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基于无刷电机控制的新型智能旋钮的研制
发布时间：2023
| 学术论文附件 | 无附件 |
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论文题目 | Smart knob integrated by artificial intelligence-based green manufacturing model for sustainable environment | ||
| 作者姓名 | 赵彰益 | |||
| 是否发表 | 是 | 刊 号 | 0268-3768/1433-3015 | |
| 期刊名称 | INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY | 期刊期次 | ||
| 项目名称 | 基于无刷电机控制的新型智能旋钮的研制 | |||
| 项目类型 | 创新训练项目 | |||
| 项目编号 | 202310059040 | 学科类别 | 工学——机械类 | |
| 立项年份 | 2023 | 联系QQ号 | 1107341161 | |
| 项目组成员 | 姓 名 | 年 级 | 专 业 | 是否主持人 |
| 赵彰益 | 大二 | 电气工程及其自动化 | 第一主持人 | |
| 谢洁 | 大二 | 交通运输 | 第二主持人 | |
| 杜海尧 | 大二 | 电气工程及其自动化 | 否 | |
| 郭一辰 | 大二 | 无人驾驶航空器系统工程 | 否 | |
| 艾珂羽 | 大二 | 材料物理 | 否 | |
| 指导老师 | 姓 名 | 职称 | 研究方向 | |
| 彭仁浩 | 工程师 | |||
| 牟浩蕾 | 副研究员 | |||
| 论文摘要 | Speed-torque performance, size, and cost factors, brushless dc motor motors (BLDCMs) are in exceptionally high demand in low-powered electrical vehicle as well as commercial applications. This research proposes a novel technique in smart knob for brushless motor based on felded oriented control (FOC) in green manufacturing with machine learning techniques in industry 4.0. here the principle of brushless motor is developed based on smart knob with FOC. Then, the operation of brushless motor is monitored for fault analysis using convolutional Q-Gaussian hidden neural networks. The experimental analysis is carried out for the operation of brushless motor with their principle in terms of power density, peak power pulse, Model Accuracy, model loss, and Mean Average Error. Because sensor less technology has improved traditional control and sensing techniques, BLDC motor drivers now perform and operate more reliably. Then, recent innovations in this feld are discussed, together with their benefts and disadvantages, and analysis is provided of their actual implementation problems and applications. | |||
项目其他 学术成果 |
实用新型专利《一种基于无刷电机控制的智能旋钮》已受理，负责人赵彰益为学生第一发明人 |
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| 项目其他学术成果附件 | 无附件 |
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