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New technologies for sensitivity improvement of current and future - - PowerPoint PPT Presentation

New technologies for sensitivity improvement of current and future gravitational-wave detectors GRAN SASSO SCIENCE INSTITUTE 17th October 2019 Francesca Badaracco What a gravitational wave is Why is it important to Astrophysics


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GRAN SASSO SCIENCE INSTITUTE

New technologies for sensitivity improvement of current and future gravitational-wave detectors

17th October 2019 Francesca Badaracco

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 1

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 1

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 1

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 1

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 1

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 1

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 1

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 1

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 Measure the change in length β†’ Measure change in phase βˆ†π‘€ ∝ β„Žπ‘€ Ξ”πœš ∝ β„Žπ‘€ 2

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 Measure the change in length β†’ Measure change in phase βˆ†π‘€ ∝ β„Žπ‘€ Ξ”πœš ∝ β„Žπ‘€ β„Ž~10 βˆ’ 21 Introduction of Fabry-Perot cavities (we indeed need interferometers 100 Km long) 𝑀~

πœ‡π‘•π‘₯ 2 = 𝑑 2𝑔𝑕π‘₯

2

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 Measure the change in length β†’ Measure change in phase βˆ†π‘€ ∝ β„Žπ‘€ Ξ”πœš ∝ β„Žπ‘€ β„Ž~10 βˆ’ 21 Introduction of Fabry-Perot cavities (we indeed need interferometers 100 Km long) 𝑀~

πœ‡π‘•π‘₯ 2 = 𝑑 2𝑔𝑕π‘₯

2

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 Measure the change in length β†’ Measure change in phase βˆ†π‘€ ∝ β„Žπ‘€ Ξ”πœš ∝ β„Žπ‘€ β„Ž~10 βˆ’ 21 Many different parts to reach the required sensitivity!!! 2

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  • What a gravitational wave is
  • Why is it important to Astrophysics
  • How does a gravitational wave detector work?

They are just like EM waves but they move in the 4D space-time modifying its structure. βˆ†π‘€ 𝑀 = 10 βˆ’ 21 Measure the change in length β†’ Measure change in phase βˆ†π‘€ ∝ β„Žπ‘€ Ξ”πœš ∝ β„Žπ‘€ β„Ž~10 βˆ’ 21 Many different parts to reach the required sensitivity!!!

To be kept in mind: when I will mention the β€˜TEST MASSES ’ I will refer to the end mirrors of the interferometer!!! Which are in free fall along the arms direction.

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Plenty of different kinds of noises

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What is Newtonian Noise (NN):

Perturbation of the gravity field due to a variation in the density (δρ) of the surrounding media. Example of NN in Virgo: 4

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# What is Newtonian Noise (NN):

Perturbation of the gravity field due to a variation in the density (δρ) of the surrounding media. Example of NN in Virgo:

What can we do about Newtonian Noise? Estimation of the noise Subtraction

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# What is Newtonian Noise (NN):

Perturbation of the gravity field due to a variation in the density (δρ) of the surrounding media. Example of NN in Virgo:

What can we do about Newtonian Noise? Estimation of the noise Subtraction

HOW?!?

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Wiener filter is the way ො 𝑦 𝑛 = ෍

𝑙=0 π‘„βˆ’1

π‘₯𝑙𝑧(𝑛 βˆ’ 𝑙)

Estimated value of the Newtonian Noise Measured signal (seismic displacement) Wiener filter coefficients Assumptions:

  • Stationary signal
  • Linear relationship: x ∝ 𝑧

Subtraction πΈπ΅π‘ˆπ΅ βˆ’ ො 𝑦

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Underground

How much deep?

Factor 10 Factor 3

Suppression up to a factor 10

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Surface

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Isotropic & Homogeneous seismic field hypothesis

+

& kP,Sa << 1

Gravitational coupling model: mirror <-> field

CPSDs between seismometers and test mass Power Spectral Density of test mass Cross Power Spectral Densities (CPSDs) between seismometers

+

Single example

OPTIMIZATION of:

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Isotropic & Homogeneous seismic field hypothesis

+

& kP,Sa << 1

Gravitational coupling model: mirror <-> field

CPSDs between seismometers and test mass Power Spectral Density of test mass Cross Power Spectral Densities (CPSDs) between seismometers

+

Single example

OPTIMIZATION of:

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Isotropic & Homogeneous seismic field hypothesis

+

& kP,Sa << 1

Gravitational coupling model: mirror <-> field

CPSDs between seismometers and test mass Power Spectral Density of test mass Cross Power Spectral Densities (CPSDs) between seismometers

+

Single example

OPTIMIZATION of:

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Succesful mission: factor 10 of reduction already with 13 seismometers per test mass

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Succesful mission: factor 10 of reduction already with 13 seismometers per test mass

Factor 10 Factor 3

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Validation:

Analytical solution for N = 1 Ξ€ Rmin = 1 𝑂 βˆ— 𝑇𝑂𝑆

Global minimum Bigger slope: NO Seismometers self noise limitation curve:

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πœ‡ = 700𝑛 β†’ Ξ” = 49𝑛

Still a factor 3

  • f reduction

N= 15 sensors

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Broadband

  • ptimization:

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Broadband

  • ptimization:

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Broadband

  • ptimization:

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Virgo end buildings are

  • complex. A fitted model is

not enough. We can base our

  • ptimization on seismic data

Virgo: Newtonian Noise from body AND surface seismic waves

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Virgo end buildings are

  • complex. A fitted model is

not enough. We can base our

  • ptimization on seismic data

Virgo: Newtonian Noise from body AND surface seismic waves

70%

Work in progress…

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Future perspectives:

  • Finishing the work on the array optimization for Virgo
  • Starting a new project on the calibration of Virgo.

Very technical thing but with important consequences on the astrophysics It will give me the chance to deeper understand the fundamental functioning of the interferometer I’ll need to collaborate with a group in France which is working on the calibration 13

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Than hank k you you for for you your atten r attention tion

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Optimization algorithms: Differential Evolution: Basin Hopping:

Rejected minima Perturbed Configuration Local minima

1) Perturbation 2) Local minimization 3) Acceptance/Rejection Metropolis Mutation Crossover Selection Stopping Criterion

(convergence of population)

Global minimum

no yes

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Rayleigh, N = 6

πœ‡ = 200𝑛 β†’ Ξ” = 20𝑛 Already limited by the self noise This entails a worse NN reduction for a degraded array configuration

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What about 4d interpolation?

Convolution theorem: CPSD (s1, s2) = <(Fx1(Ο‰)*Fx2(Ο‰))> For each seismometer take N samples in the data β†’ FFT For each sample period calculate the interpolation of the FFT(Ο‰) in the 2D space Calculate CPSD (s1, s2) = CPSD (x1,y1,x2,y2) (just one element of the matrix)

CPSD of the 30Β° sensor