30 August 2022 to 12 September 2022
Conference venue: OAC conference center, Kolymbari, Crete, Greece. The conference will take place in Crete in physical form, however participation is also possible via internet
Europe/Athens timezone
"Second MODE Workshop on Differentiable Programming for Experiment Design" following after ICNFP2022 (https://indico.cern.ch/event/1145124/)

Optimal control of a radiation pressure limited opto-mechanical resonator

9 Sept 2022, 11:40
20m
Room 3

Room 3

Speaker

Laura Giacoppo

Description

The proposal of this work is the use of a highly sophisticated mechanical control for an optomechanical resonator, based on Pontryagin’s optimal control theory. The optomechanical device is a tabletop suspended interferometer designed to be radiation pressure limited in the frequency band of the ground-based gravitational waves detectors, to provide both a source of squeezed states by ponderomotive effect, for a broadband quantum noise reduction, and a suitable test bench for the optimal control algorithm we propose. The optimal control problem is analysed considering optomechanical interaction models already described in the literature. Indeed, a crucial point for this type of device is the mirror motion due to external mechanical disturbances, such as vibration and acoustic noise, which can bring the interferometer out of its working point. Moreover, the nonlinear optomechanical coupling generates the emergence of spurious frequencies in the reflected light spectrum, with respect to the monochromatic incoming laser spectrum.
The control force on the mirrors, operated by electromagnets, must be effective in reducing the noise and possible nonlinearities. To this aim, we will apply Pontryagin’s approach to develop an integro-differential model that can be used to build an adequate and optimized control system, which can be implemented and tested in our small-scale suspended interferometer.

Details

Ms. Laura Giacoppo, INFN-Roma1 and University of Rome "La Sapienza", Italy

Is this abstract from experiment? Yes
Name of experiment and experimental site Suspended Interferometer for Ponderomotive Squeezing
Is the speaker for that presentation defined? Yes
Internet talk Yes

Author

Laura Giacoppo

Co-authors

Prof. Antonio Carcaterra (University of Rome "La Sapienza") Ettore Majorana (INFN - National Institute for Nuclear Physics) Sibilla Di Pace

Presentation materials