A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process

Xing Liu; Fei Zhao; Xuesong Mei

doi:10.1109/AIM.2017.8014267

A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process

Xing Liu
, Fei Zhao
, Xuesong Mei

机械工程学院

Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

8 引用（Scopus）

摘要

Constant torque control in machining processes reduces the cycling time and energy consumption, while protecting the machine tool and cutting tool at the same time. This paper presents an adaptive fuzzy control system for optimizing the cutting torque in gear hobbing process. And during the machining process, the input and output scaling factors of the fuzzy controller can also be adjusted automatically according to the control effect. Therefore, this control system can achieve robust adaptive control of the spindle torque by regulating the feed rate in gear hobbing process with little intervention of humans. As a result, the fluctuation of the cutting torque in gear hobbing process is reduced and the machining efficiency is improved significantly.

源语言	英语
主期刊名	2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017
出版商	Institute of Electrical and Electronics Engineers Inc.
页	1725-1730
页数	6
ISBN（电子版）	9781509059980
DOI	https://doi.org/10.1109/AIM.2017.8014267
出版状态	已出版 - 21 8月 2017
活动	2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017 - Munich, 德国期限: 3 7月 2017 → 7 7月 2017

丛书

姓名	IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM

会议

会议	2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017
国家/地区	德国
市	Munich
时期	3/07/17 → 7/07/17

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 7 经济适用的清洁能源

访问文件

10.1109/AIM.2017.8014267

其它文件与链接

链接到 Scopus 的出版物

引用此

Liu, X., Zhao, F., & Mei, X. (2017). A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process. 在 2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017 (页码 1725-1730). 期刊论文 8014267 (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AIM.2017.8014267

Liu, Xing ; Zhao, Fei ; Mei, Xuesong. / A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process. 2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017. Institute of Electrical and Electronics Engineers Inc., 2017. 页码 1725-1730 (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM).

@inproceedings{6b0f6d1e106946d799f1065886841496,

title = "A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process",

abstract = "Constant torque control in machining processes reduces the cycling time and energy consumption, while protecting the machine tool and cutting tool at the same time. This paper presents an adaptive fuzzy control system for optimizing the cutting torque in gear hobbing process. And during the machining process, the input and output scaling factors of the fuzzy controller can also be adjusted automatically according to the control effect. Therefore, this control system can achieve robust adaptive control of the spindle torque by regulating the feed rate in gear hobbing process with little intervention of humans. As a result, the fluctuation of the cutting torque in gear hobbing process is reduced and the machining efficiency is improved significantly.",

author = "Xing Liu and Fei Zhao and Xuesong Mei",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017 ; Conference date: 03-07-2017 Through 07-07-2017",

year = "2017",

month = aug,

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doi = "10.1109/AIM.2017.8014267",

language = "英语",

series = "IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM",

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booktitle = "2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017",

}

Liu, X, Zhao, F & Mei, X 2017, A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process. 在 2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017., 8014267, IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM, Institute of Electrical and Electronics Engineers Inc., 页码 1725-1730, 2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017, Munich, 德国, 3/07/17. https://doi.org/10.1109/AIM.2017.8014267

A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process. / Liu, Xing; Zhao, Fei ; Mei, Xuesong.
2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017. Institute of Electrical and Electronics Engineers Inc., 2017. 页码 1725-1730 8014267 (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process

AU - Liu, Xing

AU - Zhao, Fei

AU - Mei, Xuesong

PY - 2017/8/21

Y1 - 2017/8/21

N2 - Constant torque control in machining processes reduces the cycling time and energy consumption, while protecting the machine tool and cutting tool at the same time. This paper presents an adaptive fuzzy control system for optimizing the cutting torque in gear hobbing process. And during the machining process, the input and output scaling factors of the fuzzy controller can also be adjusted automatically according to the control effect. Therefore, this control system can achieve robust adaptive control of the spindle torque by regulating the feed rate in gear hobbing process with little intervention of humans. As a result, the fluctuation of the cutting torque in gear hobbing process is reduced and the machining efficiency is improved significantly.

AB - Constant torque control in machining processes reduces the cycling time and energy consumption, while protecting the machine tool and cutting tool at the same time. This paper presents an adaptive fuzzy control system for optimizing the cutting torque in gear hobbing process. And during the machining process, the input and output scaling factors of the fuzzy controller can also be adjusted automatically according to the control effect. Therefore, this control system can achieve robust adaptive control of the spindle torque by regulating the feed rate in gear hobbing process with little intervention of humans. As a result, the fluctuation of the cutting torque in gear hobbing process is reduced and the machining efficiency is improved significantly.

UR - https://www.scopus.com/pages/publications/85028764443

U2 - 10.1109/AIM.2017.8014267

DO - 10.1109/AIM.2017.8014267

M3 - 会议稿件

AN - SCOPUS:85028764443

T3 - IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM

SP - 1725

EP - 1730

BT - 2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017

Y2 - 3 July 2017 through 7 July 2017

ER -

Liu X, Zhao F , Mei X. A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process. 在 2017 IEEE International Conference on Advanced Intelligent Mechatronics, AIM 2017. Institute of Electrical and Electronics Engineers Inc. 2017. 页码 1725-1730. 8014267. (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM). doi: 10.1109/AIM.2017.8014267

A fuzzy adaptive controller for constant cutting torque in high-performance gear hobbing process

摘要

丛书

会议

联合国可持续发展目标

访问文件

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