Research on Fuel-Saving and Environmentally Friendly Approach Trajectory Considering Air Traffic Management Intention

IF 1.5 3区 工程技术 Q2 ENGINEERING, AEROSPACE
Yuan Jie, Pei Yang, Ge Yuxue
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Abstract

Civilian aviation continues to contribute significantly to the total economic and environmental impact of aeronautics. Reduction of the fuel burn and environmental impact of civilian aviation is critical to the overall sustainability of the industry, and it can be accomplished, in part, through the optimization of arrival and approach procedures. This paper proposes the development of a method for measuring the degree of compliance of optimized approach trajectories with air traffic management (ATM) intentions, using an intention compliance level (ICL) indicator. Based on fuzzy logic, this measure reflects the extent to which approach trajectories satisfy the required time-of-arrival constraints. This research demonstrates an approach trajectory strategy that maximizes the ICL, maintains compliance with ATM intent, and achieves efficiency goals inclusive of reduced fuel consumption through selective airspeed changes. Simulations on the Airbus A320 indicate that achieving the optimal trajectory and flight parameters can significantly guide trajectory-based operations to minimize airline economic costs and reduce environmental impact while complying with ATM commands. In this paper we will organize the data as follows. The Introduction will summarize past research as a means of identifying the gaps that this research seeks to bridge and introduce the premise of our findings. Section II proposes the concept of ICL to evaluate the relationship between flight time and the required time of arrival and establishes an en-route descent trajectory model. Section III constructs the optimization strategy based on simulated annealing genetic algorithm (SAGA), evaluates the effectiveness of the algorithm, and verifies the contributions of the ICL in a basic scenario. Section IV analyzes the impacts of various factors on the optimization results in a complex scenario.
考虑空中交通管理意图的节油环保进近轨迹研究
民用航空继续对航空的总体经济和环境影响作出重大贡献。减少民用航空的燃油消耗和对环境的影响对整个行业的可持续性至关重要,这可以通过优化到达和进近程序来部分实现。本文提出了一种方法来衡量优化的进场轨迹与空中交通管理(ATM)意图的遵从程度,使用意图遵从水平(ICL)指标。基于模糊逻辑,该度量反映了接近轨迹满足所需到达时间约束的程度。本研究展示了一种接近轨迹策略,该策略可以最大化ICL,保持与ATM意图的一致性,并通过选择性空速变化实现包括降低油耗在内的效率目标。在空客A320飞机上的仿真表明,实现最优的飞行轨迹和飞行参数可以显著地指导基于轨迹的操作,在遵守ATM命令的同时最大限度地降低航空公司的经济成本和对环境的影响。在本文中,我们将对数据进行如下整理。引言将总结过去的研究,作为确定本研究试图弥合的差距的一种手段,并介绍我们研究结果的前提。第二节提出了ICL的概念来评估飞行时间与到达所需时间的关系,并建立了航路下降轨迹模型。第三部分构建了基于模拟退火遗传算法(SAGA)的优化策略,评估了算法的有效性,并在一个基本场景中验证了ICL的贡献。第四节分析了复杂场景下各种因素对优化结果的影响。
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来源期刊
Journal of Aircraft
Journal of Aircraft 工程技术-工程:宇航
CiteScore
4.50
自引率
31.80%
发文量
141
审稿时长
6 months
期刊介绍: This Journal is devoted to the advancement of the applied science and technology of airborne flight through the dissemination of original archival papers describing significant advances in aircraft, the operation of aircraft, and applications of aircraft technology to other fields. The Journal publishes qualified papers on aircraft systems, air transportation, air traffic management, and multidisciplinary design optimization of aircraft, flight mechanics, flight and ground testing, applied computational fluid dynamics, flight safety, weather and noise hazards, human factors, airport design, airline operations, application of computers to aircraft including artificial intelligence/expert systems, production methods, engineering economic analyses, affordability, reliability, maintainability, and logistics support, integration of propulsion and control systems into aircraft design and operations, aircraft aerodynamics (including unsteady aerodynamics), structural design/dynamics , aeroelasticity, and aeroacoustics. It publishes papers on general aviation, military and civilian aircraft, UAV, STOL and V/STOL, subsonic, supersonic, transonic, and hypersonic aircraft. Papers are sought which comprehensively survey results of recent technical work with emphasis on aircraft technology application.
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