Wheel hub customization with an interactive artificial immune algorithm

Liu, Jing; Zhi, Qiqi; Ji, Haipeng; Li, Bolong; Lei, Siyuan

doi:10.1007/s10845-020-01613-x

Cited by 8 publications

(2 citation statements)

References 35 publications

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“…Many scholars apply it to improve universality of their algorithms. In these references, [45][46][47] authors designed adaptive crossover and mutation operators to improve exploration ability of the population. The model proposed by Zhao et al 48 integrated adaptive critic, which could adaptively change the network structure to accelerate convergence.…”

Section: Introductionmentioning

confidence: 99%

An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery

Jiang

Yang

et al. 2022

Int J of Intelligent Sys

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Aiming at low efficiency of agricultural machinery scheduling, this paper proposes an adaptive immune-following algorithm (AIFA) based on immune algorithm and artificial fish swarm algorithm. The adaptive crossover operator is used to accelerate convergence, and adaptive mutation operator ensures good diversity of population. After the adaptive evolution operations are performed, the following operator based on the following behavior of artificial fish swarm algorithm is embedded into the algorithm, which improves the convergence precision and obtains the promising optimization results. Experiments on scheduling considering the breakdown of agricultural machinery are performed based on multiple regions and multiple agricultural machineries. Compared with the immune algorithm and genetic algorithm, the simulation results demonstrate that AIFA can converge faster and achieve a better optimal solution.

show abstract

Section: Introductionmentioning

confidence: 99%

An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery

Jiang

Yang

et al. 2022

Int J of Intelligent Sys

View full text Add to dashboard Cite

show abstract

“…Various parameters can be automatically corrected, adjusted, and compensated during the processing, realizing online diagnosis and intelligent fault handling [2]; on the basis of networking, CAD/CAM and CNC systems are integrated into one, machine tools are networked, and the central centrally controlled group control processing. For a long time, my country's CNC system has been a traditional closed architecture, and CNC can only be used as a nonintelligent machine tool motion controller [3].…”

Section: Introductionmentioning

confidence: 99%

Research and Application of CNC Machining Method Based on CAD/CAM/Robot Integration

Yan

2022

Advances in Multimedia

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In order to improve the effect of intelligent CNC machining, this paper combines the CAD/CAM/Robot integration method to improve the CNC machining method and analyzes the tool path planning method and the path generation algorithm of the five-axis CNC machining machine. Through the tool processing calculation of the representative curved surface, this paper studies the basic theory, process planning, and tool parameter selection of the blade of the representative curved surface in the five-axis CNC machining and generates the blade CNC machining tool path through the simulation software. In addition, this paper analyzes the trajectory of the workpiece through the intelligent processing process and builds an intelligent processing system. Through the statistics of simulation test data, it can be seen that the CNC machining method based on CAD/CAM/Robot integration can effectively improve the intelligence of modern CNC machining and improve the effect of intelligent machining.

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User oriented smart connected product and smart environment: a systematic literature review

Xia,

Li,

Zhou

et al. 2023

Int J Adv Manuf Technol

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Wheel hub customization with an interactive artificial immune algorithm

Cited by 8 publications

References 35 publications

An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery

An adaptive immune‐following algorithm for intelligent optimal schedule of multiregional agricultural machinery

Research and Application of CNC Machining Method Based on CAD/CAM/Robot Integration

User oriented smart connected product and smart environment: a systematic literature review

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