Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2

Khalid Samara; Anthony O. Ikechukwu; Shawulu H. Nggada; Jose G. Quenum

doi:10.1109/ITT48889.2019.9075124

Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2

Khalid Samara
, Anthony O. Ikechukwu
, Shawulu H. Nggada
, Jose G. Quenum

Business & Management Research Institute (BMRI)

Namibia University of Science and Technology
Higher Colleges of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

As the proliferation in processes and technological options increases, the complexity of designing safety-critical systems may pose challenges to meeting the requirements to ensure that these systems are dependable. The number of the failures occurring can be minimized through preventive maintenance and replacement (PMR). Although different components have different PM times (aT), each preventive maintenance (PM) interval T, reduces the effective age of a component of the system. The degree of age reduction is hinged upon the effectiveness of PM and the coefficient of maintenance interval (CoMI). The Perfect Preventive Maintenance (PPM) policy renews the component being maintained is adopted in this paper. This paper investigates the effects of component replacement on component and system level reliability, and optimising PPM schedules taking into account component replacement as an improvement parameter on system's unavailability.

Original language	English
Title of host publication	2019 Sixth HCT Information Technology Trends (ITT)
Place of Publication	Ras Al Khaimah, United Arab Emirates
Publisher	Institute of Electrical and Electronics Engineers Inc.
Volume	1324
Edition	2019 Sixth HCT Information Technology Trends (ITT)
ISBN (Electronic)	9781728150611
DOIs	https://doi.org/10.1109/ITT48889.2019.9075124
Publication status	Published - 23 Apr 2020
Event	2019 Sixth HCT Information Technology Trends (ITT) - Ras Al Khaimah, United Arab Emirates Duration: 23 Apr 2020 → …

Conference

Conference	2019 Sixth HCT Information Technology Trends (ITT)
City	Ras Al Khaimah, United Arab Emirates
Period	23/04/20 → …
Other	2019 Sixth HCT Information Technology Trends (ITT) (Ras Al Khaimah, United Arab Emirates)

Keywords

Reliability
failure analysis
optimisation
preventive maintenance
scheduling

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https://ieeexplore.ieee.org/document/9075124

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Samara, K., Ikechukwu, A. O., Nggada, S. H., & Quenum, J. G. (2020). Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2. In 2019 Sixth HCT Information Technology Trends (ITT) (2019 Sixth HCT Information Technology Trends (ITT) ed., Vol. 1324). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITT48889.2019.9075124

Samara, Khalid ; Ikechukwu, Anthony O. ; Nggada, Shawulu H. et al. / Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2. 2019 Sixth HCT Information Technology Trends (ITT). Vol. 1324 2019 Sixth HCT Information Technology Trends (ITT). ed. Ras Al Khaimah, United Arab Emirates : Institute of Electrical and Electronics Engineers Inc., 2020.

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title = "Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2",

abstract = "As the proliferation in processes and technological options increases, the complexity of designing safety-critical systems may pose challenges to meeting the requirements to ensure that these systems are dependable. The number of the failures occurring can be minimized through preventive maintenance and replacement (PMR). Although different components have different PM times (aT), each preventive maintenance (PM) interval T, reduces the effective age of a component of the system. The degree of age reduction is hinged upon the effectiveness of PM and the coefficient of maintenance interval (CoMI). The Perfect Preventive Maintenance (PPM) policy renews the component being maintained is adopted in this paper. This paper investigates the effects of component replacement on component and system level reliability, and optimising PPM schedules taking into account component replacement as an improvement parameter on system's unavailability.",

keywords = "Reliability, failure analysis, optimisation, preventive maintenance, scheduling",

author = "Khalid Samara and Ikechukwu, \{Anthony O.\} and Nggada, \{Shawulu H.\} and Quenum, \{Jose G.\}",

note = "file for internal use only; 2019 Sixth HCT Information Technology Trends (ITT) ; Conference date: 23-04-2020",

year = "2020",

month = apr,

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doi = "10.1109/ITT48889.2019.9075124",

language = "English",

volume = "1324",

booktitle = "2019 Sixth HCT Information Technology Trends (ITT)",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Samara, K, Ikechukwu, AO, Nggada, SH & Quenum, JG 2020, Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2. in 2019 Sixth HCT Information Technology Trends (ITT). 2019 Sixth HCT Information Technology Trends (ITT) edn, vol. 1324, Institute of Electrical and Electronics Engineers Inc., Ras Al Khaimah, United Arab Emirates, 2019 Sixth HCT Information Technology Trends (ITT), Ras Al Khaimah, United Arab Emirates, 23/04/20. https://doi.org/10.1109/ITT48889.2019.9075124

Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2. / Samara, Khalid; Ikechukwu, Anthony O.; Nggada, Shawulu H. et al.
2019 Sixth HCT Information Technology Trends (ITT). Vol. 1324 2019 Sixth HCT Information Technology Trends (ITT). ed. Ras Al Khaimah, United Arab Emirates: Institute of Electrical and Electronics Engineers Inc., 2020.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2

AU - Samara, Khalid

AU - Ikechukwu, Anthony O.

AU - Nggada, Shawulu H.

AU - Quenum, Jose G.

N1 - file for internal use only

PY - 2020/4/23

Y1 - 2020/4/23

N2 - As the proliferation in processes and technological options increases, the complexity of designing safety-critical systems may pose challenges to meeting the requirements to ensure that these systems are dependable. The number of the failures occurring can be minimized through preventive maintenance and replacement (PMR). Although different components have different PM times (aT), each preventive maintenance (PM) interval T, reduces the effective age of a component of the system. The degree of age reduction is hinged upon the effectiveness of PM and the coefficient of maintenance interval (CoMI). The Perfect Preventive Maintenance (PPM) policy renews the component being maintained is adopted in this paper. This paper investigates the effects of component replacement on component and system level reliability, and optimising PPM schedules taking into account component replacement as an improvement parameter on system's unavailability.

AB - As the proliferation in processes and technological options increases, the complexity of designing safety-critical systems may pose challenges to meeting the requirements to ensure that these systems are dependable. The number of the failures occurring can be minimized through preventive maintenance and replacement (PMR). Although different components have different PM times (aT), each preventive maintenance (PM) interval T, reduces the effective age of a component of the system. The degree of age reduction is hinged upon the effectiveness of PM and the coefficient of maintenance interval (CoMI). The Perfect Preventive Maintenance (PPM) policy renews the component being maintained is adopted in this paper. This paper investigates the effects of component replacement on component and system level reliability, and optimising PPM schedules taking into account component replacement as an improvement parameter on system's unavailability.

KW - Reliability

KW - failure analysis

KW - optimisation

KW - preventive maintenance

KW - scheduling

U2 - 10.1109/ITT48889.2019.9075124

DO - 10.1109/ITT48889.2019.9075124

M3 - Conference contribution

VL - 1324

BT - 2019 Sixth HCT Information Technology Trends (ITT)

PB - Institute of Electrical and Electronics Engineers Inc.

CY - Ras Al Khaimah, United Arab Emirates

T2 - 2019 Sixth HCT Information Technology Trends (ITT)

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Samara K, Ikechukwu AO, Nggada SH, Quenum JG. Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2. In 2019 Sixth HCT Information Technology Trends (ITT). 2019 Sixth HCT Information Technology Trends (ITT) ed. Vol. 1324. Ras Al Khaimah, United Arab Emirates: Institute of Electrical and Electronics Engineers Inc. 2020 doi: 10.1109/ITT48889.2019.9075124

Optimisation of perfect preventive maintenance and component replacement schedules (PPMCRS) using SPEA2

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