Performance evaluation of BPM system in SSRF using PCA method

CHEN Zhi-Chu; LENG Yong-Bin; YAN Ying-Bing; YUAN Ren-Xian; LAI Long-Wei

doi:10.1088/1674-1137/38/7/077004

Chinese Physics C> 2014, Vol. 38> Issue(7) : 077004 DOI: 10.1088/1674-1137/38/7/077004

Performance evaluation of BPM system in SSRF using PCA method

Abstract
HTML
Reference
Related

PDF

Abstract：
The beam position monitor (BPM) system is of most importance in a light source. The capability of the BPM depends on the resolution of the system. The traditional standard deviation on the raw data method merely gives the upper limit of the resolution. Principal component analysis (PCA) had been introduced in the accelerator physics and it could be used to get rid of the actual signals. Beam related information was extracted before the evaluation of the BPM performance. A series of studies had been made in the Shanghai Synchrotron Radiation Facility (SSRF) and PCA was proved to be an effective and robust method in the performance evaluations of our BPM system.

References

[1]

Irwin J, WANG C X, YAN Y T, et al. Physical Review Letters, 1999, 8: 1684-1687[2] WANG Chun-Xi. Physical Review Special Topics-Accelerators and Beams, 2004, 7: 114001[3] WANG Chun-Xi, Rama Calaga. Proceedings of EPAC 2004, 2004. 1470-1472[4] WANG Chun-Xi. Proceedings of EPAC 2004, 2004: 1473-1475[5] Calaga R, Tomás R. Physical Review Special Topics-Accelerators and Beams, 2004, 7: 042801[6] WANG Chun-Xi, Michael Borland, Vadim Sajaev et al. Proceedings of the 2001 Particle Accelerator Conference, 2001. 1354-1356[7] Wolski A, Ross M C. Proceedings of EPAC 2002, 2002. 1205-1207[8] WANG Chun-Xi. Proceedings of the 2003 Particle Accelerator Conference. 2003. 3407-3409[9] WANG Chun-Xi. Proceedings of the 2003 Particle Accelerator Conference. 2003. 3410-3412[10] WANG Chun-Xi, Vadim Sajaev, YAO Chih-Yuan. Physical Review Special Topics-Accelerators and Beams, 2003, 6: 104001

[1]	Ri-Guang Huang , You-Cai Chen , Dong-Liang Fang . 0νββ decay nuclear matrix elements under Left-Right symmetric model from the spherical quasi-particle random phase approximation method with realistic force. Chinese Physics C, 2026, 50(2): 1-11.
[2]	Wentao Zeng , Zehao Lin , Yiran Wang , Shuangquan Zhang , Jinniu Hu , Ying Zhang . Resonant states in the Schrödinger equation solved by the Green's function method. Chinese Physics C, 2026, 50(2): 1-10.
[3]	Li Tang , Liang Liu , Ying Wu . Null test of cosmic curvature using deep learning method. Chinese Physics C, 2026, 50(2): 1-8.
[4]	Qi Zeng , Bushi Huang , Tingwei Peng , Hongfu Li , Xing Xu , Yuanming Xing , Huaiqiang Zhang , Jiankun Zhao , Xu Zhou . A novel method of half-life determination for highly charged ions based on isochronous mass spectrometry. Chinese Physics C, 2025, 49(11): 114002. doi: 10.1088/1674-1137/ade959
[5]	Yu Xi , Fu-Wen Shu . Constraints on Lorentz invariance violation from GRB 221009A using the DisCan method. Chinese Physics C, 2025, 49(12): 125101. doi: 10.1088/1674-1137/adfa01
[6]	xxx xx . Evaluation of the moments of inertia of forced split fragments for nuclei ²³²Th (n,f) and ²³⁸U (n,f). Chinese Physics C, 2025, 49(): 1-15.
[7]	YAN Jia-Qing , XIE Yu-Guang , HU Tao , LU Jun-Guang , ZHOU Li , QU Guo-Pu , CAI Xiao , NIU Shun-Li , CHEN Hai-Tao . Simulation and performance study of ceramic THGEM. Chinese Physics C, 2015, 39(6): 066001. doi: 10.1088/1674-1137/39/6/066001
[8]	HUANG Jiang , XIONG Yong-Qian , CHEN De-Zhi , LIU Kai-Feng , YANG Jun , LI Dong , YU Tiao-Qin , FAN Ming-Wu , YANG Bo . A permanent magnet electron beam spread system used fora low energy electron irradiation accelerator. Chinese Physics C, 2014, 38(10): 107008. doi: 10.1088/1674-1137/38/10/107008
[9]	WANG Ji-Ke , MAO Ze-Pu , BIAN Jian-Ming , CAO Guo-Fu , CAO Xue-Xiang , CHEN Shen-Jian , DENG Zi-Yan , FU Cheng-Dong , GAO Yuan-Ning , HE Kang-Lin , HE Miao , HUA Chun-Fei , HUANG Bin , HUANG Xing-Tao , JI Xiao-Bin , LI Fei , LI Hai-Bo , LI Wei-Dong , LIANG Yu-Tie , LIU Chun-Xiu , LIU Huai-Min , LIU Suo , LIU Ying-Jie , MA Qiu-Mei , MA Xiang , MAO Ya-Jun , MO Xiao-Hu , PAN Ming-Hua , PANG Cai-Ying , PING Rong-Gang , QIN Ya-Hong , QIU Jin-Fa , SUN Sheng-Sen , SUN Yong-Zhao , WANG Liang-Liang , WEN Shuo-Pin , , , , , , . Software alignment of the BESⅢ main drift chamber using the Kalman Filter method. Chinese Physics C, 2009, 33(3): 210-216. doi: 10.1088/1674-1137/33/3/010
[10]	ZHANG Man-Zhou , HOU Jie , LI Hao-Hu , LIU Gui-Min , LI De-Ming . Optimal sorting method and application to SSRF booster dipoles. Chinese Physics C, 2008, 32(11): 924-927. doi: 10.1088/1674-1137/32/11/015
[11]	GUO Yun-Jun , HE Kang-Lin . Muon Identification Using the Efficiencies Ratio Method at BESⅡ. Chinese Physics C, 2007, 31(11): 1050-1055.
[12]	PENG Quan-Ling , SUN Jian , ZHAO Guang-Yuan , SHI Cai-Tu . Principle and Software Design of Helmhotz Coil Measurement System. Chinese Physics C, 2001, 25(9): 920-925.
[13]	CHANG KONG-LIANG . DIMENSIONAL METHOD TO SOLVE THE DIFFUSION CONVECTION EQUATION OF SOLAR COSMIC RAYS. Chinese Physics C, 1978, 2(3): 200-210.

Access

Get Citation

CHEN Zhi-Chu, LENG Yong-Bin, YAN Ying-Bing, YUAN Ren-Xian and LAI Long-Wei. Performance evaluation of BPM system in SSRF using PCA method[J]. Chinese Physics C, 2014, 38(7): 077004. doi: 10.1088/1674-1137/38/7/077004

RIS(for EndNote,Reference Manager,ProCite)

BibTex

Txt

Milestone

Received: 2013-08-30
Revised: 1900-01-01

Article Metric

Article Views(3150)
PDF Downloads(213)
Cited by(0)

Policy on re-use

To reuse of subscription content published by CPC, the users need to request permission from CPC, unless the content was published under an Open Access license which automatically permits that type of reuse.

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Performance evaluation of BPM system in SSRF using PCA method

Corresponding author: CHEN Zhi-Chu,

Corresponding author: LENG Yong-Bin,

Received Date: 2013-08-30
Accepted Date: 1900-01-01
Available Online: 2014-07-05

Abstract: The beam position monitor (BPM) system is of most importance in a light source. The capability of the BPM depends on the resolution of the system. The traditional standard deviation on the raw data method merely gives the upper limit of the resolution. Principal component analysis (PCA) had been introduced in the accelerator physics and it could be used to get rid of the actual signals. Beam related information was extracted before the evaluation of the BPM performance. A series of studies had been made in the Shanghai Synchrotron Radiation Facility (SSRF) and PCA was proved to be an effective and robust method in the performance evaluations of our BPM system.