Research on a Case-Based Decision Support System for Aircraft Maintenance Review Board Report
Aircraft Maintenance Review Board Report (MRB Report) is necessary one of the most important Continuing Airworthiness documents. Determination Maintenance interval in MRB Report depends mainly on experience and there isn’t a rigorous and quick method. The paper proposes a multi-stage framework for determination maintenance interval using case-based reasoning (CBR), which uses fuzzy generalized nearest-neighbor matching (FNN) to retrieve case and fuzzy Group decision making to determine attributes’ weight. An example illustrates the proposed approach and the average relative error is under 3.21%. Finally the developed civil aircraft CBR-MRBR decision support system is described. The method enriches the MRB Report developing method.
KeywordsDecision Support System Linguistic Term Average Relative Error Maintenance Task Target Problem
Unable to display preview. Download preview PDF.
- 1.Air Transport Association, Inc.: ATA MSG-3 Operator/Manufacturer Scheduled Maintenance Development, pp. 15-47 (2003)Google Scholar
- 2.Airbus Industry: A318/A319/A320/A321 Maintenance Program Development Policy and Procedures Handbook (2001)Google Scholar
- 7.San Pedro, J., Burstein, F.: A Framework for Case-Based Fuzzy Multicriteria Decision Support for Tropical Cyclone Forecasting. In: Proceedings of the 36th Annual Hawaii International Conference on System Sciences (2003)Google Scholar
- 11.Chang, C.G., Cui, J.J., Wang, D.W., Hu, K.-Y.: Research on Case Adaptation Techniques in Case-based Reasoning. In: Machine Learning And Cybernetics, Shanghai, vol. 4, pp. 2128–2133 (2004)Google Scholar