WAO'18: Workshop on Accelerator Operations

Session

New Technology

S14

5 Oct 2018, 08:30

Theater (Charles B. Wang Center)

Conveners

New Technology

• Peter Schuh (SLAC)

27. Developing Machine Learning Algorithms for NSLS-II Linac with Operators

Raymond Fliller (Brookhaven National Laboratory)

05/10/2018, 08:30

Impact of New Technology for Control Room Operations

Oral

Machine Learning has proven itself as a useful technique in a variety of applications. We have used machine learning techniques to provide an RF feedforward system to the NSLS-II linac to correct for long term drifts in the system. Prior to this, the operator needed to do the correction manually. The operators participated in every aspect of the process from generating the necessary...

13. Machine Learning Algorithms in Use at SLAC

William Colocho (SLAC NAL)

05/10/2018, 08:50

Impact of New Technology for Control Room Operations

Oral

From safe self driving cars to computers that can beat a human at the TV game Jeopardy; Machine learning algorithms are infiltrating many aspects of our lives. This paper will present an overview of algorithms being used at SLAC and elsewhere. The main focus will be on design and performance of programs used by operations to reduce tuning time.