SPS sextupole and octupole programmed field is significantly different to MBIand MQ waveforms, and therefore to simulate and train using Transfer learning and fine-tuning we need new waveforms that look similar to the real cycles.
Fitting models to simulated hysteresis data
Magnet parameters
Power converter limitations Power converter limitations
SFTPRO waveforms
Sextupole
Octupole
LHCPILOT waveforms
Sextupole
Octupole
AWAKE1 waveforms
Sextupole
Octupole
LHCION waveforms
Sextupole
Octupole
SFTION waveforms
Sextupole
Octupole
Waveform summary
Sextupoles go normally +/-150 A, with limits at +/- 250 A in one direction, and 70 A in the other.
Octupoles go normally +/- 3 A, with limits at +/- 200 A in one direction, and 70 A in the other. However most cycles seem to stay at 0 A.
- Simulate SPS sextupole and octupole-like waveforms [priority:: medium] [completion:: 2025-09-01]