dc.contributor.author |
Weerasinghe, S |
|
dc.contributor.author |
Ahangama, S |
|
dc.contributor.editor |
Wijesiriwardana, CP |
|
dc.date.accessioned |
2022-12-05T05:57:06Z |
|
dc.date.available |
2022-12-05T05:57:06Z |
|
dc.date.issued |
2018 |
|
dc.identifier.citation |
S. Weerasinghe and S. Ahangama, "Predictive Maintenance and Performance Optimisation in Aircrafts using Data Analytics," 2018 3rd International Conference on Information Technology Research (ICITR), 2018, pp. 1-8, doi: 10.1109/ICITR.2018.8736157. |
en_US |
dc.identifier.uri |
http://dl.lib.uom.lk/handle/123/19657 |
|
dc.description.abstract |
Airline industry has provided a significantly conventional, faster and reliable mode of transportation for passengers and freight over the decades in which the industry has been in service despite the pressure being applied especially in maintaining operational affordability. The study critically reviews the techniques and tools, infrastructure and general application architecture for discussing the applicability of data analytics based on both batch processing and real time stream data in general aviation for health monitoring and predictive analysis in order to predict maintenance and optimize the performance of aircrafts. In this respect, the study further evaluates the significant capability in addressing contemporary problems which are uniquely addressed by data analytics system. |
en_US |
dc.language.iso |
en |
en_US |
dc.publisher |
Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa, Sri Lanka |
en_US |
dc.relation.uri |
https://ieeexplore.ieee.org/document/8736157 |
en_US |
dc.subject |
Performance optimisation |
en_US |
dc.subject |
Predictive maintenance |
en_US |
dc.subject |
Big aviation data |
en_US |
dc.subject |
Data analytics |
en_US |
dc.subject |
Health management |
en_US |
dc.title |
Predictive maintenance and performance optimisation in aircrafts using data analytics |
en_US |
dc.type |
Conference-Full-text |
en_US |
dc.identifier.faculty |
IT |
en_US |
dc.identifier.department |
Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa. |
en_US |
dc.identifier.year |
2018 |
en_US |
dc.identifier.conference |
3rd International Conference on Information Technology Research 2018 |
en_US |
dc.identifier.proceeding |
Proceedings of the 3rd International Conference in Information Technology Research 2018 |
en_US |
dc.identifier.email |
shakthi.14@itfac.mrt.ac.lk |
en_US |
dc.identifier.email |
supunmali@uom.lk |
en_US |
dc.identifier.doi |
doi: 10.1109/ICITR.2018.8736157 |
en_US |