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Article
Publication date: 5 June 2020

Evaluation and prioritization of technical and operational airworthiness factors for flight safety

Mehmet Burak Şenol

In this study, a multi-criteria decision-making (MCDM) approach for evaluating airworthiness factors were presented. The purpose of this study is to develop an acceptable…

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Abstract

Purpose

In this study, a multi-criteria decision-making (MCDM) approach for evaluating airworthiness factors were presented. The purpose of this study is to develop an acceptable rationale for operational activities in civil and military aviation and for design, production and maintenance activities in the aviation industry that can be used in-flight safety programs and evaluations.

Design/methodology/approach

In aviation, while the initial and continuing airworthiness of aircraft is related to technical airworthiness, identifying and minimizing risks for avoiding losses and damages are related to operational airworthiness. Thus, the airworthiness factors in civil and military aviation were evaluated under these two categories as the technical and operational airworthiness factors by the analytic hierarchy process and analytic network process. Three technical and five operational airworthiness criteria for civil aviation, three technical and nine operational airworthiness criteria for military aviation were defined, evaluated, prioritized and compared in terms of flight safety.

Findings

The most important technical factor is the “airworthiness status of the aircraft” both in civil (81.9%) and military (77.6%) aviation, which means that aircraft should initially be designed for safety. The most significant operational factors are the “air traffic control system” in civil (30.9%) and “threat” in the military (26.6%) aviation. The differences within factor weights may stem from the design requirements and acceptable safety levels (frequency of occurrences 1 in 107 in military and 1 in 109 in civil aircraft design) of civil and military aircraft with the mission achievement requirements in civil and military aviation operations. The damage acceptance criteria for civil and military aircraft are different. The operation risks are accepted in the military and acceptance of specific tasks and the risk levels can vary with aircraft purpose and type.

Practical implications

This study provides an acceptable rationale for safety programs and evaluations in aviation activities. The results of this study can be used in real-world airworthiness applications and safety management by the aviation industry and furthermore, critical factor weights should be considered both in civil and military aviation operations and flights. The safety levels of airlines with respect to our airworthiness factor weights or the safety level of military operations can be computed.

Originality/value

This is the first study considering technical and operational airworthiness factors as an MCDM problem. Originality and value of this paper are defining critical airworthiness factors for civil and military aviation, ranking these factors, revealing the most important ones and using MCDM methods for the evaluations of airworthiness factors for the first time. In civil aviation flight safety is the basic tenet of airworthiness activities in risk analysis, on the other hand in military aviation high levels of risks are to be avoided in peace training or operational tasks. However, even high risks have to be accepted during the war, if the operational requirements impose, as mission achievement is vital. The paper is one of a kind on airworthiness evaluations for flight safety.

Details

Aircraft Engineering and Aerospace Technology, vol. 92 no. 7
Type: Research Article
DOI: https://doi.org/10.1108/AEAT-03-2020-0058
ISSN: 1748-8842

Keywords

  • Airworthiness
  • Flight safety
  • Ergonomics
  • Human factors
  • Multi-criteria decision-making
  • AHP
  • ANP

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Article
Publication date: 1 February 1966

The Plowden Report on the Industry: Extracts from the report of the Committee of Inquiry into the aircraft industry

The following extracts from the Plowden Committee's report on the aircraft industry cover the conclusions and summary of recommendations made by the Committee, and…

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Abstract

The following extracts from the Plowden Committee's report on the aircraft industry cover the conclusions and summary of recommendations made by the Committee, and includes the reservation by Mr Aubrey Jones. Excerpts from some of the earlier chapters, discussing the environment in which the industry operates and its history, are also given, together with the first three chapters of Section 4] on ‘The Case for an Aircraft Industry’. The text is slightly abridged in some places. The full report, Command 2853, is obtainable at 10s. from Her Majesty's Stationery Office.

Details

Aircraft Engineering and Aerospace Technology, vol. 38 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/eb034124
ISSN: 0002-2667

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Article
Publication date: 2 February 2015

Estimating civil aircraft’s research and manufacture cost by using grey system model and neural network algorithm

Naiming Xie

The purpose of this paper is to propose novel civil aircraft cost parameters’ selection method and novel cost estimation approach for civil aircraft so as to effectively…

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Abstract

Purpose

The purpose of this paper is to propose novel civil aircraft cost parameters’ selection method and novel cost estimation approach for civil aircraft so as to effectively simulate or forecast civil aircraft cost under poor information and small sample.

Design/methodology/approach

Based on existent cost estimation indexes, this paper summarized civil aircraft research and manufacturing cost impact index system and adopted grey relational model to select most important impact factors. Consider civil aircrafts’ cost information could not be easily collected, the author must estimate their costs with limited sample and poor information. A combination model of GM (0, N) model and BP neural network algorithm is proposed. Both advantages of simulation of BP neural network algorithm and poor information generation of GM (0, N) were effectively combined. Then steps of combined model were given out. Finally, nine types of aircrafts were used to test the validity of proposed model. As comparing with the traditional multiple linear regression model and simple GM (0, N) model, results indicated that proposed model can do the work better.

Findings

Grey relational model can be applied for parameters’ selection and combined GM (0, N) model and BP neural network algorithm can estimate aircraft’s cost as well. Results show that novel combined model could get high forecasting accuracy.

Practical implications

Cost estimation is key problem in production management of civil aircraft. Effective cost management could promote competitiveness of aircraft manufacturing company. Proposed combined model can be applied for civil aircraft cost estimation. Similarly, it could be applied for other complex equipment cost estimation.

Originality/value

The paper succeeds in proposing grey relational model for cost parameters’ selection and constructing a combination model of GM (0, N) model and BP neural network algorithm. Algorithm of the proposed model was discussed and steps were given out.

Details

Grey Systems: Theory and Application, vol. 5 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/GS-12-2014-0054
ISSN: 2043-9377

Keywords

  • Grey systems modelling and prediction
  • Combined grey models

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Article
Publication date: 6 February 2017

Estimating a civil aircraft’s development cost with a GM(1, N) model and an MLP neural network

Nai-ming Xie, Song-Ming Yin and Chuan-Zhen Hu

The purpose of this paper is to study a new approach by combining a multilayer perceptron neural network (MLPNN) algorithm with a GM(1, N) model in order to estimate the…

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Abstract

Purpose

The purpose of this paper is to study a new approach by combining a multilayer perceptron neural network (MLPNN) algorithm with a GM(1, N) model in order to estimate the development cost of a new type of aircraft.

Design/methodology/approach

First, data about developing costs and their influencing factors were collected for several types of Boeing and Airbus aircraft. Second, a GM(1, N) model was constructed to simulate development costs for a civil aircraft. Then, an MLPNN algorithm was added to optimize and revise the simulative and forecasting values. Finally, a combined approach, using both a GM(1, N) model and an MLPNN algorithm was adopted to forecast development costs for new civil aircraft.

Findings

The results show that the proposed approach could do the work of cost estimation for new types of aircraft. Rather than using a single model, the combined approach could improve simulative and forecasting accuracy.

Practical implications

Scientific cost estimation could improve management efficiency and promote the success of a new type of civil aircraft development. Considering that China’s civil aircraft research and development is at its very beginning stages, only very limited data could be collected. The development costs for civil aircraft are affected by a series of factors. The approach outlined by this paper could be applied to development cost estimations in China’s civil aircraft industry.

Originality/value

The paper has succeeded by constructing a cost estimation index system and proposing a novel combined cost estimation approach comprised of a GM(1, N) model and an MLPNN. It has undoubtedly contributed to improving the accuracy of cost estimations.

Details

Grey Systems: Theory and Application, vol. 7 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/GS-11-2016-0049
ISSN: 2043-9377

Keywords

  • Civil aircraft
  • Development cost
  • GM(1, N) model
  • MLP neural network

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Article
Publication date: 26 August 2014

Direct maintenance cost prediction of civil aircraft

Huawei Wang, Jun Gao and Haiqiao Wu

The purpose of this paper is to analyze parameters that influence direct maintenance cost (DMC) in the civil aircraft operational phase. Reducing direct maintenance cost…

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Abstract

Purpose

The purpose of this paper is to analyze parameters that influence direct maintenance cost (DMC) in the civil aircraft operational phase. Reducing direct maintenance cost of civil aircrafts is one of the important ways to improve economy. DMC prediction can provide decision support for the optimization of the design parameters optimization to realize the objection in decreasing the maintenance cost, and it can also improve the aircraft competitiveness.

Design/methodology/approach

The paper analyzes some parameters comprehensively, which influence DMC in the civil aircraft’s operational phase. Based on the analysis of the influential parameters and the characteristics of data in the period of civil aircraft’s designing period, the paper presents prediction support method based on fuzzy support vector machine (FSVM) and realizes quantitative forecast of DMC in the aircraft design phase.

Findings

The paper presents the process of DMC analysis and model in the aircraft design phase, the DMC prediction model is used in newly developed aircrafts.

Practical implications

The numerical examples using B737NP fleet data in the paper have proved the effectiveness of the proposed method.

Originality/value

The paper establishes the prediction model of civil aircraft DMC based on FSVM. The model can handle fuzzy data and small sample data which contain noise. The results prove that the method can satisfy the demand of the real data in civil aircraft designing.

Details

Aircraft Engineering and Aerospace Technology: An International Journal, vol. 86 no. 5
Type: Research Article
DOI: https://doi.org/10.1108/AEAT-11-2012-0209
ISSN: 0002-2667

Keywords

  • Civil aircraft
  • Direct maintenance cost
  • Maintenance design
  • Fuzzy support vector machine
  • Prediction

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Article
Publication date: 1 March 1966

The Plowden Report on the Industry: Extracts from the report of the Committee of Inquiry into the aircraft industry

following extracts from the Plowden Committee's report on the aircraft industry cover the ing chapters of ‘The Case for an Aircraft ry’ and gives excerpts from later…

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Abstract

following extracts from the Plowden Committee's report on the aircraft industry cover the ing chapters of ‘The Case for an Aircraft ry’ and gives excerpts from later chapters ning the market and collaboration prospects, y procurement, and the future for civil aircraft. In conclusion, the major part of Section 10 relationship between Government and Industry’ n. The full report, Command 2853, is ob‐le at 10s. from Her Majesty's Stationery

Details

Aircraft Engineering and Aerospace Technology, vol. 38 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/eb034134
ISSN: 0002-2667

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Article
Publication date: 1 October 1954

The Fifteenth S.B.A.C. Display: An Oversea Visitor's Impressions and Observations of the Society of British Aircraft Constructors' Flying Display and Exhibition, Farnborough, September 1954

B.R. Noton

EACH September the eyes of the aeronautical World turn towards the S.B.A.C. Air Display and Exhibition with interest unequalled by any other event. It is fitting that the…

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Abstract

EACH September the eyes of the aeronautical World turn towards the S.B.A.C. Air Display and Exhibition with interest unequalled by any other event. It is fitting that the Display is now held each year at the airfield of the Royal Aircraft Establishment, one of the world's most prominent aeronautical research centres. This interest becomes increasingly keen too, as the preview day comes closer, because new prototypes of unorthodox designs often appear a short time before the Show to illustrate the results of years of careful planning, development and research of the particular company. These designs often mould the path of progress for smaller countries without the economic resources to forge the way ahead alone. Most British citizens are very proud of their country's place in aviation today, both in the military and civil fields. This is understood by most foreigners because it is clear that Britain has won a place in aeronautical development second to none.

Details

Aircraft Engineering and Aerospace Technology, vol. 26 no. 10
Type: Research Article
DOI: https://doi.org/10.1108/eb032481
ISSN: 0002-2667

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Article
Publication date: 23 March 2010

Preliminary design correlations for twin civil turboprops and comparison with jet aircraft

Xenakis Vouvakos, Yannis Kallinderis and Pinelopi Menounou

The purpose of this paper is to compare twin engine civil turboprop aircraft with their jet engine counterparts; to simplify the preliminary design process and the initial…

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Abstract

Purpose

The purpose of this paper is to compare twin engine civil turboprop aircraft with their jet engine counterparts; to simplify the preliminary design process and the initial evaluation of twin civil turboprop aircraft; to include noise level consideration in the preliminary design; and to form a current database of design parameters for representative civil turboprop aircraft.

Design/methodology/approach

The paper finds linear correlations between key design parameters. It compares the corresponding correlations for turboprop and jet engine aircraft.

Findings

The paper finds direct linear relationships between design parameters including noise levels; simplified preliminary design process; and differences in the sensitivity of design parameters between turboprop and jet aircraft.

Research limitations/implications

The turboprop aircraft database needs to be expanded. Also, investigation of non‐linear relations between design parameters is a next step.

Practical implications

Quick assessment and comparisons of existing designs is an outcome. Also, the preliminary design process is simplified and expedited. Lastly, noise regulations can affect the design right from the beginning and not at a later stage.

Originality/value

New correlations which simplify the current procedures for preliminary design of twin civil turboprop aircraft. In addition, the noise is included right from the beginning of the design. Direct comparison between turboprop and jet aircraft afforded via their correlated preliminary design parameters. Finally, a database of twin turboprops is formed with specially selected aircraft that are current and cover a wide spectrum of sizes.

Details

Aircraft Engineering and Aerospace Technology, vol. 82 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/00022661011053427
ISSN: 0002-2667

Keywords

  • Aircraft engines
  • Aircraft
  • Design for assembly
  • Noise control

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Article
Publication date: 1 August 1992

Farnborough International 92

AEM will be exhibiting in Hall 4, Stand G1. The exhibit will illustrate AEM's comprehensive range of accessory repair and overhaul services for electrical, hydraulic…

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Abstract

AEM will be exhibiting in Hall 4, Stand G1. The exhibit will illustrate AEM's comprehensive range of accessory repair and overhaul services for electrical, hydraulic, avionic and safety equipment. Farnborough will also be used as the official launch of AEM's Boeing 737 Landing Gear Total Support Pro‐gramme, which encompasses a complete exchange and overhaul service. Copies of Aviation Accessory News will be available on the stand.

Details

Aircraft Engineering and Aerospace Technology, vol. 64 no. 8
Type: Research Article
DOI: https://doi.org/10.1108/eb037275
ISSN: 0002-2667

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Article
Publication date: 1 May 1949

The Air Registration Board: A Progress Report on the Activities of the Board and the Results of its Work over the Past Five Years

Walter Tye

THIS article summarizes the activities of the Air Registration Board, and the results of its work, over the past five years. It is therefore in the nature of a progress…

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Abstract

THIS article summarizes the activities of the Air Registration Board, and the results of its work, over the past five years. It is therefore in the nature of a progress report. The task of presenting a progress report would be much easier if statistics, such as ‘aircraft investigated per annum’, were a true measureof progress. Whereas such figures indicate the volume of work handled, the true progress of the Board should be measured by other criteria.

Details

Aircraft Engineering and Aerospace Technology, vol. 21 no. 5
Type: Research Article
DOI: https://doi.org/10.1108/eb031764
ISSN: 0002-2667

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