CHEN Junhao, JIA Xiaoliang. An Approach for Aircraft Assembly Sequence Intelligent Planning Based on Case Learning[J]. Aeronautical Manufacturing Technology, 2022, 65(12): 77-85.
CHEN Junhao, JIA Xiaoliang. An Approach for Aircraft Assembly Sequence Intelligent Planning Based on Case Learning[J]. Aeronautical Manufacturing Technology, 2022, 65(12): 77-85. DOI: 10.16080/j.issn1671-833x.2022.12.077.
Assembly sequence planning (ASP) defines the efficiency and quality of aircraft assembly. However
for the ASP of aircraft
the traditional knowledge reuse is not flexible and the solving time of canonical meta-heuristic algorithm is tedious. This paper proposes a framework based on case learning to complete the ASP of aircraft. Firstly
the characteristics of the aircraft ASP are analyzed and the aircraft ASP framework is constituted. Moreover
the aircraft ASP case is extracted from the heterogeneous information source
the aircraft ASP case is reused by process similarity
and the assembly sequence of aircraft product is inferred by genetic algorithm and case fragment. Finally
the aircraft ASP system is designed
and the feasibility and effectiveness of the framework is verified by an example of an aircraft undercarriage.