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Formalization of Hindsight Indicators and Characteristics for Assessing Foresight of Transport and Passenger Aircraft Cover

Formalization of Hindsight Indicators and Characteristics for Assessing Foresight of Transport and Passenger Aircraft

Open Access
|Dec 2025

Abstract

This study develops a unified methodological framework for assessing the prospective development of passenger and transport aircraft through the formalization of hindsight indicators and the rational evaluation of technical characteristics. A hierarchical representation of the aircraft as a complex technical system (CTS) is constructed, enabling the decomposition of subsystem properties and the definition of rational benchmark values for key parameters. A comparative method based on the degree of rationality is proposed to evaluate the technical perfection of existing and future aircraft and to identify subsystem-level weaknesses, reserves, and integrative effects. To support foresight analysis, a transport-system indicator (NTS) is introduced and applied to a curated dataset of current and advanced aircraft projects. Interpolated hindsight envelopes are derived, defining the feasible domain of flight-performance combinations achieved by state-of-the-art designs. The method allows quantitative determination of whether a proposed future aircraft represents a continuation of existing technological trajectories or a potential breakthrough. The results demonstrate that rationality-based indicators, combined with hierarchical CTS structuring and hindsight-derived envelopes, provide a systematic approach for guiding early-stage design decisions, prioritizing research directions, and evaluating the plausibility of prospective configurations in both civil and prospective hybrid-propulsion aircraft development.

Language: English
Page range: 156 - 173
Submitted on: Aug 19, 2025
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Accepted on: Nov 20, 2025
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Published on: Dec 24, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Oleg Anipko, Andrii Pryimak, Vasyl Loginov, published by ŁUKASIEWICZ RESEARCH NETWORK – INSTITUTE OF AVIATION
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.