DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR

5
U.S. Department of Energy Journal of Undergraduate Research 77 http://www.scied.science.doe.gov DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR ION BEAM CHARACTERIZATION MARIANO J. PADILLA AND YUAN LIU ABSTRACT Transverse beam emittance is a crucial property of charged particle beams that describes their angular and spatial spread. It is a figure of merit frequently used to determine the quality of ion beams, the compatibility of an ion beam with a given beam transport system, and the ability to suppress neighboring isotopes at on-line mass separator facilities. Generally a high quality beam is characterized by a small emittance. In order to determine and improve the quality of ion beams used at the Holifield Radioactive Ion beam Facility (HRIBF) for nuclear physics and nuclear astrophysics research, the emittances of the ion beams are measured at the off-line Ion Source Test Facilities. In this project, emittance analysis software was developed to perform various data processing tasks for noise reduction, to evaluate root-mean-square emittance, Twiss parameters, and area emittance of different beam fractions. The software also provides 2D and 3D graphical views of the emittance data, beam profiles, emittance contours, and RMS. Noise exclusion is essential for accurate determination of beam emittance values. A Self-Consistent, Unbiased Elliptical Exclusion (SCUBEEx) method is employed. Numerical data analysis techniques such as interpolation and nonlinear fitting are also incorporated into the software. The software will provide a simplified, fast tool for comprehensive emittance analysis. The main functions of the software package have been completed. In preliminary tests with experimental emittance data, the analysis results using the software were shown to be accurate. INTRODUCTION Nuclear and particle physics experiments use charged particle beams [1, 2]. e ability to transport the beams over long distances and/or to focus them into small areas depends largely on the quality of the beams; hence to have a measure of beam quality is paramount. e quality of a particle beam is usually described by its emittance and brightness. Ion beam emittance influences charged particle accelerator design, operation, mass resolution, and neighboring isotope suppression at on-line mass separator facilities. In this paper, the method used for transverse emittance measurement is briefly described and the development of a software program to assist with the data analysis is discussed in detail. Possible enhancements and additions to the software are also described. Experimental Emittance Measurement e Ion Source Test Facility-2 (ISTF-2) is one of two off-line facilities at the Holifield Radioactive Ion Beam Facility (HRIBF) at Oak Ridge National Laboratory (ORNL) available to test ion sources for on-line generation of Radioactive Ion Beams (RIBs). e ISTF-2 consists of a high voltage platform, ion source, motor generator, cooling system, Einzel lenses, 90° dipole magnet for mass separation, Faraday cups for measuring beam intensities, and M ariano J. Padilla is a native of Guatemala, and has had a 15-year career in Computer Information, holding the position of Director of Information Systems for an international feature film subtitle and translation company. During his computer career, he designed fiber-optics networks with video servers and gigabit backbone infrastructure. His return to school marks a return to his original passions: engineering and applied physics. He participates in the Transfer Achievement Program (TAP), and the Mathematics, Engineering and Science Achievement program (MESA), and is a member of the Fullerton College Honors program. He is a facilitator at Fullerton College, where he conducts the supplemental instruction of Intermediate Algebra to students enrolled in the TAP program. He is a student member of the American Physical Society and the American Association for Advancement of Science. Dr. Kathleen Hodge, president of Fullerton College, appointed him to the Orange County Engineering Council, where he serves as a delegate to the council representing Fullerton College. He plans to pursue a doctorate degree in atomic theory, general theoretical involving M-eory and string theory, particle physics or quantum gravity/relativistic physics. Y uan Liu is a research scientist at the Holifield Radioactive Ion Beam Facility (HRIBF) at Oak Ridge National Laboratory. She received her Ph.D. in electrical engineering from Rice University in 1987. After postdoctoral research at University of Washington in Seattle and University of Tennessee in Knoxville, she went to Japan to join the Advanced Technology Laboratories of Hoechst Japan in 1991. ere, she was the project leader for the development of optical chemical sensors for on-line detection of organic pollutants in air and water. She has been at HRIBF since 1997. Her current research interests include high efficiency ion sources that generate beams of short-lived, unstable nuclei for nuclear physics and nuclear astrophysics research, laser based beam purification techniques, and new techniques to improve ion beam quality. She runs two separate experimental stations for developing and testing ion sources.

description

Transverse beam emittance is a crucial property of charged particle beams that describes their angular and spatialspread. It is a fi gure of merit frequently used to determine the quality of ion beams, the compatibility of an ion beamwith a given beam transport system, and the ability to suppress neighboring isotopes at on-line mass separatorfacilities. Generally a high quality beam is characterized by a small emittance. In order to determine and improvethe quality of ion beams used at the Holifi eld Radioactive Ion beam Facility (HRIBF) for nuclear physics and nuclearastrophysics research, the emittances of the ion beams are measured at the off-line Ion Source Test Facilities. In thisproject, emittance analysis software was developed to perform various data processing tasks for noise reduction, toevaluate root-mean-square emittance, Twiss parameters, and area emittance of different beam fractions. The softwarealso provides 2D and 3D graphical views of the emittance data, beam profi les, emittance contours, and RMS. Noiseexclusion is essential for accurate determination of beam emittance values. A Self-Consistent, Unbiased EllipticalExclusion (SCUBEEx) method is employed. Numerical data analysis techniques such as interpolation and nonlinearfi tting are also incorporated into the software. The software will provide a simplifi ed, fast tool for comprehensive emittanceanalysis. The main functions of the software package have been completed. In preliminary tests with experimentalemittance data, the analysis results using the software were shown to be accurate.

Transcript of DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR

Page 1: DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR

U.S. Department of Energy Journal of Undergraduate Research 77

http://www.scied.science.doe.gov

DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR ION BEAM CHARACTERIZATION

MARIANO J. PADILLA AND YUAN LIU

ABSTRACT

Transverse beam emittance is a crucial property of charged particle beams that describes their angular and spatial spread. It is a fi gure of merit frequently used to determine the quality of ion beams, the compatibility of an ion beam with a given beam transport system, and the ability to suppress neighboring isotopes at on-line mass separator facilities. Generally a high quality beam is characterized by a small emittance. In order to determine and improve the quality of ion beams used at the Holifi eld Radioactive Ion beam Facility (HRIBF) for nuclear physics and nuclear astrophysics research, the emittances of the ion beams are measured at the off-line Ion Source Test Facilities. In this project, emittance analysis software was developed to perform various data processing tasks for noise reduction, to evaluate root-mean-square emittance, Twiss parameters, and area emittance of different beam fractions. The software also provides 2D and 3D graphical views of the emittance data, beam profi les, emittance contours, and RMS. Noise exclusion is essential for accurate determination of beam emittance values. A Self-Consistent, Unbiased Elliptical Exclusion (SCUBEEx) method is employed. Numerical data analysis techniques such as interpolation and nonlinear fi tting are also incorporated into the software. The software will provide a simplifi ed, fast tool for comprehensive emittance analysis. The main functions of the software package have been completed. In preliminary tests with experimental emittance data, the analysis results using the software were shown to be accurate.

INTRODUCTION

Nuclear and particle physics experiments use charged particle beams [1, 2]. Th e ability to transport the beams over long distances and/or to focus them into small areas depends largely on the quality of the beams; hence to have a measure of beam quality is paramount. Th e quality of a particle beam is usually described by its emittance and brightness. Ion beam emittance infl uences charged particle accelerator design, operation, mass resolution, and neighboring isotope suppression at on-line mass separator facilities. In this paper, the method used for transverse emittance measurement is briefl y described and the development of a software

program to assist with the data analysis is discussed in detail. Possible enhancements and additions to the software are also described.

Experimental Emittance Measurement

Th e Ion Source Test Facility-2 (ISTF-2) is one of two off -line facilities at the Holifi eld Radioactive Ion Beam Facility (HRIBF) at Oak Ridge National Laboratory (ORNL) available to test ion sources for on-line generation of Radioactive Ion Beams (RIBs). Th e ISTF-2 consists of a high voltage platform, ion source, motor generator, cooling system, Einzel lenses, 90° dipole magnet for mass separation, Faraday cups for measuring beam intensities, and

Mariano J. Padilla is a native of Guatemala, and has had a 15-year career in Computer Information, holding the position of Director of

Information Systems for an international feature fi lm subtitle and translation company. During his computer career, he designed fi ber-optics networks with video servers and gigabit backbone infrastructure. His return to school marks a return to his original passions: engineering and applied physics. He participates in the Transfer Achievement Program (TAP), and the Mathematics, Engineering and Science Achievement program (MESA), and is a member of the Fullerton College Honors program. He is a facilitator at Fullerton College, where he conducts the supplemental instruction of Intermediate Algebra to students enrolled in the TAP program. He is a student member of the American Physical Society and the American Association for Advancement of Science. Dr. Kathleen Hodge, president of Fullerton College, appointed him to the Orange County Engineering Council, where he serves as a delegate to the council representing Fullerton College. He plans to pursue a doctorate degree in atomic theory, general theoretical involving M-Th eory and string theory, particle physics or quantum gravity/relativistic physics.

Yuan Liu is a research scientist at the Holifi eld Radioactive Ion Beam Facility (HRIBF) at Oak Ridge National Laboratory. She received

her Ph.D. in electrical engineering from Rice University in 1987. After postdoctoral research at University of Washington in Seattle and University of Tennessee in Knoxville, she went to Japan to join the Advanced Technology Laboratories of Hoechst Japan in 1991. Th ere, she was the project leader for the development of optical chemical sensors for on-line detection of organic pollutants in air and water. She has been at HRIBF since 1997. Her current research interests include high effi ciency ion sources that generate beams of short-lived, unstable nuclei for nuclear physics and nuclear astrophysics research, laser based beam purifi cation techniques, and new techniques to improve ion beam quality. She runs two separate experimental stations for developing and testing ion sources.

Page 2: DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR

78 U.S. Department of Energy Journal of Undergraduate Research

http://www.scied.science.doe.gov

an emittance measurement apparatus. Figure 1 illustrates the setup at ISTF-2.

Diff erent methods exist to measure emittance; at ISTF-2 emittance is measured using a slit-harp device, illustrated in Figure 2, which measures the ion beam spatial and angular distributions. Th e emittance device consists of a thin slit 0.1mm wide and a detector array, which is made up of 32 electrically isolated tungsten strips, located down-stream of the slit. Th e ion beam is sampled by the slit producing a sheet beamlet which is then allowed to drift freely towards the detector array located 400mm (15.75 inches) away from the slit. Th e slit-detector is stepped across the beam and angular distribution measurements at each step are recorded. Th us, the beam distribution as a function of position and angle is obtained. Th e recorded data is saved in text or Microsoft Excel format. Th e ISTF-2 emittance measurement apparatus consists of two such step-motor driven slit-detector units for determining the transverse emittance of an ion beam in the x and y directions, respectively.

Software Design

An emittance analysis program using the Mathematica language has been in use; however it is limited to users who have knowledge of Mathematica. In addition the processing time is relatively long and requires adjustments to scripts for every emittance data fi le. Th is study describes an Emittance Evaluation Program (EEP) developed in Microsoft Visual Basic .net (VB.NET) for general users. EEP is based on the previous Mathematica program and implements the external software gnuplot [3] for 3-dimensional plots and graphs. Th e software makes possible data import for text and Microsoft Excel formats, manual background exclusion, Self-Consistent Unbiased Elliptical Exclusion (SCUBEEx) algorithms [4] for noise reduction, emittance calculation, visualization, and report generation. Th e algorithms used within the software are discussed in detail in the next section. EEP allows the analysis of emittance data without the need for manual programming. Th e beam profi le, root-mean-square (RMS) emittance, Twiss parameters, and fractional emittances of an ion beam are calculated simultaneously. Figure 3 and Figure 4 illustrate the features and functions of the EEP software. Th e analysis results can be saved either as text or in Microsoft Word format. Th e Microsoft Word format includes RMS emittance and beam profi le graphs.

Algorithms

Th e experimental emittance data are stored as an array of beam intensities I(xi, x’j) measured from each detector strip at each motor position, where xi is the ith slit position (i = 1 to N, N being the total number of the selected slit positions), and x’j corresponds to the divergence angle of the jth (j = 1 to 32) detector. Th e data are displayed in a 3D graph, as shown in Figure 3, and in Excel style grids for manual inspection. Before emittance evaluation, the data are inspected manually and, if needed, subjected to background

Ion SourceEinzel Lens

Emittance Measurement Device

Faraday Cup

Faraday Cup

Mass Analyzing Magnet

High Voltage Insulator

High Voltage Platform

Motor Generator

Fence

High-Voltage Interlocked Sliding Door

Figure 1. Schematic drawing of the HRIBF Ion Source Test Facility — (ISTF-2).

Figure 2. Schematic drawing of the “Slit-Harp” emittance measuring device.

Figure 3. A screenshot of the Result Summary page of the emittance evaluation program. The graphs shown include a 3D plot of the raw or fi ltered emittance data (upper left), the beam profi le plot with Gaussian fi t (lower left), fractional emittance contours (upper right), and the RMS ellipse (lower right). Listed on the right are the calculated 90% fractional and RMS emittance values for the raw or fi ltered data and the Gaussian fi t results.

Page 3: DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR

U.S. Department of Energy Journal of Undergraduate Research 79

http://www.scied.science.doe.gov

subtraction using data taken under the same conditions without the ion beam. In order to compensate for variations in beam intensity during a particular measurement, the data set can be normalized using the slit current obtained at each slit position. Th e slit-detector assembly is driven by a 1.8° stepping motor with a minimum linear step of 0.015mm per 0.9°. Th e angular step is the angle between two adjacent strips in the emittance detector array (2.285mrad). Th ese constants are used in the algorithms throughout the software. Th e algorithms for evaluating beam emittances in the xx’-plane are described below. Similar algorithms hold for the yy’-plane.

Th e beam profi le is calculated by summing, for each position xi, the ion currents on all 32 strips and stored in an array of variables Iprofi le(xi):

(1)Gaussian fi t can be performed on the resulting beam profi le

data using the following function:

(2)where a is the baseline, b is the amplitude, c is the mean, and σ

is the standard deviation. Th e full width at half maximum (FWHM) of the ion beam can then be calculated as

(3)

Th e calculated beam profi le is displayed together with the Gaussian fi t in EEP, as shown in Figure 3.

Th e RMS emittance of an ion beam is defi ned as:

(4)where <x2>, <x’2> and <xx’> are the second moments of the beam

distribution in the xx’-plane:

(5)

(6)

(7)

where Itotal is the total ion beam current detected:

(8)and (xc, x’c) is the centroid of beam distribution calculated using

the following formulas:

(9)

(10)Th e RMS distribution can be represented by an ellipse with an

area equal to the RMS emittance multiplied by π: (11)

where the coeffi cients are the Twiss parameters given by:

(12)Equal-intensity contour graphs depicting the emittances

corresponding to given fractions of the total ion beam distribution are also calculated. Th e area within each contour divided by π is taken as the emittance for that particular beam fraction. Th e calculated RMS emittance, Twiss parameters, and fractional beam emittances for 10–90% of the total beam, together with the corresponding RMS ellipse and emittance contour plots, are summarized in the Result Summary page in EEP, as illustrated in Figure 3.

DISCUSSION AND CONCLUSIONS

Noise exclusion is essential for accurate determination of beam emittance values. Non-zero background noise in emittance data can have a large impact on the values of RMS-emittances derived from the data. Th e SCUBEEx method developed by Stockli et al. [4] is employed in EEP with slight modifi cations for unbiased noise reduction. Th is method applies successively smaller exclusion ellipses around the centroid of the emittance data. Any data points falling outside of an ellipse are assumed to be background noise. Th e RMS and fractional emittances are then calculated using the data within the ellipse. Figure 4 illustrates an example of the SCUBEEx process: the calculated RMS and 90% fractional emittances decrease with decreasing ellipse size as more noise is excluded, reaching a fl at region where the emittance value stays relatively the same because most of the background is excluded. When the ellipse is further decreased the emittance values will decrease sharply as the ellipse begins to cut out the actual ion beam. It can be seen in Figure 4,

Figure 4. A screenshot of the SCUBBEx analysis. The plots shown are the RMS (upper right) and 90% fractional (lower right) emittance versus fi lter ellipse, and the corresponding fractions of the total ion beam included (upper left) and excluded (lower left) by the fi lter ellipses. The RMS and fractional emittance values for each fi lter ellipse are also listed on the right.

Page 4: DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR

80 U.S. Department of Energy Journal of Undergraduate Research

http://www.scied.science.doe.gov

the 90% fractional emittance shows a clear plateau between ellipses of 10–120mm-mrad, while a plateau in the RMS emittance is reached between 10–60mm-mrad. Figure 5 presents a side-by-side comparison of a data set prior to and after the SCUBEEx fi ltering. Th e left graph shows the raw data with background currents, which give a RMS emittance of 16.6π-mm-mrad. Th e right graph displays the data after excluding the background current with a fi lter ellipse of 120mm-mrad. It clearly shows that most of the background noise is removed while the real beam distribution is intact. Th e resulting RMS emittance is reduced to 4.3π-mm-mrad.

After SCUBEEx analysis, the RMS and 90% fractional emittances of the ion beam are determined as the average emittance values in the corresponding plateau or fl at regions of the SCUBEEx results. EEP allows users to easily view and select the plateau region for fi nal emittance evaluation. A user can examine the SCUBEEx results shown in Figure 4 and select the emittance values in the

plateau region using simple mouse clicks from the list supplied on the right; the average RMS and fractional emittances and their standard deviation are calculated from the selected values and the results are displayed immediately, as illustrated in Figure 6.

Th e main functions of the software package, including data input and visualization, data processing, SCUBEEx, emittance evaluation, and results output, have been completed. Th e codes have been tested with experimental emittance data and shown to be accurate. During the RIA 2006 Summer School [5] held at HRIBF, EEP was used in the Hands-on-Program on Ion Source Beam Emittance for ion beam emittance evaluation and the analysis results from EEP were in excellent agreement with the Mathematica results. Th e installation of EEP is simple and in standard (MSI) Microsoft Installation Package format. Th e EEP software package requires the .net framework (which most computers running Microsoft XP software have) and Microsoft Offi ce 2003 for report and graphic functionality.

EEP provides a simplifi ed, fast tool for comprehensive emittance analysis. Th e interactive interface of the EEP software allows the user to easily perform emittance analysis without performing manual calculations and formula derivations. Future EEP software enhancements include polynomial and cubic spline interpolation of data points, interpolated data visualization, and multiple emittance data file capabilities for cross reference or comparison. Such enhancements would provide additional capabilities for accurate emittance evaluation and further simplify the emittance evaluation of ion beams.

ACKNOWLEDGMENTS

Th is research was conducted at Oak Ridge National Laboratory. I thank the U.S. Department of Energy Offi ce of Science for allowing me to participate in the CCI program to further my studies, broaden my perspective on my science fi eld, and to have a unique and highly productive learning experience. Special thanks to my mentor Yuan Liu for her patience, guidance, and teaching. I would also like to thank Daniel Stracener of the Physics Division, Paul Mueller also of the Physics Division for his advice and cordial support, and Kathy Ketner, Cheryl Terry, and Lee Vang of the Oak Ridge Institute for Science and Education for their organization and coordination.

Figure 5. Equal-intensity contour plots generated by EEP for an experimental emittance dataset before (left graph) and after (right graph) noise reduction using a 120-mm-mrad fi lter ellipse.

Figure 6. As the fi nal step to obtain the RMS and 90% fractional emittance, a screenshot shows the selected plateau region (high-lighted area) in the SCUBEEx results with the mean and standard deviations of the selected RMS and 90% fractional emittance values displayed in the box below..

Page 5: DEVELOPMENT OF EMITTANCE ANALYSIS SOFTWARE FOR

U.S. Department of Energy Journal of Undergraduate Research 81

http://www.scied.science.doe.gov

REFERENCES

[1] Stanley Humphries Jr., “Charged Particle Beams,” John Wiley and Sons, 1990.

[2] J. Nolen and M. Portillo, “Charged Particle Optics” in The Optics Encyclopedia – Basic Foundations and Practical Applications, Vol. 1, Thomas G. Brown, et al. (eds.), Wiley-VCH, Berlin, 2003.

[3] gnuplot ver. 4.0, Peter Mikulík and Ethan Merritt, et al.

[4] M.P. Stockli, R. F. Welton, R. Keller, A. P. Letchford, R. W. Thomae, and J. W. G. Thomason, AIP Conference Proceedings, Volume 639, pp. 135-159, 2002.

[5] Oak Ridge Associated Universities, ”Fifth RIA Summer School on Exotic Beam Physics”, July 2006, “http://www.orau.org/ria/ria06/program.htm”