基于EPICS和差分进化算法的同步辐射光束线智能调束系统

doi:10.11889/j.0253-3219.2020.hjs.43.050101

Nuclear Techniques ›› 2020, Vol. 43 ›› Issue (5): 50101-050101.doi: 10.11889/j.0253-3219.2020.hjs.43.050101

• SYNCHROTRON RADIATION TECHNOLOGY AND APPLICATIONS • Next Articles

Intelligent commissioning system based on EPICS and differential evolution algorithm for synchrotron radiation beamline

Yingzhi SHI^1,²,Mei GAO^1,³,Wenhong JIA^1,³,Guangzhi YIN^1,³,Xingyu GAO^1,³,Yonghua DU^4,⁵(),Lifang ZHENG^1,³()

^1.Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
^2.University of Chinese Academy of Sciences, Beijing 100049, China
^3.Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China
^4.Institute of Chemical & Engineering Sciences, A*STAR, Singapore 627833
^5.National Synchrotron Light Source II, Brookhaven National Lab, USA 11973

Received:2020-01-02 Revised:2020-03-30 Online:2020-05-15 Published:2020-05-07
Contact: Yonghua DU,Lifang ZHENG E-mail:ydu@bnl.gov;zhenglifang@zjlab.org.cn
About author:SHI Yingzhi, male, born in 1995, graduated from Zhejiang University in 2017, master student, major in electronics and communication engineering
Supported by:
Joint Funds of the National Natural Science Foundation of China(U1632265)

光学设备Optical device	对应电机Step motors	物理意义Functions
M2	Y1,Y2,Y3	调节镜子的垂直位置、Roll角、Pitch角 Adjust the vertical position, Roll angle and Pitch angle of the mirror
DCM	Roll1	调节一晶Roll角Adjust the Roll angle of 1^st crystal
DCM	T2	调节二晶与一晶相对高度Adjust the relative height of 1^st and 2^nd crystal
DCM	Y2	调节二晶水平位置Adjust the horizontal position of 2^nd crystal
DCM	Yaw2	调节二晶Yaw角Adjust the Yaw angle of 2^nd crystal

次数 Order	设备 Device	优化电机 Motors	种群规模 Population size	差分因子 Scale factor	交叉概率 Crossover probability	至收敛的遗传代数 Iteration	收敛时间 Convergence time / min
1	M2	Y1,Y2,Y3	7	0.3	0.7	12	~15
2	M2 DCM	Y1,Y2,Y3	7	0.3	0.7	16	~29
2	M2 DCM	Roll1,T2	7	0.3	0.7	16	~29
3	M2	Y1,Y2,Y3	7	0.3	0.7	20	~30
3	DCM	Roll1,T2,Yaw2,Y2	7	0.3	0.7	20	~30

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Intelligent commissioning system based on EPICS and differential evolution algorithm for synchrotron radiation beamline

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