Fuel-Efficient on-Orbit Service Vehicle Allocation Based on an Improved Discrete Particle Swarm Optimization Algorithm
Joint Authors
Liu, Qingguo
Liu, Xinxue
Wu, Jian
Yaxiong, Li
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-04-15
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Given the limited fuel capacity of an on-orbit service vehicle (OSV), proper OSV allocation to satellites during each service mission is critical for economic fuel consumption.
This allocation problem can be formulated as an optimization problem with many continuous and discrete design variables of wide domains.
This problem can be effectively handled through the proposed approach that combines the tabu search with the discrete particle swarm optimization algorithm (DPSO-TS).
First of all, Pontryagin’s minimum principle and genetic algorithm (GA) are exploited to find the most fuel-efficient transfer trajectory.
This fuel efficiency maximization can then serve as the performance index of the OSV allocation optimization model problem.
In particular, the maximization of the minimum residual fuel over individual OSVs is proposed as a performance index for OSV allocation optimization.
The optimization problem is numerically solved through the proposed DPSO-TS algorithm.
Finally, the simulation results demonstrate that the DPSO-TS algorithm has a higher accuracy compared to the DPSO, the DPSO-PDM and the DPSO-CSA algorithms in the premise that these four algorithms have the basically same computational time.
The DPSO-TS algorithm can effectively solve the OSV allocation optimization problem.
American Psychological Association (APA)
Wu, Jian& Liu, Qingguo& Liu, Xinxue& Yaxiong, Li. 2020. Fuel-Efficient on-Orbit Service Vehicle Allocation Based on an Improved Discrete Particle Swarm Optimization Algorithm. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1196116
Modern Language Association (MLA)
Wu, Jian…[et al.]. Fuel-Efficient on-Orbit Service Vehicle Allocation Based on an Improved Discrete Particle Swarm Optimization Algorithm. Mathematical Problems in Engineering No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1196116
American Medical Association (AMA)
Wu, Jian& Liu, Qingguo& Liu, Xinxue& Yaxiong, Li. Fuel-Efficient on-Orbit Service Vehicle Allocation Based on an Improved Discrete Particle Swarm Optimization Algorithm. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1196116
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1196116