin aut Lizhong Wei verfasserin aut Wei Gao verfasserin aut Qi Yu verfasserin aut Chao Ai verfasserin aut In IEEE Access IEEE, 2014 9(2021), Seite 92651-92660 (DE-627)728440385 (DE-600)2687964-5 21693536 nnns volume:9 year:2021 pages:92651-92660 https://doi.org/10.1109/ACCESS.2021.3092142 kostenfrei https://doaj.org/article/121138fd9c0e48ff855e4da98b8aa29e kostenfrei https://ieeexplore.ieee.org/document/9464303/ kostenfrei https://doaj.org/toc/2169-3536 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 9 2021 92651-92660
allfields_unstemmed	10.1109/ACCESS.2021.3092142 doi (DE-627)DOAJ01870851X (DE-599)DOAJ121138fd9c0e48ff855e4da98b8aa29e DE-627 ger DE-627 rakwb eng TK1-9971 Zeqin Peng verfasserin aut Analysis and Identification of a Dynamic Model for Proportional Solenoid 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force. Proportional solenoid numerical simulation simplified model dynamic characteristics parameter identification Electrical engineering. Electronics. Nuclear engineering Lijuan Chen verfasserin aut Lizhong Wei verfasserin aut Wei Gao verfasserin aut Qi Yu verfasserin aut Chao Ai verfasserin aut In IEEE Access IEEE, 2014 9(2021), Seite 92651-92660 (DE-627)728440385 (DE-600)2687964-5 21693536 nnns volume:9 year:2021 pages:92651-92660 https://doi.org/10.1109/ACCESS.2021.3092142 kostenfrei https://doaj.org/article/121138fd9c0e48ff855e4da98b8aa29e kostenfrei https://ieeexplore.ieee.org/document/9464303/ kostenfrei https://doaj.org/toc/2169-3536 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 9 2021 92651-92660
allfieldsGer	10.1109/ACCESS.2021.3092142 doi (DE-627)DOAJ01870851X (DE-599)DOAJ121138fd9c0e48ff855e4da98b8aa29e DE-627 ger DE-627 rakwb eng TK1-9971 Zeqin Peng verfasserin aut Analysis and Identification of a Dynamic Model for Proportional Solenoid 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force. Proportional solenoid numerical simulation simplified model dynamic characteristics parameter identification Electrical engineering. Electronics. Nuclear engineering Lijuan Chen verfasserin aut Lizhong Wei verfasserin aut Wei Gao verfasserin aut Qi Yu verfasserin aut Chao Ai verfasserin aut In IEEE Access IEEE, 2014 9(2021), Seite 92651-92660 (DE-627)728440385 (DE-600)2687964-5 21693536 nnns volume:9 year:2021 pages:92651-92660 https://doi.org/10.1109/ACCESS.2021.3092142 kostenfrei https://doaj.org/article/121138fd9c0e48ff855e4da98b8aa29e kostenfrei https://ieeexplore.ieee.org/document/9464303/ kostenfrei https://doaj.org/toc/2169-3536 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 9 2021 92651-92660
allfieldsSound	10.1109/ACCESS.2021.3092142 doi (DE-627)DOAJ01870851X (DE-599)DOAJ121138fd9c0e48ff855e4da98b8aa29e DE-627 ger DE-627 rakwb eng TK1-9971 Zeqin Peng verfasserin aut Analysis and Identification of a Dynamic Model for Proportional Solenoid 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force. Proportional solenoid numerical simulation simplified model dynamic characteristics parameter identification Electrical engineering. Electronics. Nuclear engineering Lijuan Chen verfasserin aut Lizhong Wei verfasserin aut Wei Gao verfasserin aut Qi Yu verfasserin aut Chao Ai verfasserin aut In IEEE Access IEEE, 2014 9(2021), Seite 92651-92660 (DE-627)728440385 (DE-600)2687964-5 21693536 nnns volume:9 year:2021 pages:92651-92660 https://doi.org/10.1109/ACCESS.2021.3092142 kostenfrei https://doaj.org/article/121138fd9c0e48ff855e4da98b8aa29e kostenfrei https://ieeexplore.ieee.org/document/9464303/ kostenfrei https://doaj.org/toc/2169-3536 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 9 2021 92651-92660
language	English
source	In IEEE Access 9(2021), Seite 92651-92660 volume:9 year:2021 pages:92651-92660
sourceStr	In IEEE Access 9(2021), Seite 92651-92660 volume:9 year:2021 pages:92651-92660
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topic_facet	Proportional solenoid numerical simulation simplified model dynamic characteristics parameter identification Electrical engineering. Electronics. Nuclear engineering
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authorswithroles_txt_mv	Zeqin Peng @@aut@@ Lijuan Chen @@aut@@ Lizhong Wei @@aut@@ Wei Gao @@aut@@ Qi Yu @@aut@@ Chao Ai @@aut@@
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callnumber-first	T - Technology
author	Zeqin Peng
spellingShingle	Zeqin Peng misc TK1-9971 misc Proportional solenoid misc numerical simulation misc simplified model misc dynamic characteristics misc parameter identification misc Electrical engineering. Electronics. Nuclear engineering Analysis and Identification of a Dynamic Model for Proportional Solenoid
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topic_title	TK1-9971 Analysis and Identification of a Dynamic Model for Proportional Solenoid Proportional solenoid numerical simulation simplified model dynamic characteristics parameter identification
topic	misc TK1-9971 misc Proportional solenoid misc numerical simulation misc simplified model misc dynamic characteristics misc parameter identification misc Electrical engineering. Electronics. Nuclear engineering
topic_unstemmed	misc TK1-9971 misc Proportional solenoid misc numerical simulation misc simplified model misc dynamic characteristics misc parameter identification misc Electrical engineering. Electronics. Nuclear engineering
topic_browse	misc TK1-9971 misc Proportional solenoid misc numerical simulation misc simplified model misc dynamic characteristics misc parameter identification misc Electrical engineering. Electronics. Nuclear engineering
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title	Analysis and Identification of a Dynamic Model for Proportional Solenoid
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title_full	Analysis and Identification of a Dynamic Model for Proportional Solenoid
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title_sort	analysis and identification of a dynamic model for proportional solenoid
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title_auth	Analysis and Identification of a Dynamic Model for Proportional Solenoid
abstract	To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force.
abstractGer	To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force.
abstract_unstemmed	To solve the problem of difficult analysis and modeling of the strongly nonlinear characteristics of a proportional solenoid (PS) valve drive component, namely, the PS in engineering, a simplified mathematical model was established using a power bond graph, and the PS was numerically analyzed by Maxwell Simulation. After verifying the accuracy of the simulation model through experimental data, the static and dynamic output characteristics of the PS under different working conditions were analyzed in an auxiliary manner in the simulation model. Finally, the parameters of the mathematical model built were identified based on the principle of least squares (LSQ). The results show that the goodness of fit between the identified mathematical model and the static output characteristics of the PS reached 0.9866, and the relative error of the dynamic characteristics was 2%. The established model can provide engineers and technicians with a method to quickly analyze the dynamic characteristics of the PS and provide a basis for designing the control strategy of the PS’s current and force.
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title_short	Analysis and Identification of a Dynamic Model for Proportional Solenoid
url	https://doi.org/10.1109/ACCESS.2021.3092142 https://doaj.org/article/121138fd9c0e48ff855e4da98b8aa29e https://ieeexplore.ieee.org/document/9464303/ https://doaj.org/toc/2169-3536
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