Semi-Physical Simulation of Fan Rotor Assembly Process Optimization for Unbalance Based on Reinforcement Learning

Semi-Physical Simulation of Fan Rotor Assembly Process Optimization for Unbalance Based on Reinforcement Learning

An aero engine fan rotor is composed of a multi-stage disk and multi-stage blades. Excessive unbalance of the aero engine fan rotor after assembly is the main cause of aero engine vibration. In the rotor assembly process, blade sequencing optimization and multi-stage blade set assembly phase optimiz...

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Bibliographic Details
Main Authors: Huibin Zhang, Mingwei Wang, Zhiang Li, Jingtao Zhou, Kexin Zhang, Xin Ma, Manxian Wang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Aerospace
Subjects:
aero engine rotor
blade sequencing optimization
reinforcement learning
unbalance
semi-physical simulation
Online Access:https://www.mdpi.com/2226-4310/9/7/342

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