Beam Dynamics Meeting March 05 2007 1 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Simulation of Longitudinal.

Präsentation zum Thema: "Beam Dynamics Meeting March 05 2007 1 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Simulation of Longitudinal."—  Präsentation transkript:

1 Beam Dynamics Meeting March 05 2007 1 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Simulation of Longitudinal Beam Dynamics Fachgebiet Theoretische Elektrotechnik und Numerische Feldberechnung PD Dr. Markus Clemens Sebastian Lange, Markus Clemens Chair for Theory in Electrical Engineering and Computational Electromagnetics Faculty of Electrical Engineering, Helmut-Schmidt-University, Hamburg Email: sebastian.lange@hsu-h.de DESY Hamburg, March 05, 2007 DESY Beam Dynamics Meeting

2 Beam Dynamics Meeting March 05 2007 2 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Introduction Overview LiTrack Optimization State of LSC Impedance Extension Summary and Next Steps

3 Beam Dynamics Meeting March 05 2007 3 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Introduction Example 1

4 Beam Dynamics Meeting March 05 2007 4 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Introduction Example 2

5 Beam Dynamics Meeting March 05 2007 5 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Introduction Overview LiTrack Optimization State of LSC Impedance Extension Summary and Next Steps

6 Beam Dynamics Meeting March 05 2007 6 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Attributes of Original LiTrack Code Longitudinal phase space single bunch tracker RF acceleration Bunch compression up to 3 rd order Cavity wakes Random distributions Original Reference: P. Emma and K.L.F. Bane, LiTrack: A FAST LONGITUDINAL PHASE SPACE TRACKING CODE WITH GRAPHICAL USER INTERFACE, PAC ’05 / SLAC-PUB-11035

7 Beam Dynamics Meeting March 05 2007 7 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Extensions to LiTrack Set up by energy and momentum derivatives (“knobs”) Minimization of the longitudinal rms emittance –Constrained minimization of the longitudinal rms emittance (SQP- local convergent) –Penalty emittance minimization (GA - global convergent) –Hybridization of both algorithms Systematic distribution Longitudinal space charge impedance (in the works) Manual / Documentation (draft available / under construction)

8 Beam Dynamics Meeting March 05 2007 8 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange The New GUI Linac definitions by pics Clearly arranged panels New introduced menu bar Parameter/target choice Optimization for more than one BC system.

9 Beam Dynamics Meeting March 05 2007 9 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange The Knob Panel Known from specification: Energy adjustment Momentum chirp adjustment Symmetry tuningPrecision adjustment of tails Reference: M. Dohlus and T. Limberg, BUNCH COMPRESSION STABILITY DEPENDENCE ON RF PARAMETERS

10 Beam Dynamics Meeting March 05 2007 10 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange The GUI Pictograms Mark, no action General Bunch Compression Chicane (low angle approx.) RF Linac FIT-point (Peak current, energy, skewness, correlation coefficient and rms emittance ) End of track

11 Beam Dynamics Meeting March 05 2007 11 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Introduction Overview LiTrack Optimization State of LSC Impedance Extension Summary and Next Steps

12 Beam Dynamics Meeting March 05 2007 12 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange General Problem Description Optimization aims: Minimal longitudinal rms emittance subject to requirements Peak current Energy Symmetric current profile Positive correlation in phase space Bounds on the design variable Nonlinear Constrained Optimization Nonlinear Constraints SQPApproximation of the start values

13 Beam Dynamics Meeting March 05 2007 13 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Start Values by Genetic Algorithms Determination of start values: Global optimization (GA) Subject to Constraints Positive correlation, else Bounds on the design variable GAStart valuesSQPResult

14 Beam Dynamics Meeting March 05 2007 14 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Schema of Hybridization GA Start population SQP Result Start value Result Start population in the space of bounds Minimization of the penalty problem Constrained optimization of the real problem Analogy to Hill-Climb-Algorithm: GA finds the hill SQP searches the crest Analogy to Hill-Climb-Algorithm: GA finds the hill SQP searches the crest

15 Beam Dynamics Meeting March 05 2007 15 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Result 1 - Without Cavity Wakes Time needed: 6.8 s

16 Beam Dynamics Meeting March 05 2007 16 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Result 1- With Cavity Wakes Time needed: 79.3 s

17 Beam Dynamics Meeting March 05 2007 17 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Result 1 – Start Values by GA Without Wakes Time needed: 4.5 min

18 Beam Dynamics Meeting March 05 2007 18 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Result 2 – Without Wakes - GA Results

19 Beam Dynamics Meeting March 05 2007 19 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Result 2 – Without Wakes - SQP Results Time needed: 7.6 min

20 Beam Dynamics Meeting March 05 2007 20 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Introduction Overview LiTrack Optimization State of LSC Impedance Extension Summary and Next Steps

21 Beam Dynamics Meeting March 05 2007 21 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange New Standardized Distribution Gaussian Distribution Uniform Distribution Equidistant on z Gaussian on  Number of particles: n 2

22 Beam Dynamics Meeting March 05 2007 22 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Model Assumptions RF-Sections Constant energy gradient Compressors / Drifts Constant energy Beta function from component list in sections constant Beam size

23 Beam Dynamics Meeting March 05 2007 23 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Analytical Modes of LSC Analytical Integration Possible alternatives to analytical model : Numerical Integration Adaptive Simpson quadrature Adaptive Lobatto quadrature

24 Beam Dynamics Meeting March 05 2007 24 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Beta Function Reference: W. Decking XFEL Componentlist 3.3

25 Beam Dynamics Meeting March 05 2007 25 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Introduction Overview LiTrack Optimization State of LSC Impedance Extension Summary and Next Steps

26 Beam Dynamics Meeting March 05 2007 26 Professur für Theoretische Elektrotechnik und Numerische Feldberechnung Sebastian Lange Summary and Next Steps Summary Extension by knobs Optimization of bunch compression system New convenient GUI Implementation of systematic distribution Implementation of LSC impedance (in the works) Documentation ((permanently) under construction) Acknowledgement to Martin Dohlus and Torsten Limberg for guidance and many helpful discussions! Future Work Implementation of LSC impedances and wakes Sensitivity analysis and search for insensitive working points Improvement of the actual optimization design