High-Speed Laser Drive System Status and Upgrade Plan

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S
TATUS
 
FOR
 FAST 
DRIVE
 
LASER
SYSTEM
 
AND
 U
PGRADE
 
PLAN
Jinhao Ruan
O
UTLINE
Current status
Long train amplification
Upgrade plan
T
IME
 
STRUCTURE
fmac 1~5Hz
fb:3~9MHz
S
YSTEM
 D
IAGRAM
U
SER
 I
NTERFACE
S
YSTEM
 P
ERFORMANCE
L
ASER
 
STATUS
 M
ONITOR
QE 
SCAN
C
URRENT
 S
TATUS
Laser is up running with 3MHz pulse train and
5Hz repetition frequency
User interface is set up
The longest flat pulse could be easily up to
200~300
s. Some extensive tuning (~3-4 hours)
would be  needed  for 500~600
s long pulse train
with lower chargies.
L
ONG
 
PULSE
 
RESULT
IR
Green
UV
L
ONG
 
TRAIN
 
AMPLIFICATION
 
WITH
 
FINAL
AMPLIFIER
A
NALITIC
 M
ODEL
Rate Equation
S
IMULATION
 &E
XPERIMENT
S
IMULATION
 
AND
 
MEASUREMENT
S
IMULATION
 
AND
 M
EASUREMENT
N
EXT
 
STEP
Simulation qualitatively matched  to the
experiment result
However manual tuning is still way too
complicated
Our plan is to use machine learning process to
speed it up. With all the input and output we
hope to establish ML model to automatically
optimize the pulse train shape with and even
without analytical’s model help
U
PGRADE
 
PLAN
Our seed is fiber based very little maintenance needed
Final power amplifier is also commercial unit turn key system
The middle part is build in house. The main maintenance work
needed here. The plan is to replace with fiber system if possible
U
PGARDE
 
PLAN
Idea comes from Dave’s Laser notcher system
and also Jonathan’s OSC system
More detail can be seen from their talk
What we would like to get is a fiber-based
amplifier system can reach uJ level at 9MHz or
even higher
Right now they delivered a system can amplify
pulse to 30uJ with 250ps pulse with at 7.5MHz.
We are about to get a new system will be able to
do that at 9MHz with 10ps pulse.
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Current status of the fast drive laser system includes a running laser with a 3MHz pulse train and a 5Hz repetition frequency. The system allows for easily achieving pulse lengths up to 200-300s, with potential for longer pulses after extensive tuning. The upgrade plan involves utilizing machine learning processes to automate pulse train optimization, aiming to streamline the manual tuning process and enhance system performance.

  • Laser Drive System
  • Upgrade Plan
  • Machine Learning
  • Pulse Train Optimization
  • System Performance

Uploaded on Sep 24, 2024 | 0 Views


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  1. STATUS FOR FAST DRIVE LASER SYSTEM AND UPGRADE PLAN Jinhao Ruan

  2. OUTLINE Current status Long train amplification Upgrade plan

  3. TIME STRUCTURE fmac Intensity Bunch fb Macropulse fmac 1~5Hz fb:3~9MHz

  4. SYSTEM DIAGRAM

  5. USER INTERFACE

  6. SYSTEM PERFORMANCE

  7. LASERSTATUS MONITOR

  8. QE SCAN

  9. CURRENT STATUS Laser is up running with 3MHz pulse train and 5Hz repetition frequency User interface is set up The longest flat pulse could be easily up to 200~300 s. Some extensive tuning (~3-4 hours) would be needed for 500~600 s long pulse train with lower chargies.

  10. LONGPULSERESULT IR Green UV

  11. LONGTRAINAMPLIFICATIONWITHFINAL AMPLIFIER

  12. ANALITIC MODEL Rate Equation

  13. SIMULATION &EXPERIMENT

  14. SIMULATIONANDMEASUREMENT

  15. SIMULATIONAND MEASUREMENT

  16. NEXTSTEP Simulation qualitatively matched to the experiment result However manual tuning is still way too complicated Our plan is to use machine learning process to speed it up. With all the input and output we hope to establish ML model to automatically optimize the pulse train shape with and even without analytical s model help

  17. UPGRADEPLAN Our seed is fiber based very little maintenance needed Final power amplifier is also commercial unit turn key system The middle part is build in house. The main maintenance work needed here. The plan is to replace with fiber system if possible

  18. UPGARDEPLAN Idea comes from Dave s Laser notcher system and also Jonathan s OSC system More detail can be seen from their talk What we would like to get is a fiber-based amplifier system can reach uJ level at 9MHz or even higher Right now they delivered a system can amplify pulse to 30uJ with 250ps pulse with at 7.5MHz. We are about to get a new system will be able to do that at 9MHz with 10ps pulse.

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