Моделювання профілів спеціалістів для планування та виконання проєктів зі створення інноваційних виробів аерокосмічної техніки

Q3 Computer Science Radioelectronic and Computer Systems Pub Date : 2022-02-23 DOI:10.32620/reks.2022.1.02
Микола Васильович Нечипорук, Олег Євгенович Федорович, Віктор Васильович Попов, Максим Сергійович Романов
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引用次数: 1

Abstract

The problem of staffing for the implementation of projects to create innovative products of aerospace technology (ACT) is developed and solved. The relevance of the study is related to the modeling of specialist profiles to acquire the competencies necessary to complete the project on the new AST product creation. The study creates the set of competencies necessary for the implementation of the project to create AST products by training (retraining) specialists, considering the requirements of the industry professional standards (IPS) and the requirements competencies necessary for the new project. Much attention is paid to the architecture of the complex AST product, which is presented as a set of components. The basic product (BP) representation is done in the form of typical components which creation is associated with the necessary specialties and competencies that meet the requirements of the IPS. Specialties contain many competencies, which, in their turn, are divided into knowledge, skills, and abilities. The project to create the new AST product includes the product architecture, which may differ from the BP architecture and therefore requires the activities to develop the new components. To represent the component architecture, specialties, and competencies of the developers, the precedent base (PBBP) is used. The comparison of new product architectures and BP is carried out using both qualitative and quantitative assessments. For qualitative assessments, linguistic variables and the lexicographic ordering of variants are used. Quantitative evaluations are used to compare and evaluate the proximity of the technical characteristics of the components of the new product and BP. The assessment of the closeness of the specialties and competencies required in the new project and existing in the PBBP is carried out using qualitative assessments presented in the form of letters of the Latin alphabet. An optimization model was developed to minimize the difference in competencies based on scores. The optimization is carried out using integer (Boolean) linear programming. Admissible values of costs, time, and risks associated with the training (retraining) of specialists for the implementation of the project to create the new AST product are used as restrictions. An example of how to create the competencies for the implementation of the project to create helicopter blades from composite materials is given. The scientific novelty of the study is related to the development of a method to staff the implementation of innovative projects to create the new AST products using component and competence-based approaches. It is recommended to use the results of this study to staff the implementation of the project created the innovative AST product with a complex component architecture.
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为创新航空航天产品的项目规划和实施建模专家简介
开发并解决了航空航天技术创新产品(ACT)项目实施的人员配备问题。该研究的相关性与专家档案的建模有关,以获得完成新AST产品创建项目所需的能力。考虑到行业专业标准(IPS)的要求和新项目所需的能力要求,该研究通过培训(再培训)专家来创建项目实施所需的一套能力,以创建AST产品。人们非常关注复杂AST产品的体系结构,它是作为一组组件呈现的。基本产品(BP)表示是以典型组件的形式完成的,这些组件的创建与满足IPS要求的必要专业和能力相关联。专业包含许多能力,这些能力又分为知识、技能和能力。创建新AST产品的项目包括产品架构,该架构可能与BP架构不同,因此需要开发新组件的活动。为了表示开发人员的组件体系结构、专业和能力,使用了先例库(PBBP)。新产品架构和BP的比较是通过定性和定量评估进行的。对于定性评估,使用了语言变量和变体的词典排序。定量评估用于比较和评估新产品组件和BP的技术特征的接近程度。对新项目所需专业和能力与PBBP现有专业和能力的接近程度的评估是使用拉丁字母形式的定性评估进行的。开发了一个优化模型,以最小化基于分数的能力差异。优化是使用整数(布尔)线性规划进行的。与实施项目以创建新AST产品的专家培训(再培训)相关的成本、时间和风险的可接受值被用作限制。给出了一个如何为实施复合材料制造直升机叶片的项目创造能力的例子。这项研究的科学新颖性与开发一种方法有关,该方法为实施创新项目提供人员,以使用基于组件和能力的方法创建新的AST产品。建议使用本研究的结果为项目的实施提供人员,创建具有复杂组件架构的创新AST产品。
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来源期刊
Radioelectronic and Computer Systems
Radioelectronic and Computer Systems Computer Science-Computer Graphics and Computer-Aided Design
CiteScore
3.60
自引率
0.00%
发文量
50
审稿时长
2 weeks
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