Condition-Based Maintenance—An Extensive Literature Review
This paper presents an extensive literature review on the field of condition-based maintenance (CBM). The paper encompasses over 4000 contributions, analysed through bibliometric indicators and meta-analysis techniques. The review adopts Factor Analysis as a dimensionality reduction, concerning the...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2020-06-01
|
| Series: | Machines |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2075-1702/8/2/31 |
| _version_ | 1827715419364917248 |
|---|---|
| author | Elena Quatrini Francesco Costantino Giulio Di Gravio Riccardo Patriarca |
| author_facet | Elena Quatrini Francesco Costantino Giulio Di Gravio Riccardo Patriarca |
| author_sort | Elena Quatrini |
| collection | DOAJ |
| description | This paper presents an extensive literature review on the field of condition-based maintenance (CBM). The paper encompasses over 4000 contributions, analysed through bibliometric indicators and meta-analysis techniques. The review adopts Factor Analysis as a dimensionality reduction, concerning the metric of the co-citations of the papers. Four main research areas have been identified, able to delineate the research field synthetically, from theoretical foundations of CBM; (i) towards more specific implementation strategies (ii) and then specifically focusing on operational aspects related to (iii) inspection and replacement and (iv) prognosis. The data-driven bibliometric results have been combined with an interpretative research to extract both core and detailed concepts related to CBM. This combined analysis allows a critical reflection on the field and the extraction of potential future research directions. |
| first_indexed | 2024-03-10T19:18:46Z |
| format | Article |
| id | doaj.art-408793a38ba24c259abbb444c6d1fd7e |
| institution | Directory Open Access Journal |
| issn | 2075-1702 |
| language | English |
| last_indexed | 2024-03-10T19:18:46Z |
| publishDate | 2020-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Machines |
| spelling | doaj.art-408793a38ba24c259abbb444c6d1fd7e2023-11-20T03:08:46ZengMDPI AGMachines2075-17022020-06-01823110.3390/machines8020031Condition-Based Maintenance—An Extensive Literature ReviewElena Quatrini0Francesco Costantino1Giulio Di Gravio2Riccardo Patriarca3Department of Mechanical and Aerospace Engineering, University of Rome “La Sapienza,” Via Eudossiana, 18, 00184 Rome, ItalyDepartment of Mechanical and Aerospace Engineering, University of Rome “La Sapienza,” Via Eudossiana, 18, 00184 Rome, ItalyDepartment of Mechanical and Aerospace Engineering, University of Rome “La Sapienza,” Via Eudossiana, 18, 00184 Rome, ItalyDepartment of Mechanical and Aerospace Engineering, University of Rome “La Sapienza,” Via Eudossiana, 18, 00184 Rome, ItalyThis paper presents an extensive literature review on the field of condition-based maintenance (CBM). The paper encompasses over 4000 contributions, analysed through bibliometric indicators and meta-analysis techniques. The review adopts Factor Analysis as a dimensionality reduction, concerning the metric of the co-citations of the papers. Four main research areas have been identified, able to delineate the research field synthetically, from theoretical foundations of CBM; (i) towards more specific implementation strategies (ii) and then specifically focusing on operational aspects related to (iii) inspection and replacement and (iv) prognosis. The data-driven bibliometric results have been combined with an interpretative research to extract both core and detailed concepts related to CBM. This combined analysis allows a critical reflection on the field and the extraction of potential future research directions.https://www.mdpi.com/2075-1702/8/2/31condition-based maintenancefactor analysisbibliometric analysis |
| spellingShingle | Elena Quatrini Francesco Costantino Giulio Di Gravio Riccardo Patriarca Condition-Based Maintenance—An Extensive Literature Review Machines condition-based maintenance factor analysis bibliometric analysis |
| title | Condition-Based Maintenance—An Extensive Literature Review |
| title_full | Condition-Based Maintenance—An Extensive Literature Review |
| title_fullStr | Condition-Based Maintenance—An Extensive Literature Review |
| title_full_unstemmed | Condition-Based Maintenance—An Extensive Literature Review |
| title_short | Condition-Based Maintenance—An Extensive Literature Review |
| title_sort | condition based maintenance an extensive literature review |
| topic | condition-based maintenance factor analysis bibliometric analysis |
| url | https://www.mdpi.com/2075-1702/8/2/31 |
| work_keys_str_mv | AT elenaquatrini conditionbasedmaintenanceanextensiveliteraturereview AT francescocostantino conditionbasedmaintenanceanextensiveliteraturereview AT giuliodigravio conditionbasedmaintenanceanextensiveliteraturereview AT riccardopatriarca conditionbasedmaintenanceanextensiveliteraturereview |