MAESTRO -- A Model and Expert System Tuning Resource for Operators
Conference
·
OSTI ID:5088337
We have developed MAESTRO, a Model And Expert System Tuning Resource for Operators. It provides a unified software environment for optimizing the performance of large, complex machines, in particular the Advanced Test Accelerator and Experimental Test Accelerator at Lawrence Livermore National Laboratory. The system incorporates three approaches to tuning: a mouse-based manual interface to select and control magnets and to view displays of machine performance; an automation based on cloning the operator'' by implementing the strategies and reasoning used by the operator; an automation based on a simulator model which, when accurately matched to the machine, allows downloading of optimal sets of parameters and permits diagnosing errors in the beamline. The latter two approaches are based on the Artificial Intelligence technique known as Expert Systems. 4 refs., 4 figs.
- Research Organization:
- Lawrence Livermore National Lab., CA (USA)
- Sponsoring Organization:
- DOD; DOE/DP
- DOE Contract Number:
- W-7405-ENG-48
- OSTI ID:
- 5088337
- Report Number(s):
- UCRL-102060; CONF-891094--13; ON: DE90006775; CNN: W43-GBL-D-5007
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
43 PARTICLE ACCELERATORS
430303* -- Particle Accelerators-- Experimental Facilities & Equipment
99 GENERAL AND MISCELLANEOUS
990200 -- Mathematics & Computers
ACCELERATORS
ACCURACY
AUTOMATION
COMPUTER CODES
COMPUTER OUTPUT DEVICES
COMPUTER-GRAPHICS DEVICES
COMPUTERIZED SIMULATION
DATA PROCESSING
DESIGN
DISPLAY DEVICES
EXPERT SYSTEMS
IMAGE PROCESSING
IMPLEMENTATION
M CODES
MAN-MACHINE SYSTEMS
OPTIMIZATION
PERFORMANCE TESTING
PLANNING
PROCESSING
SIMULATION
TESTING
TUNING
430303* -- Particle Accelerators-- Experimental Facilities & Equipment
99 GENERAL AND MISCELLANEOUS
990200 -- Mathematics & Computers
ACCELERATORS
ACCURACY
AUTOMATION
COMPUTER CODES
COMPUTER OUTPUT DEVICES
COMPUTER-GRAPHICS DEVICES
COMPUTERIZED SIMULATION
DATA PROCESSING
DESIGN
DISPLAY DEVICES
EXPERT SYSTEMS
IMAGE PROCESSING
IMPLEMENTATION
M CODES
MAN-MACHINE SYSTEMS
OPTIMIZATION
PERFORMANCE TESTING
PLANNING
PROCESSING
SIMULATION
TESTING
TUNING