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Faculté Polytechnique Detection of Antibiotics with Molecularly Imprinted Polymers: Hugues Charlier [email protected] November 2020 ALLSENSORS 2020 Theoretical Understanding of Detection Mechanisms using EIS and Molecular Dynamics

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Page 1: Exemple de titre - IARIA

Faculté Polytechnique

Detection of Antibiotics with MolecularlyImprinted Polymers:

Hugues [email protected]

November 2020

ALLSENSORS 2020

Theoretical Understanding of DetectionMechanisms using EIS and MolecularDynamics

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Université de Mons

Sensors for a Practical Implementation

2

Antimicrobial resistance

Primary infection

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Sensors for a Practical Implementation

2

Antimicrobial resistance

Inadequate antibiotic treatment or bacterial

resistance mutation

Primary infection

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 4: Exemple de titre - IARIA

Université de Mons

Sensors for a Practical Implementation

2

Antimicrobial resistance

Proliferation of resistant bacteria

Inadequate antibiotic treatment or bacterial

resistance mutation

Primary infection

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Sensors for a Practical Implementation

2

Antimicrobial resistance

Solution : limit the amount of antibiotic used

Proliferation of resistant bacteria

Inadequate antibiotic treatment or bacterial

resistance mutation

Primary infection

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 6: Exemple de titre - IARIA

Université de Mons

Sensors for a Practical Implementation

2

Antimicrobial resistance

Solution : limit the amount of antibiotic used

Proliferation of resistant bacteria

Inadequate antibiotic treatment or bacterial

resistance mutation

Primary infection

Hugues Charlier ([email protected]) – ALLSENSORS 2020

Widely used in the food industry

Must be controlled

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Sensors for a Practical Implementation

2

Antimicrobial resistance

Solution : limit the amount of antibiotic used

Proliferation of resistant bacteria

Inadequate antibiotic treatment or bacterial

resistance mutation

Primary infection

Hugues Charlier ([email protected]) – ALLSENSORS 2020

Widely used in the food industry

Must be controlled

Case of PenG in milk :

MRL fixed by European Union at 4 ppb

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Analyte

Transduction Mechanisms

3

Suitable measurement techniques must consumeas few energy as possible

Conductivity measurements

Ω

R1

R2Sensitive

layer

Insulating Substratee-

e-

Gold

Electrode

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Analyte

Transduction Mechanisms

3

Suitable measurement techniques must consumeas few energy as possible

Conductivity measurements

Ω

R1

R2Sensitive

layer

Insulating Substratee-

e-

Gold

Electrode

Sensitive Material should be :

• Semi-conductor

• Sensitive to the target molecule

• Easily processible

• Allowing low energy measurement

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

Page 10: Exemple de titre - IARIA

Université de Mons

Analyte

Transduction Mechanisms

3

Suitable measurement techniques must consumeas few energy as possible

Conductivity measurements

Ω

R1

R2Sensitive

layer

Insulating Substratee-

e-

Gold

Electrode

Sensitive Material should be :

• Semi-conductor

• Sensitive to the target molecule

• Easily processible

• Allowing low energy measurement

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Conducting Polymers

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Conducting Polymers

4

Polymers are usually considered as insulator

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Usually materials are separated in three main groups according to their conducting properties

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Conducting Polymers

4

Polymers are usually considered as insulator

(Semi)Conducting properties only for conjugated polymers

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Doping for Conducting Polymers

5

However usually considered as insulators, some polymers can carry charg

(De)doping possibilities allow to modify physical properties of the sensitive material

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

By doping, it is possible to significantly increasethe polymer conductivity

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Doping for Conducting Polymers

5

However usually considered as insulators, some polymers can carry charg

(De)doping possibilities allow to modify physical properties of the sensitive material

Sensitive Not Selective

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

By doping, it is possible to significantly increasethe polymer conductivity

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

How to Solve Selectivity Issue ?

6

Molecularly Imprinted Polymer (MIP) :Target molecule integrated in polymer matrix

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

How to Solve Selectivity Issue ?

6

Highly adaptable, just need to change the template

Significantly increase of selectivity

Molecularly Imprinted Polymer (MIP) :Target molecule integrated in polymer matrix

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Sensitive Layer Synthesis

7

Functional monomer : Pyrrole carboxilic acid

Crosslinker :Pyrrole

H

Target molecule / Template: Peniciline G

Penicillin G is chosen as template molecule

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Sensitive Layer Synthesis

7

Penicillin G is chosen as template molecule

Schematic Representation

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Sensitive Layer Synthesis

7

pH modification

Temperature adjustment

Penicillin G is chosen as template molecule

Schematic Representation

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Sensitive Layer Synthesis

7

pH modification

Oxidant addition

Temperature adjustment

Penicillin G is chosen as template molecule

Schematic Representation

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Sensitive Layer Synthesis

7

Immersion in extraction solution

Penicillin G is chosen as template molecule

Schematic Representation

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

IDE on PET

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Sensitive Layer Synthesis

7

Immersion in extraction solution

Penicillin G is chosen as template molecule

Schematic Representation

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

IDE on PET

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

8

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

2000 molecules of

Water

15 molecules of Pyrrole

Hugues Charlier ([email protected]) – ALLSENSORS 2020

Conception of boxes

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

8

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

2000 molecules of

Water

7 molecules of Pyrrole-3-

carboxylic acid

15 molecules of Pyrrole

Hugues Charlier ([email protected]) – ALLSENSORS 2020

Conception of boxes

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

8

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

1 molecule of PenG

2000 molecules of

Water

7 molecules of Pyrrole-3-

carboxylic acid

15 molecules of Pyrrole

Hugues Charlier ([email protected]) – ALLSENSORS 2020

Conception of boxes

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

9

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

Homogenization

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

10

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

Back to ambient conditions

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

11

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

System analysis

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

11

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

System analysis

Page 30: Exemple de titre - IARIA

Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

11

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

System analysis

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

11

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

System analysis

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

11

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

For 1 PenG molecule :

11 < Py < 15

4 < PyCOOH < 10

Hugues Charlier ([email protected]) – ALLSENSORS 2020

System analysis

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

11

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

For 1 PenG molecule :

11 < Py < 15

4 < PyCOOH < 10

Experimentally

Hugues Charlier ([email protected]) – ALLSENSORS 2020

System analysis

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Université de Mons

Polymerization solution optimization

Molecular Dynamics Simulations

11

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

For 1 PenG molecule :

11 < Py < 15

4 < PyCOOH < 10

Experimentally

Hugues Charlier ([email protected]) – ALLSENSORS 2020

System analysis

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Université de Mons

Application of alternative current,in a 3-electrode system, atvariable frequency allowing topoint out different kind ofinterfacial reaction.

Electrochemical Impedance Spectroscopy

12

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Electrochemical Impedance Spectroscopy

13

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

NIPMIP

Ph

ase

Mag

nit

ud

e

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Electrochemical Impedance Spectroscopy

13

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

NIPMIP

Ph

ase

Mag

nit

ud

e

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Electrochemical Impedance Spectroscopy

13

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Idea :

Develop an electric equivalent circuit whoseelements parameters are equivalent to physicalproperties of the real system.

Impedance Spectroscopy Models

14Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Idea :

Develop an electric equivalent circuit whoseelements parameters are equivalent to physicalproperties of the real system.

Impedance Spectroscopy Models

14Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 41: Exemple de titre - IARIA

Université de Mons

Idea :

Develop an electric equivalent circuit whoseelements parameters are equivalent to physicalproperties of the real system.

Impedance Spectroscopy Models

14Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 42: Exemple de titre - IARIA

Université de Mons

Idea :

Develop an electric equivalent circuit whoseelements parameters are equivalent to physicalproperties of the real system.

Impedance Spectroscopy Models

14Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 43: Exemple de titre - IARIA

Université de Mons

Idea :

Develop an electric equivalent circuit whoseelements parameters are equivalent to physicalproperties of the real system.

Impedance Spectroscopy Models

14Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Time Constant

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Université de Mons

Idea :

Develop an electric equivalent circuit whoseelements parameters are equivalent to physicalproperties of the real system.

Impedance Spectroscopy Models

14Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 45: Exemple de titre - IARIA

Université de Mons

Idea :

Develop an electric equivalent circuit whoseelements parameters are equivalent to physicalproperties of the real system.

Impedance Spectroscopy Models

14Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 46: Exemple de titre - IARIA

Université de Mons

Idea :

Develop an electric equivalent circuit whoseelements parameters are equivalent to physicalproperties of the real system.

Impedance Spectroscopy Models

14Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Obtained fitting results at 0 ppb :

Fitting Results on Different Sensors

15Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Obtained fitting results at 0 ppb :

Fitting Results on Different Sensors

15Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

50

500

5000

50000

500000

1E-02 1E-01 1E+00 1E+01 1E+02 1E+03 1E+04 1E+05

Ma

gn

itu

de

(Oh

m)

Frequency (Hz)

pH 3.2 pH 3.2 fitted

pH 2.25 pH 2.25 fitted

pH 1.5 pH 1.5 fitted

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Université de Mons

Obtained fitting results at 0 ppb :

Fitting Results on Different Sensors

15Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

0

10

20

30

40

50

60

70

80

1E-02 1E-01 1E+00 1E+01 1E+02 1E+03 1E+04 1E+05

Ph

ase

Frequency (Hz)

pH 3.2 pH 3.2 fitted

pH 2.25 pH 2.25 fitted

pH 1.5 pH 1.5 fitted

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Université de Mons

Obtained fitting results for a single sensor :

Fitting Results at Different PenG Concentrations

16Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 51: Exemple de titre - IARIA

Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

17

Fitting Parameters Variation

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 52: Exemple de titre - IARIA

Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

17

Fitting Parameters Variation

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

17

Fitting Parameters Variation

Ws - Finite Length Warburg

𝑍 = 𝑅 ∙tanh 𝑗 ∙ 𝑇 ∙ ω 𝑃

𝑗 ∙ 𝑇 ∙ ω 𝑃

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

17

Fitting Parameters Variation

Ws - Finite Length Warburg

𝑍 = 𝑹 ∙tanh 𝑗 ∙ 𝑻 ∙ ω 𝑷

𝑗 ∙ 𝑻 ∙ ω 𝑷

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

17

Fitting Parameters Variation

Ws - Finite Length Warburg

𝑍 = 𝑹 ∙tanh 𝑗 ∙ 𝑻 ∙ ω 𝑷

𝑗 ∙ 𝑻 ∙ ω 𝑷

Resistive Parameter

𝑻 =𝑳𝟐

𝑫with L, the diffusion Thickness and D, the effective diffusion coefficient

Diffusion parameter (0<P<1)

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Page 56: Exemple de titre - IARIA

Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

18

Fitting Parameters Variation

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

18

Fitting Parameters Variation

Getting close to a one dimension diffusion

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

18

Fitting Parameters Variation

Getting close to a one dimension diffusion

Diffusion thickness ↘

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Main variations of the fitting parameters with an increase of PenG concentration :

18

Fitting Parameters Variation

Getting close to a one dimension diffusion

Diffusion thickness ↘

Ppy/PBS charge transfer resistance ↗

Hugues Charlier ([email protected]) – ALLSENSORS 2020

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

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Université de Mons

Conclusions

19

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Theoretical optimization of the composition ofthe polymerization solution

Determination of the variation of physicalparameters of the sensitive layer during thedetection

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

❑ Further investigations on the polymerization solution composition

❑ Model the extraction phenomenon

❑ Model the detection phenomenon

❑ Perform DFT analysis (in order to verify optical measurement results)

Prospects

20

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020

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Université de Mons

Thanks for your attention

21

INTRODUCTION | THEORETICAL REMINDERS | SENSORS’ CONCEPTION | MODELING | SENSORS’ PERFORMANCE | CONCLUSION AND PROSPECTS

Hugues Charlier ([email protected]) – ALLSENSORS 2020