Using Artificial Immune Systems to Sort and Shim Insertion Devices at Diamond Light Source
نویسندگان
چکیده
Abstract This work presents the Opt-ID software developed by Rosalind Franklin Institute (RFI) and Diamond Light Source (DLS) in collaboration with Helmholtz-Zentrum Berlin (HZB). allows for efficient simulation of synchrotron Insertion Devices (ID) B fields produced a given arrangement candidate magnets. It provides an optimization framework built on Artificial Immune System (AIS) algorithm swapping adjusting magnets within ID to observe how these changes would affect magnetic field real-world device, guiding builders steps they should take during tuning. Code is provided open-source under Apache-2.0 License Github: https://github.com/rosalindfranklininstitute/Opt-ID
منابع مشابه
The Initial Insertion Devices for the Diamond Light Source
The first eight DIAMOND beamlines have now been agreed. Insertion devices must be tailored to meet the needs of each of these beamlines and so it is now clear what form the first insertion devices for DIAMOND will take. Six of the devices will be short period, small gap undulators designed to reach between approximately 5 to 20 keV with the use of high harmonics. Four of these devices will take...
متن کاملSemantic Preserving Data Reduction using Artificial Immune Systems
Artificial Immune Systems (AIS) can be defined as soft computing systems inspired by immune system of vertebrates. Immune system is an adaptive pattern recognition system. AIS have been used in pattern recognition, machine learning, optimization and clustering. Feature reduction refers to the problem of selecting those input features that are most predictive of a given outcome; a problem encoun...
متن کاملStatus of the Diamond Insertion Devices
Seven insertion devices must be provided for the first DIAMOND beamlines on Day 1 of operations. A variety of devices have been selected, including four short period in-vacuum undulators, one 5m conventional planar undulator, one 5m helical undulator and a 3.5T superconducting wiggler. Construction of several of these devices will soon commence. This paper will detail the magnetic solutions tha...
متن کاملMagnetic Performance of Insertion Devices at the Advanced Photon Source
The insertion devices (IDs) at the Advanced Photon Source have been magnetically tuned to minimize the integrals of the field through the devices and to minimize the variation of those integrals with gap, with a goal of not perturbing the stored particle beam. Measurements of the particle beam motion as the ID gap was changed found that the closed-orbit distortion was better than the requiremen...
متن کاملInsertion Device Controls at the Swiss Light Source
In the initial phase of the Swiss Light Source (SLS), four insertion devices (ID) will be installed for the first four beamlines. The control system for all the ID’s follows, where possible, a uniform concept to allow a rapid installation schedule, while at the same time allowing for a variety in operational requirements. The components of the control system include the gap drive system with en...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of physics
سال: 2022
ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']
DOI: https://doi.org/10.1088/1742-6596/2380/1/012022