Improving MRO order processing by means of advanced technological diagnostics and data mining approaches

Seitz, Melissa; Lucht, Torben; Keller, Christian; Ludwig, Christian; Strobelt, Rainer; Nyhuis, Peter

doi:10.1016/j.promfg.2020.02.121

Cited by 8 publications

(10 citation statements)

References 10 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Once all components are ready for installation, the capital goods are reassembled and quality assurance can be completed. [2] Despite increasing condition monitoring parallel to operation, there still remains high uncertainty of information regarding the actual damage patterns, a strong customer influence during order processing, frequent changes in the work content or scope, and a high level of information uncertainty regarding the expected capacity and material requirements [21]. These factors lead to significant production logistics turbulence and significantly increased process variance [22,23].…”

Section: A Use Case Of An Mro Service Providersmentioning

confidence: 99%

“…The need for robustness is mainly dependent on the remaining, not anticipated (load) uncertainty left in the process. A reduction of this uncertainty is, among others, possible by analysing load data from previous orders or field data using modern methods of predictive data analytics [21,71]. The remaining load uncertainty that cannot be eliminated until the start of order processing can be modelled as a statistical distribution and thus enables the derivation of different load scenarios [72].…”

Section: Procedures For Deriving a Structurementioning

confidence: 99%

See 1 more Smart Citation

Logistics-Oriented Production Configuration Using the Example of MRO Service Providers

2022

Self Cite

View full text Add to dashboard Cite

show abstract

Section: A Use Case Of An Mro Service Providersmentioning

confidence: 99%

Section: Procedures For Deriving a Structurementioning

confidence: 99%

Logistics-Oriented Production Configuration Using the Example of MRO Service Providers

2022

Self Cite

View full text Add to dashboard Cite

show abstract

“…Similarly, the unknown-work phenomenon also pushes the schedule towards potential delays. For example, an aircraft sometimes reaches its performance limits long before its compressor limiting operating cycles [9]. As a result, it needs extra restoration work.…”

Section: Problems Associated With Traditional Aircraft Maintenance Pr...mentioning

confidence: 99%

A Comparative Study of Managing a Project Using Traditional Management Techniques and a Critical Chain Project Management Methodology in Aircraft Maintenance Field

Yadav¹,

Kulkarni²,

Yao³

2022

JTTs

View full text Add to dashboard Cite

Aircraft on ground or down-time for its maintenance is a clear loss in revenue for an airline operation. With never ending competition and growing operating costs of aircraft, airlines continuously need to explore opportunities to reduce the aircraft down-time in order to remain sustainable. Due to round the clock operation feature of scheduled airlines, aircraft maintenance operations are generally carried out using traditional management methodologies instead of considering it as a project. Though aircraft heavy maintenance checks consist of several major tasks that can last from few weeks to a year, the maintenance organisations do not adopt modern project management methodologies. Therefore, this paper models a heavy maintenance check of an Airbus aircraft as a typical project and adopts contemporary project management methodology to explore the possibility of reducing the downtime. To this end, a case study has been done at an aircraft maintenance company to analyse the potential of this project management method in aircraft maintenance industry.

show abstract

“…If the resulting A value is smaller than the α-cut value = 0.5, then the item will be rejected because it shows the approval of the experts in rejecting the item, and vice versa [46]. The defuzzification process is carried out by determining the average fuzzy number's average value (m1, m2, m3) as described in equation (3).…”

Section: Stage 14: Calculating Threshold Values and Determining Conse...mentioning

confidence: 99%

Spare Parts Supplier Selection Design: A Case Study of A Railway Company

Asmara

Kusumah

2021

J. Optimasi Sist. Ind.

View full text Add to dashboard Cite

Spare parts support is essential for rolling stock maintenance management. The current supplier selection model determines the selected supplier based on evaluating one aspect of the criteria (product aspect). The selection of suppliers with poor performance occurred between 2018-2020 related to the delivery of goods that exceeded the deadline and goods that did not meet specifications. The first objective of this research is to analyze and determine the relevant priority criteria for selecting suppliers of rolling stock spare parts for railway companies. The second objective is to determine the rolling stock spare parts supplier by using the evaluation criteria determined in the previous process. The method used in this research is the integration of the Fuzzy Delphi Method (FDM), Analytical Hierarchy Process (AHP), and Technique for Others Preference by Similarity to Ideal Solutions (TOPSIS). FDM is used to select important criteria for the selection of suppliers of rolling stock parts. AHP is used to assist in choosing various criteria through evaluation in determining the criteria's weight. TOPSIS is used to assess supplier ratings. A total of 13 criteria from 19 alternative criteria have been selected for railway companies, especially in selecting rolling stock spare parts suppliers. Furthermore, the selection becomes the basis for bidding. Finally, Supplier A is the supplier with the highest relative closeness value (0.591), followed by Supplier B (0.545), and the lowest is Supplier C (0.282).

show abstract

Improving MRO order processing by means of advanced technological diagnostics and data mining approaches

Cited by 8 publications

References 10 publications

Logistics-Oriented Production Configuration Using the Example of MRO Service Providers

Logistics-Oriented Production Configuration Using the Example of MRO Service Providers

A Comparative Study of Managing a Project Using Traditional Management Techniques and a Critical Chain Project Management Methodology in Aircraft Maintenance Field

Spare Parts Supplier Selection Design: A Case Study of A Railway Company

Contact Info

Product

Resources

About