Predictive maintenance framework of the aircraft system based on PHM information
Hongsheng Yan, Hongfu Zuo, Jianqi Tang, Ronghui Wang, Xiaojun Ma
Abstract
Hongsheng Yan, Hongfu Zuo, Jianqi Tang, Ronghui Wang, Xiaojun Ma
Abstract
Predictive maintenance is the novel development from the condition-based maintenance, which is being widely studied in various engineering systems. This paper proposed the integrated predictive maintenance framework for the aircraft system based on the existing maintenance management experience and the output result of prognostic and health management system (PHM).There are four aspects in this framework: historic data analysis, system health assessment, remaining useful life prediction and maintenance decision-making. The simulation study compares the predictive maintenance to the traditional preventive maintenance for the aircraft air-condition system(ACS), and selects the total maintenance cost and the mission reliability as the criteria. The results suggest that the proposed framework is a promising feature in maintenance management for the aircraft system.
OpenAlex reports 13 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Predictive maintenance is the novel development from the condition-based maintenance, which is being widely studied in various engineering systems. This paper proposed the integrated predictive maintenance framework for the aircraft system based on the existing maintenance management experience and the output result of prognostic and health management system (PHM).There are four aspects in this framework: historic data analysis, system health assessment, remaining useful life prediction and maintenance decision-making. The simulation study compares the predictive maintenance to the traditional preventive maintenance for the aircraft air-condition system(ACS), and selects the total maintenance cost and the mission reliability as the criteria. The results suggest that the proposed framework is a promising feature in maintenance management for the aircraft system.
Key concepts: Predictive maintenance, Maintenance engineering, Aircraft maintenance, Preventive maintenance, Computerized maintenance management system, Reliability engineering, Reliability (semiconductor), Prognostics