搅拌摩擦焊在电机制造中的应用前景

介绍了搅拌摩擦焊的原理、特点和发展情况；分析了该技术用于焊接紫铜／紫铜接头的可行性。并对其在电机制造业中的应用前景作了初步探讨。     

步进电机控制接口实例

文章以脉冲分配器集成电路TD2803P为主，用压控振荡器74LS624进行频率控制，采用直流固态继电器作为驱动器，步进电机采用低压双路供电，改善起动性能。该电路比以硬件为主的传统电路简单，又比以软件实现的环行分配电路节小计算机内部资源和占用I／O接口少，又很容易实现正转，反转，速度，模式，步进步数等控制，是未来步进电机控制接口技术发展的方向。     

基于新型液压力源的航空发动机试车台推力现场校准技术研究

介绍了一种高准确度、具有差动流量细化分度、电机转速特性适配和恒渗漏等特性的新型液压力源,以及该液压力源在航空发动机试车台现场校准方面的应用情况,与实验室校准结果进行了比较,得出了航空发动机试车台推力现场测量方法适用的结论。     

Surrogate role of machine learning in motor-drive optimization for more-electric aircraft applications

Motor drives form an essential part of the electric compressors, pumps, braking and actuation systems in the More-Electric Aircraft (MEA). In this paper, the application of Machine Learning (ML) in motor-drive design and optimization process is investigated. The general idea of using ML is to train surrogate models for the optimization. This training process is based on sample data collected from detailed simulation or experiment of motor drives. However, the Surrogate Role (SR) of ML may vary for different applications. This paper first introduces the principles of ML and then proposes two SRs (direct mapping approach and correction approach) of the ML in a motor-drive optimization process. Two different cases are given for the method comparison and validation of ML SRs. The first case is using the sample data from experiments to train the ML surrogate models. For the second case, the joint-simulation data is utilized for a multi-objective motor-drive optimization problem. It is found that both surrogate roles of ML can provide a good mapping model for the cases and in the second case, three feasible design schemes of ML are proposed and validated for the two SRs. Regarding the time consumption in optimizaiton, the proposed ML models can give one motor-drive design point up to 0.044 s while it takes more than 1.5 mins for the used simulation-based models.