This paper proposes a new condition indicator (CI) for cost-effective industrial direct current (DC)-powered solenoid valves (SVs). First, a literature review of the failure modes for SVs is reported. The failure regarding the impeded movement of the valve plunger is considered. The proposed CI for this failure mode is computed from only some significant points of the SVs excitation current and their time instants. The proposed CI is evaluated by a large endurance campaign on a set of SVs. Then, a Remaining Useful Life (RUL) estimation algorithm is proposed and evaluated on the experimental data. Experimental results show the goodness of the proposed CI for RUL estimation of cost-effective industrial DC SVs.

(2024). A New Physics-Informed Condition Indicator for Cost-Effective DC Solenoid Valves Using Significant Points of the Excitation Current [journal article - articolo]. In JOURNAL OF DYNAMIC SYSTEMS, MEASUREMENT AND CONTROL. Retrieved from https://hdl.handle.net/10446/265469

A New Physics-Informed Condition Indicator for Cost-Effective DC Solenoid Valves Using Significant Points of the Excitation Current

Mazzoleni, Mirko;Previdi, Fabio;
2024-01-01

Abstract

This paper proposes a new condition indicator (CI) for cost-effective industrial direct current (DC)-powered solenoid valves (SVs). First, a literature review of the failure modes for SVs is reported. The failure regarding the impeded movement of the valve plunger is considered. The proposed CI for this failure mode is computed from only some significant points of the SVs excitation current and their time instants. The proposed CI is evaluated by a large endurance campaign on a set of SVs. Then, a Remaining Useful Life (RUL) estimation algorithm is proposed and evaluated on the experimental data. Experimental results show the goodness of the proposed CI for RUL estimation of cost-effective industrial DC SVs.
articolo
2024
Maurelli, Luca; Mazzoleni, Mirko; Previdi, Fabio; Camisani, Andrea
(2024). A New Physics-Informed Condition Indicator for Cost-Effective DC Solenoid Valves Using Significant Points of the Excitation Current [journal article - articolo]. In JOURNAL OF DYNAMIC SYSTEMS, MEASUREMENT AND CONTROL. Retrieved from https://hdl.handle.net/10446/265469
File allegato/i alla scheda:
File Dimensione del file Formato  
DS-23-1265_AuthorProof.pdf

Solo gestori di archivio

Versione: publisher's version - versione editoriale
Licenza: Licenza default Aisberg
Dimensione del file 3.13 MB
Formato Adobe PDF
3.13 MB Adobe PDF   Visualizza/Apri
Pubblicazioni consigliate

Aisberg ©2008 Servizi bibliotecari, Università degli studi di Bergamo | Terms of use/Condizioni di utilizzo

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10446/265469
Citazioni
  • Scopus 3
  • ???jsp.display-item.citation.isi??? 3
social impact