The Load Balancing Scheduling Method for Additive Manufacturing of Customized Medical Devices
10.3969/j.issn.1673-6036.2024.06.015
- VernacularTitle:定制医疗器械增材制造的负载均衡进化调度方法
- Author:
Zhe SHEN
1
;
Chuan WU
;
Weiqin SUN
;
Fulong LIU
;
Xiao ZHANG
Author Information
1. 徐州医科大学医学信息与工程学院 徐州 221004
- Keywords:
medical devices;
additive manufacturing;
load balancing;
task scheduling
- From:
Journal of Medical Informatics
2024;45(6):85-91
- CountryChina
- Language:Chinese
-
Abstract:
Purpose/Significance The load balancing scheduling method is proposed to shorten the waiting time and balance the load of each machine in additive manufacturing of customized medical devices.Method/Process By analyzing the influencing factors in the time dimension,the mathematical model of the two-objective multi-constraint optimization problem is established.The load balancing operator is introduced and the load balancing scheduling algorithm is used to solve the model.Result/Conclusion The load balancing scheduling method with load balancing operators is superior to other algorithms in terms of task waiting time and load balancing perform-ance,especially for large-scale tasks.This method can effectively shorten task waiting time and realize machine load balancing.
