Control strategy based on improved fuzzy algorithm for energy control of wrist rehabilitation robot
被引:6
作者:
Ren, Hao
论文数: 0引用数: 0
h-index: 0
机构:
Xinxiang Med Univ, Coll Phys Educ, Xinxiang 453003, Henan, Peoples R ChinaXinxiang Med Univ, Coll Phys Educ, Xinxiang 453003, Henan, Peoples R China
Ren, Hao
[1
]
Zhang, Haimin
论文数: 0引用数: 0
h-index: 0
机构:
Henan Inst Sci & Technol, Xinxiang 453000, Henan, Peoples R ChinaXinxiang Med Univ, Coll Phys Educ, Xinxiang 453003, Henan, Peoples R China
Zhang, Haimin
[2
]
机构:
[1] Xinxiang Med Univ, Coll Phys Educ, Xinxiang 453003, Henan, Peoples R China
[2] Henan Inst Sci & Technol, Xinxiang 453000, Henan, Peoples R China
Rehabilitation robot;
Rehabilitation training;
Fuzzy algorithm;
Control strategy;
Energy control;
DESIGN;
D O I:
10.1016/j.aej.2023.07.024
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
With the complex changes in social and demographic structure, the problem of aging is becoming increasingly serious, and the demand for equipment in the field of medical rehabilitation is also increasing. Given the above situation, various countries have proposed using rehabilitation robots to assist patients in treatment, and have achieved certain results. The rehabilitation robot helps the injured area gradually recover autonomous movement through repeated auxiliary actions, thereby achieving the goal of physical rehabilitation training. However, most robot configurations face insufficient energy and power, as well as bulky and inflexible equipment. Based on the above issues, this article adopts an improved fuzzy algorithm control strategy to optimize the energy storage device and applies the energy system to the wrist rehabilitation training robot device. Firstly, a fuzzy adaptive algorithm is added to the traditional energy controller to combine system control with operational status, achieving precise control and dynamic adjustment of energy allocation. The research has added filter optimization design, which improves the accuracy and effectiveness of fuzzy algorithms. Finally, this article establishes an upper limb motion model of the rehabilitation robot and configures relevant hardware systems. At the same time, this article also uses manufacturing materials that meet functional requirements to construct auxiliary equipment. The results indicate that the improved fuzzy algorithm can improve the auxiliary effect in energy control of wrist rehabilitation robots. It has obvious advantages in the process of wrist rehabilitation training.
机构:
Int Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, MalaysiaInt Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, Malaysia
Adeola-Bello, Zulikha Ayomikun
Azlan, Norsinnira Zainul
论文数: 0引用数: 0
h-index: 0
机构:
Int Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, MalaysiaInt Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, Malaysia
Azlan, Norsinnira Zainul
Abu Hassan, Salmah Anim
论文数: 0引用数: 0
h-index: 0
机构:
Int Islamic Univ, Dept Orthopaed Traumatol & Rehabil, Kulliyyah Med, Malaysia Kuantan Campus,Jalan Sultan Ahmad Shah, Kuantan 25200, Pahang, MalaysiaInt Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, Malaysia
机构:
Toyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, JapanToyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, Japan
Asl, Hamed Jabbari
Yamashita, Masashi
论文数: 0引用数: 0
h-index: 0
机构:
Toyota Motor Co Ltd, T Frontier Div, Toyota 4718571, JapanToyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, Japan
Yamashita, Masashi
Narikiyo, Tatsuo
论文数: 0引用数: 0
h-index: 0
机构:
Toyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, JapanToyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, Japan
Narikiyo, Tatsuo
Kawanishi, Michihiro
论文数: 0引用数: 0
h-index: 0
机构:
Toyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, JapanToyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, Japan
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Dong, Mingjie
Zhou, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Zhou, Yu
Li, Jianfeng
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Li, Jianfeng
Rong, Xi
论文数: 0引用数: 0
h-index: 0
机构:
Qingdao Univ, Affiliated Hosp, Dept Neurol, 59 Haier Rd, Qingdao 266000, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Rong, Xi
Fan, Wenpei
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Fan, Wenpei
Zhou, Xiaodong
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Control Engn, Beijing 100094, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Zhou, Xiaodong
Kong, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
机构:
Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Feng, Guang
Zhang, Jiaji
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Zhang, Jiaji
Zuo, Guokun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Zuo, Guokun
Li, Maoqin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Li, Maoqin
Jiang, Dexin
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Jiang, Dexin
Yang, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
机构:
Zhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Hu, Yang
Meng, Jingyan
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Meng, Jingyan
Li, Guoning
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Li, Guoning
Zhao, Dazheng
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Zhao, Dazheng
Feng, Guang
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Feng, Guang
Zuo, Guokun
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Zuo, Guokun
Liu, Yunfeng
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Liu, Yunfeng
Zhang, Jiaji
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Zhang, Jiaji
Shi, Changcheng
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
机构:
Int Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, MalaysiaInt Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, Malaysia
Adeola-Bello, Zulikha Ayomikun
Azlan, Norsinnira Zainul
论文数: 0引用数: 0
h-index: 0
机构:
Int Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, MalaysiaInt Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, Malaysia
Azlan, Norsinnira Zainul
Abu Hassan, Salmah Anim
论文数: 0引用数: 0
h-index: 0
机构:
Int Islamic Univ, Dept Orthopaed Traumatol & Rehabil, Kulliyyah Med, Malaysia Kuantan Campus,Jalan Sultan Ahmad Shah, Kuantan 25200, Pahang, MalaysiaInt Islamic Univ Malaysia, Kulliyyah Engn, Dept Mechatron Engn, Jalan Gombak, Kuala Lumpur 53100, Malaysia
机构:
Toyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, JapanToyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, Japan
Asl, Hamed Jabbari
Yamashita, Masashi
论文数: 0引用数: 0
h-index: 0
机构:
Toyota Motor Co Ltd, T Frontier Div, Toyota 4718571, JapanToyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, Japan
Yamashita, Masashi
Narikiyo, Tatsuo
论文数: 0引用数: 0
h-index: 0
机构:
Toyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, JapanToyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, Japan
Narikiyo, Tatsuo
Kawanishi, Michihiro
论文数: 0引用数: 0
h-index: 0
机构:
Toyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, JapanToyota Technol Inst, Dept Adv Sci & Technol, Control Syst Lab, Nagoya, Aichi 4688511, Japan
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Dong, Mingjie
Zhou, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Zhou, Yu
Li, Jianfeng
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Li, Jianfeng
Rong, Xi
论文数: 0引用数: 0
h-index: 0
机构:
Qingdao Univ, Affiliated Hosp, Dept Neurol, 59 Haier Rd, Qingdao 266000, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Rong, Xi
Fan, Wenpei
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Fan, Wenpei
Zhou, Xiaodong
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Control Engn, Beijing 100094, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
Zhou, Xiaodong
Kong, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R ChinaBeijing Univ Technol, Fac Mat & Mfg, Beijing Key Lab Adv Mfg Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
机构:
Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Feng, Guang
Zhang, Jiaji
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Zhang, Jiaji
Zuo, Guokun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Zuo, Guokun
Li, Maoqin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Li, Maoqin
Jiang, Dexin
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Chinese Acad Sci, Ningbo Cixi Inst BioMed Engn, Ningbo Inst Mat Technol & Engn, Cixi 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
Jiang, Dexin
Yang, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R ChinaShanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
机构:
Zhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Hu, Yang
Meng, Jingyan
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Meng, Jingyan
Li, Guoning
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Li, Guoning
Zhao, Dazheng
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Zhao, Dazheng
Feng, Guang
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Feng, Guang
Zuo, Guokun
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Zuo, Guokun
Liu, Yunfeng
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Liu, Yunfeng
Zhang, Jiaji
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China
Zhang, Jiaji
Shi, Changcheng
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Cixi Inst Biomed Engn, Ningbo 315300, Peoples R China
Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R ChinaZhejiang Univ Technol, Sch Mech Engn, Hangzhou 310023, Peoples R China