Preventing human errors in aviation maintenance using an on-line maintenance assistance platform

Liang, Guo-Feng; Lin, Jhih-Tsong; Hwang, Sheue‐Ling; Wang, Eric Min-yang; Patterson, Patrick

doi:10.1016/j.ergon.2010.01.001

Cited by 42 publications

(30 citation statements)

References 35 publications

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“…Now, the Civil Aviation Authority (CAA) verifies and validates the data for its results and checks for the integrity, reliability, and scalability. But, however, these constraints becomes an issue in aviation as the data becomes misused, wrongly updated, overlapping of data, and sometimes handling of the large data becomes a significant complication (Liang, Lin, Hwang, Wang, & Patterson, 2010). Through this problem, the users, employers, authority are led improperly, and they are updated with improper datasets of flight.…”

Section: Introductionmentioning

confidence: 99%

An Efficient Aviation Model for Air Transport Regulation using Nosql

2019

IJITEE

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The rapid growth of data in all fields makes NoSQL database spectacular in the recent times. NoSQL gives the efficient storing of the huge volume of information in a data warehouse. The NoSQL server provides horizontal scalability and retrieval of data in the very prominent way. These features make the NoSQL database meaningfully increase in the real-time applications relating to the web services. Handling of extensive data in different areas makes sense of NoSQL. This work particularly uses the aviation data frame describing the operations being taking part in the aircraft systems such as productions and developments. The stable growth in aviation department leads to the global development. Hence risk is analyzed in all aspects. The branches of aviation are public aviation, general aviation, and defense aircraft keeps generating extensive records from the various third parties. These files which are in Gigabytes (GB) and Terabytes (TB) are stored in the databases for many practical applications. The data generated in various aviation departments are handled using document store NoSQL. The aviation framework using document store enables the accessing and storing information in the NoSQL database server efficiently with recovering the deleted data from the MongoDB data file structure. This work focuses on using aggregation operation to retrieve the data in an efficient manner and Mongo index B-tree algorithm where insertion, deletion, sequential access, and searches are done in logarithmic time

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Section: Introductionmentioning

confidence: 99%

An Efficient Aviation Model for Air Transport Regulation using Nosql

2019

IJITEE

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“…Comprehensive studies in the area of crew resource management, operator allocation, and personnel recruitment are very rare. Fatigue (Chen & Huang, ; H. Park, Kang, & Son, ), knowledge and experience (Ruiz, Foguem, & Grabot, ; Usanmaz, ), and coordination and communication (Langer, Biller, Chang, Huang, & Xiao, ; Liang, Lin, Hwang, Wang, & Patterson, ) are cited among the most important human factors affecting maintenance. However, their role is relatively new in the area of maintenance planning.…”

Section: Introductionmentioning

confidence: 99%

Maintenance Scheduling Optimization in a Multiple Production Line Considering Human Error

et al. 2016

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An analytical multiobjective maintenance planning model that maximizes reliability while minimizing cost and human error is proposed. In order to incorporate human error, the model minimizes the maximum human error over the planning horizon. Human Error Assessment and Reduction Technique (HEART) is used to quantify the human error. Maintenance activities include adjustment and replacement activities, in which each of them consumes a certain amount of human resource, spare parts, and budget and brings about a specified level of reliability and human error. Economic dependence is also considered, in which grouping maintenance activities reduces total cost. However, this may increase human error probability due to operator fatigue or time pressure. The main purpose is to investigate the relationship between human factors and maintenance activities to find the preferred maintenance plan. A multiple production line is considered as a case study. A sensitivity analysis is performed, and the effects of grouping and human factors on the preferred maintenance plan are discussed. It is shown how human proficiency may affect reliability and cost.

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“…Various authors dealt or are dealing with problems of the aircraft maintenance organization [28], the problem of maintenance planning optimization [29,30], planning, scheduling, staff training, and the impact of human error in aircraft maintenance [31][32][33], needs for spare parts [34][35][36][37] and maintenance of aircraft [38][39][40]. Additionally, there are no papers that analyse the performance of maintenance functions within these organizations.…”

Section: Maintenance Improvement Modelmentioning

confidence: 99%

Improvement of the maintenance management process of complex technical systems which demand high reliability

Beker

Kesić²,

Radlovački

et al. 2017

Teh. vjesn.

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Preliminary communicationThe main objective of this research was to develop a procedure for assessing the performance of maintenance functions in organizations that are responsible for maintaining systems that require a high level of reliability; a procedure which, with minor changes, could be applicable in other organizations, as well. The process included consideration of factors that affect the success and performance of maintenance functions. The research was carried out in Aviation Maintenance Organizations in the region of South-eastern Europe.Keywords: benchmarking; FMEA; maintenance; reliability; world class maintenance management Poboljšanje procesa upravljanja održavanja složenih tehničkih sustava koji zahtijevaju visoku pouzdanostPrethodno priopćenje Glavni cilj ovog istraživanja bio je razviti postupak za ocjenjivanje izvedbe funkcija održavanja u organizacijama koje su odgovorne za održavanje sustava koji zahtijevaju visoku razinu pouzdanosti; postupak koji bi, uz manje izmjene, mogao biti primjenjiv i u drugim organizacijama. Proces uključuje razmatranje čimbenika koji utječu na uspješnost i učinkovitost funkcije održavanja. Istraživanje je provedeno u organizacijama koje se bave održavanjem zrakoplova, u regiji jugoistočne Europe.

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Preventing human errors in aviation maintenance using an on-line maintenance assistance platform

Cited by 42 publications

References 35 publications

An Efficient Aviation Model for Air Transport Regulation using Nosql

An Efficient Aviation Model for Air Transport Regulation using Nosql

Maintenance Scheduling Optimization in a Multiple Production Line Considering Human Error

Improvement of the maintenance management process of complex technical systems which demand high reliability

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