Ternary Hybrid Materials for Highly Sensitive Acetone Sensing at Room Temperature

: The performance of a conventional metal oxide sensor (MOX) is highly dependent on its high operating temperature. Many researchers have tried to solve the problem by exploring hybrid materials. On the other hand, ternary hybrid materials have emerged as a promising class of materials with unique properties and potential applications in various ﬁelds, be it environmental or medical, such as in breath analyzers for prediabetes analysis. This article focuses on the synthesis method, characterization, and application of ternary hybrid materials for room-temperature sensors, as well as recent advances and future developments in the ﬁeld. The materials consist of three different components, metal oxide (Fe 3 O 4 ), polymer (polyaniline) and carbon-based materials (reduced graphene oxide), which were synthesized using in-situ methods. Five samples were prepared in different ratios. The properties of these materials were characterized using techniques such as X-ray diffraction (XRD), Raman, scanning electron microscope (SEM) and transmission electron microscopy (TEM). The XRD and Raman analyses showed the existence of all the individual constituents in the hybrid sample. SEM and TEM also showed a strong interaction between the constituent materials as a hybrid nanocomposite. The response and recovery time were studied against 1, 10 and 100 ppm acetone. The results show that the sample with 10 wt%Fe 3 O 4 -PANI-RGO (S2_10) has a reaction and recovery time < 32 s against the above ppm and has the highest sensing response at room temperature.


Introduction 1.Background
Breath is the largest potential source of volatile organic compounds (VOCs) and is also an important indicator of invasive or non-invasive medical diagnosis and health surveillance [1,2].More than 870 types of volatile organic compounds (VOCs) can be detected in human breath.These VOCs provide important information about metabolic abnormalities or malfunctions in the human body [2], such as cancer [3], cystic fibrosis [4] and diabetes [5,6].Diabetes is a common health problem in which patients have high blood glucose levels because the body is unable to produce sufficient amounts of insulin [5,7].Despite enormous efforts to prolong the lives of diabetics, diabetes remains the fifth leading cause of death worldwide with 1.6 million deaths [5].For early detection of diabetics, acetone gas concentration can be used as a marker to distinguish diabetics from healthy individuals.The acetone concentration in exhaled air is reported to be usually between 0.2 and 0.8 ppm in healthy people, while the threshold for diabetics is 1.8 ppm [8].
In general, gas sensors based on metal oxides are the most promising for monitoring harmful volatile organic compounds (VOCs).They are in great demand in many fields, such as climate, safety, security, and process monitoring as well as for medical devices such as respiratory gas analyzers for the pre-diagnosis of diabetes.However, due to their high operating temperature of up to over 150 • C, the performance of the sensors degrades over time [7,9].The discovery of hybrid materials generated a lot of interest in various fields.These are basically materials that consist of two or more different components and can combine the advantageous properties of each component to create new or improved functionalities [10].Over the years, the applications of hybrid materials have expanded to many fields, such as medicine [11], batteries [12], supercapacitors [13], energy storage [14,15] and sensing [16][17][18][19].
In the field of sensor technology, a good sensor should be inexpensive, reliable, stable and easy to manufacture.Hybrid materials can improve the sensitivity, selectivity, stability, and reproducibility of a sensor [20,21].Hybridization between materials is considered a promising strategy to overcome the drawbacks of organic and inorganic materials for gas sensing.It offers new or enhanced functionalities through a synergic interaction between the two phases [22][23][24].So far, different materials, such as inorganic semiconductors, metal oxides and conducting polymers, have been used to fabricate sensors with a small size, low power consumption, high sensitivity, and high reliability [16,22,[25][26][27].
By taking advantage of the hybridizing materials, the performance of the sensor can be improved.Some of the materials that can be used for hybridization with metal oxides are derivatives of graphene that is reduced to graphene oxide (RGO) and polymers such as polyaniline.The functional groups in RGO have been found to interact strongly with various gases, making RGO a promising platform for room-temperature chemical gas sensing applications [28].On the other hand, the combination of polymers with iron oxide nanoparticles has attracted much attention in conductive polymer applications due to their structures as well as their chemical and physical properties.It has been proven that the hybridization of iron oxide on the network of the polymer material results in better conductivity and magnetization by generating an electromagnetic field (EM) [17,29,30].Many researches have been carried out and have shown the advantages of inorganic compounds in the PANI matrix, especially magnetite (Fe 3 O 4 ).Fe 3 O 4 has good ferromagnetic properties and is resistant to corrosions by acidic solutions.Since Fe 3 O 4 is a hydrophobic material, chemical reactions with PANI increase its dispersions in solution.It also shows good electrical behavior when an external electric field is applied to the material [29].

Sensing Mechanism
The metal oxide gas sensor works on the principle of chemoresistance, where the gas molecules interacting with the metal oxides act either as donors or acceptors of charge carriers and change the resistance of the metal oxide.The increase or decrease in the resistance of the metal oxide thin film depends on the type of majority carriers in the semiconductor layer and the type of gas molecules (oxidizing or reducing) in the surrounding atmosphere.For n-type materials, oxidizing gases (acceptor) increase the resistance of the thin film, while reducing gases (donor) decrease the resistance, and vice versa for p-type materials [7].When the sensor is exposed to the atmosphere, oxygen is adsorbed on the surface of the metal oxide and oxidation of the oxygen molecules takes place, with the oxygen atom accepting excited electrons from the conduction band of the metal oxide and becoming oxygen ions (O − 2 O − , O 2− ), and the reaction equations are (1)-( 4) [31].The resistance of the sensor remains the same if the ambient factor remains unchanged.
Crystals 2023, 13, 845 3 of 16 In the present work, we propose the preparation of a novel active material from the ternary hybrid material Fe 3 O 4 -PANI-RGO for the detection of acetone at room temperature.To the best of our knowledge, there are papers mentioning the hybridization of the proposed materials but none addressing the application for pre-diabetes diagnosis.

Synthesis of Ternary Hybrid Nanocomposite Fe 3 O 4 -PANI-RGO
The ternary hybrid nanocomposite was prepared by an in-situ method, as shown in Figure 1, where the as-synthesized Fe 3 O 4 and PANI were first sonicated in a bath for 30 min.Then both solvents were added and mixed with the GO paste for another 1 h to ensure homogeneity.Then, 0.1 g ascorbic acid was added to the mixture and heated to 90 • C for 2 h.Finally, the product was centrifuged and washed with ethanol and water.The dry product was obtained by drying the mixture in an oven.The synthesis process is illustrated in Figure 1.Five different samples were synthesized with different weight ratios of the materials.The name and description of the samples are listed in Table 1.
In the present work, we propose the preparation of a novel active material f ternary hybrid material Fe3O4-PANI-RGO for the detection of acetone a temperature.To the best of our knowledge, there are papers mentioning the hybri of the proposed materials but none addressing the application for pre-diabetes di

Synthesis of Ternary Hybrid Nanocomposite Fe3O4-PANI-RGO
The ternary hybrid nanocomposite was prepared by an in-situ method, as s Figure 1, where the as-synthesized Fe3O4 and PANI were first sonicated in a bat min.Then both solvents were added and mixed with the GO paste for anothe ensure homogeneity.Then, 0.1 g ascorbic acid was added to the mixture and hea °C for 2 h.Finally, the product was centrifuged and washed with ethanol and wa dry product was obtained by drying the mixture in an oven.The synthesis pr illustrated in Figure 1.Five different samples were synthesized with different ratios of the materials.The name and description of the samples are listed in Tabl    Table 1.Sample name and description of the ratios used.

Thin-Film Development and Gas-Sensing Setup
Figure 2 shows the diagram of the development of the thin film on IDE and the construction of the gas sensor.A volume 1.0 µL was developed on the IDE using the drop casting method.The thin film was then dried at room temperature.For the measurement setup, the IDE chamber was connected to the outlet tube of the air and VOC and the multimeter.
Crystals 2023, 13, x FOR PEER REVIEW

Thin-Film Development and Gas-Sensing Setup
Figure 2 shows the diagram of the development of the thin film on IDE construction of the gas sensor.A volume 1.0 µL was developed on the IDE using t casting method.The thin film was then dried at room temperature.For the measu setup, the IDE chamber was connected to the outlet tube of the air and VOC multimeter.
A specially designed vapor sensor setup was used to investigate the perform the active materials at room temperature.The IDE was placed in a chamber and co to the multimeter.First, air was purged onto the Fe3O4-PANI-RGO-coated IDE then, VOC (acetone) was purged onto the IDE.The analyte from the vapor was a on the surface of the active materials, resulting in changes in the impedan capacitance of the IDE due to the polarization and realignment of molecule dielectric materials.The process was continued with the purging of air to de analyte from the surface of the active materials.The response and recovery tim monitored in real time on the connected computer.

Microstructural Analysis
The microstructural analysis of the materials was investigated by XRD.The consists of the as-synthesized Fe3O4, PANI, GO and S2_10 and is shown in Figu PANI, the peaks are found to be at 2θ: 15.1, 20.7, 25.5 and 27.3° with correspon spacings of 5.9, 4.3, 3.5, and 3.3 Ǻ, which are very similar to those in the study co by (Singu et al., 2011) [32].For graphene oxide (GO), the main peak is at abou indicating the presence of amorphous GO.The disappearance of this peak in samp indicates the complete reduction GO to RGO [33].The integration of the plane wi and PANI reveales the low crystallinity of RGO and shows a large interfacial between all the constituent materials [34,35].For Fe3O4, all peaks showed co agreement with ICDD Card No. 98-015-8746, where the strong and sharp diffractio
A specially designed vapor sensor setup was used to investigate the performance of the active materials at room temperature.The IDE was placed in a chamber and connected to the multimeter.First, air was purged onto the Fe 3 O 4 -PANI-RGO-coated IDE for 60 s, then, VOC (acetone) was purged onto the IDE.The analyte from the vapor was adsorbed on the surface of the active materials, resulting in changes in the impedance and capacitance of the IDE due to the polarization and realignment of molecules in the dielectric materials.The process was continued with the purging of air to desorb the analyte from the surface of the active materials.The response and recovery time were monitored in real time on the connected computer.

Microstructural Analysis
The microstructural analysis of the materials was investigated by XRD.The pattern consists of the as-synthesized Fe 3 O 4 , PANI, GO and S2_10 and is shown in Figure 3.For PANI, the peaks are found to be at 2θ: 15.1, 20.7, 25.5 and 27.3 • with corresponding dspacings of 5.9, 4.3, 3.5, and 3.3 Å, which are very similar to those in the study conducted by (Singu et al., 2011) [32].For graphene oxide (GO), the main peak is at about ~12.5 • , indicating the presence of amorphous GO.The disappearance of this peak in sample S2_10 indicates the complete reduction GO to RGO [33].The integration of the plane with Fe 3 O 4 and PANI reveales the low crystallinity of RGO and shows a large interfacial contact between all the constituent materials [34,35] which is in agreement with the findings reported in the literature review [35].The crystallite size of the samples was calculated using the Debye-Scherrer equation: where D is the particle size (nm), k is a constant (k = 0.94), λ is the x-ray wavelength, β is the full width at half maximum (FWHM) of the diffraction peak, and θ is the angle of diffraction.The crystallite size calculated from (Equation ( 5)) for the samples Fe 3 O 4 , PANI and S2_10 were 9.68 ± 1.9, 4.17 Crystals 2023, 13, x FOR PEER REVIEW

𝐷 = 𝑘𝜆 𝛽𝑐𝑜𝑠𝜃
where  is the particle size (nm),  is a constant ( = 0.94),  is the x-ray is the full width at half maximum (FWHM) of the diffraction peak, and  diffraction.The crystallite size calculated from (Equation ( 5)) for the sampl and S2_10 were 9.68 ± 1.9, 4.17 ± 3.2 and 9.34 ± 1.4 nm, respectively.

Raman Analysis
Raman spectroscopic analysis was performed to verify the presence RGO. Figure 4 shows two observation peaks at 1345 cm −1 and 1594 cm −1 f hybrid material sample, indicating the D and G bands of GO.While the G b to the sp2-hybridized graphitic carbon atoms in RGO, the D band is relate defects and disorder of RGO [36,37].When comparing the single constituen sample S1_10, it was found that the ID/IG decreased from 0.975 to 0.969, whi the reduction of the defect following the PANI coating [38].Two other sm sample S1_10 can be seen at 1157 and 1484 cm −1 , which represent the C-H v quinoid and semiquinone structures of PANI and show the establishment o on GO for the ternary hybrid nanocomposite material [39].

Raman Analysis
Raman spectroscopic analysis was performed to verify the presence of PANI and RGO. Figure 4 shows two observation peaks at 1345 cm −1 and 1594 cm −1 for the ternary hybrid material sample, indicating the D and G bands of GO.While the G band correlates to the sp2-hybridized graphitic carbon atoms in RGO, the D band is related to structural defects and disorder of RGO [36,37].When comparing the single constituents of RGO with sample S1_10, it was found that the I D /I G decreased from 0.975 to 0.969, which is related to the reduction of the defect following the PANI coating [38].Two other small peaks from sample S1_10 can be seen at 1157 and 1484 cm −1 , which represent the C-H vibration in the quinoid and semiquinone structures of PANI and show the establishment of a PANI chain on GO for the ternary hybrid nanocomposite material [39].

Morphological Analysis
The structure and morphology of the as-synthesized individual components PANI and RGO as well as the ternary hybrid material were investigated by SEM a analysis.Figure 5a shows the SEM image of RGO, where a clear, wrinkled sur magnification of 2 µm can be seen.Figure 5b,c show the image of PANI with porosity and a rough crystalline image of Fe3O4, respectively.The agglomeration is due to its highly magnetic properties [38].The porosity of PANI could be usefu absorption of analyte during the sensing process, as it will provide a more ac [40,41].Figure 5d-h

Morphological Analysis
The structure and morphology of the as-synthesized individual components of Fe 3 O 4 , PANI and RGO as well as the ternary hybrid material were investigated by SEM and TEM analysis.Figure 5a shows the SEM image of RGO, where a clear, wrinkled surface at a magnification of 2 µm can be seen.Figure 5b,c show the image of PANI with a high porosity and a rough crystalline image of Fe 3 O 4 , respectively.The agglomeration of Fe 3 O 4 is due to its highly magnetic properties [38].The porosity of PANI could be useful for the absorption of analyte during the sensing process, as it will provide a more active site [40,41].Figure 5d-h show the ternary hybrid nanocomposite samples of S1_5, S2_10, S3_20, S4_30 and S5_40, showing a similar morphology to the single constituent materials, with hole-like porosity evident for all concentrations of the hybrid materials.A dense PANI and Fe 3 O 4 nanomaterial is seen coated on the sheet-like RGO.This proves that PANI and Fe 3 O 4 are evenly distributed on the surface of RGO.

Morphological Analysis
The structure and morphology of the as-synthesized individual components of Fe3O4, PANI and RGO as well as the ternary hybrid material were investigated by SEM and TEM analysis.Figure 5a shows the SEM image of RGO, where a clear, wrinkled surface at a magnification of 2 µm can be seen.Figure 5b,c show the image of PANI with a high porosity and a rough crystalline image of Fe3O4, respectively.The agglomeration of Fe3O4 is due to its highly magnetic properties [38].The porosity of PANI could be useful for the absorption of analyte during the sensing process, as it will provide a more active site [40,41].Figure 5d-h show the ternary hybrid nanocomposite samples of S1_5, S2_10, S3_20, S4_30 and S5_40, showing a similar morphology to the single constituent materials, with hole-like porosity evident for all concentrations of the hybrid materials.A dense PANI and Fe3O4 nanomaterial is seen coated on the sheet-like RGO.This proves that PANI and Fe3O4 are evenly distributed on the surface of RGO.TEM analyses of the single material Fe3O4, RGO, PANI, the ternary hybrid sample S2_10 and the SAED diffraction are shown in Figure 6a-e, respectively.The singlematerial Fe3O4 shows a spherical shape with different sizes and a low aggregation with an average particle size of 6.1 ± 2.1 nm, which complements the crystallite size from XRD, as shown in Figure 7. RGO shows a common sheet-like structure with a smooth surface, which is consistent with the image from SEM.This result is similar to the study reported by Gupta et al. ( 2022) [42].PANI shows a rod-like structure due to the electrostatic interaction [41].The size of the rod-like structure is about 15-23 nm in diameter.Figure  TEM analyses of the single material Fe 3 O 4 , RGO, PANI, the ternary hybrid sample S2_10 and the SAED diffraction are shown in Figure 6a-e, respectively.The single-material Fe 3 O 4 shows a spherical shape with different sizes and a low aggregation with an average particle size of 6.1 ± 2.1 nm, which complements the crystallite size from XRD, as shown in Figure 7. RGO shows a common sheet-like structure with a smooth surface, which is con-sistent with the image from SEM.This result is similar to the study reported by Gupta et al. (2022) [42].PANI shows a rod-like structure due to the electrostatic interaction [41].The size of the rod-like structure is about 15-23 nm in diameter.Figure 6d shows sample S2_10, which has a similar structure to Fe 3 O 4 , with the spherical shape of Fe 3 O 4 incorporated with PANI uniformly located on the surface of the RGO sheet.The calculated particle size was 6.3 ± 1.8 nm.These findings support the synthesis of the ternary hybrid nanocomposite with an excellent dispersion.Figure 6e shows the selected area diffraction pattern (SAED) of sample S2_10, in which a well-defined diffraction ring can be seen in agreement with planes (200), ( 220), ( 311), ( 400), ( 422), ( 511) and ( 440), complementing the XRD result.

Sensing Analysis
Figure 8 shows the schematic diagram of the sensor mechanism.When the metal oxide sensor is placed in an environment with the presence of target gas, the target gas will react with the oxygen species on the surface of the active material (Equations ( 1)-( 4)).The interaction between the target gas and the oxygen species will create a resistance change in the sensor.For acetone, the reaction is simplified as follows [43]:

Sensing Analysis
Figure 8 shows the schematic diagram of the sensor mechanism.When the metal oxide sensor is placed in an environment with the presence of target gas, the target gas will react with the oxygen species on the surface of the active material (Equations ( 1)-( 4)).The interaction between the target gas and the oxygen species will create a resistance change in the sensor.For acetone, the reaction is simplified as follows [43]:

Sensing Analysis
Figure 8 shows the schematic diagram of the sensor mechanism.When the metal oxide sensor is placed in an environment with the presence of target gas, the target gas will react with the oxygen species on the surface of the active material (Equations ( 1)-( 4)).The interaction between the target gas and the oxygen species will create a resistance change in the sensor.For acetone, the reaction is simplified as follows [43]:  Figure 9a-c show the response and recovery time for all samples when expose to 1, 10, and 100 ppm acetone, respectively, while Figure 10a-c show the real-time response of samples S2_10 when expose to 1, 10, and 100 ppm acetone, respectively.The response time is defined as the time from the first contact of the sensor with acetone vapor, in which the sensor resistance reaches 90% of the saturated value of the resistance to acetone vapor.The recovery time is the time from which the acetone resistance returns to 10% of the baseline [44].To imitate the most common environment for the gas sensor, air was used as the carrier gas.
Crystals 2023, 13, x FOR PEER REVIEW 10 sensor resistance reaches 90% of the saturated value of the resistance to acetone va The recovery time is the time from which the acetone resistance returns to 10% of baseline [44].To imitate the most common environment for the gas sensor, air was u as the carrier gas.
( From the response in Figure 10, we can see that the resistance of the samples decreases/increases upon exposure to acetone and gradually stabilizes.The response shows a concentration-dependent behavior depending on the charge carrier [45].When p-type semiconductors meet n-type semiconductors, the holes in the p-type semiconductors diffuse into the n-type semiconductors and neutralize the free electrons, resulting in the generation of positive charges in the n-type semiconductors.This explains the emergence of a synergistic effect between the organic p-type material (PANI) and the n-type material (RGO-Fe3O4) [45,46].From our previous work, the response and recovery time of Fe3O4 to 300 ppm acetone at 300 °C was 2.19/3.6 min, respectively [47].Based on the current work, the response and recovery time are of which is shown in Figure 9, sample S1_5 had the fastest response and recovery time to 1 ppm acetone, which was 13.6 s/13.5 s, respectively.When exposed to 10 and 100 ppm acetone, sample S2_10 had a better response and recovery time compared to the other samples, with measurements of 20.8 s/17.7 s and 31.3 s/22.4 s, respectively.The performance of the sensor improves at a lower ppm of acetone and at the lower operating temperature, i.e., room temperature.This could be due to an increase in the size of the analyte site leading to an increase in the detected signal as well as the sensitivity of the sensor.One of the reasons for the increasing sensitivity is the pore that can be seen in the SEM image [48].It was reported by Abokifa et al. (2019) that the sensing at room temperature was attributed to some factors, such as the morphology, small grain size and high surface-to-volume ratio of the nanostructured sensors, as the above-mentioned mechanism (Equation ( 3)) only takes place under highoperating-temperature conditions (<200 °C) [31].In this case, 10 wt% was the optimal ratio of the ternary hybrid, as increasing the ratio above this value resulted in the response and recovery time of the sensor also increasing.However, when the concentration was further increased to 40 wt%, the response/recovery time decreased.This finding proves that adjusting the active material of the MOX sensor can affect the performance of the sensor, such as the sensitivity and the response and recovery times.
The sensing response of the sensor (S) was calculated using the following equation: From the response in Figure 10, we can see that the resistance of the samples decreases/increases upon exposure to acetone and gradually stabilizes.The response shows a concentration-dependent behavior depending on the charge carrier [45].When p-type semiconductors meet n-type semiconductors, the holes in the p-type semiconductors diffuse into the n-type semiconductors and neutralize the free electrons, resulting in the generation of positive charges in the n-type semiconductors.This explains the emergence of a synergistic effect between the organic p-type material (PANI) and the n-type material (RGO-Fe 3 O 4 ) [45,46].From our previous work, the response and recovery time of Fe 3 O 4 to 300 ppm acetone at 300 • C was 2.19/3.6 min, respectively [47].Based on the current work, the response and recovery time are of which is shown in Figure 9, sample S1_5 had the fastest response and recovery time to 1 ppm acetone, which was 13.6 s/13.5 s, respectively.When exposed to 10 and 100 ppm acetone, sample S2_10 had a better response and recovery time compared to the other samples, with measurements of 20.8 s/17.7 s and 31.3 s/22.4 s, respectively.The performance of the sensor improves at a lower ppm of acetone and at the lower operating temperature, i.e., room temperature.This could be due to an increase in the size of the analyte site leading to an increase in the detected signal as well as the sensitivity of the sensor.One of the reasons for the increasing sensitivity is the pore that can be seen in the SEM image [48].It was reported by Abokifa et al. (2019) that the sensing at room temperature was attributed to some factors, such as the morphology, small grain size and high surface-to-volume ratio of the nanostructured sensors, as the above-mentioned mechanism (Equation (3)) only takes place under high-operating-temperature conditions (<200 • C) [31].In this case, 10 wt% was the optimal ratio of the ternary hybrid, as increasing the ratio above this value resulted in the response and recovery time of the sensor also increasing.However, when the concentration was further increased to 40 wt%, the response/recovery time decreased.This finding proves that adjusting the active material of the MOX sensor can affect the performance of the sensor, such as the sensitivity and the response and recovery times.
The sensing response of the sensor (S) was calculated using the following equation: where Rg is the electrical resistance in the presence of gas, and Ra is the electrical resistance in the presence of air.The sensor response shown in Figure 11 for sample S2_10 was observed for 42 days.It shows that the response does not vary significantly.This is due to some factors, such as the ability of the analyte molecules to be adsorbed on the surface of the active materials due to the pore volume [48].This can be explained by the SEM image in Figure 5e, where the pore volume of sample S2_10 can be obviously seen on the surface of the sample.Therefore, the improvement of the pore volume has a great influence on the sensitivity of the sample [49].
OR PEER REVIEW 13 of 17 where Rg is the electrical resistance in the presence of gas, and Ra is the electrical resistance in the presence of air.The sensor response shown in Figure 11 for sample S2_10 was observed for 42 days.It shows that the response does not vary significantly.This is due to some factors, such as the ability of the analyte molecules to be adsorbed on the surface of the active materials due to the pore volume [48].This can be explained by the SEM image in Figure 5e, where the pore volume of sample S2_10 can be obviously seen on the surface of the sample.Therefore, the improvement of the pore volume has a great influence on the sensitivity of the sample [49].Figure 12 shows the sensory response of all samples when exposed to 1000 ppm formaldehyde, ethanol and acetone.It can be seen that sample S1_5 reacts more strongly to formaldehyde, while samples S2_10, S3_20 and S4_30 react three times more strongly to acetone compared to formaldehyde and ethanol.From this, we can conclude that sample S2_10 has a high response to acetone and is suitable for breath analyzers for prediabetic diagnosis.Figure 12 shows the sensory response of all samples when exposed to 1000 ppm formaldehyde, ethanol and acetone.It can be seen that sample S1_5 reacts more strongly to formaldehyde, while samples S2_10, S3_20 and S4_30 react three times more strongly to acetone compared to formaldehyde and ethanol.From this, we can conclude that sample S2_10 has a high response to acetone and is suitable for breath analyzers for prediabetic diagnosis.

Conclusions
In general, the ternary hybrid nanocomposite materials were synthesi investigated for their sensing capability.The reaction and recovery time of the hybrid material was studied for 1, 10 and 100 ppm acetone.The fastest respo recovery time for the lowest ppm of acetone was confirmed for sample S1_5.How the concentration increased, the sensor response also increased.In this case, samp reacted the most to acetone vapor compared to the other samples.This could b several reasons, such as the depletion layer, the available active sites and the thic samples cast on IDE.This shows that concentration is dependent on the perf of the sensor.However, further studies need to be carried out to investigate the c and physical properties of the active materials, so that modifications can be further reduce the reaction and recovery times and improve the sensitivity of the

Conclusions
In general, the ternary hybrid nanocomposite materials were synthesized and investigated for their sensing capability.The reaction and recovery time of the ternary hybrid material was studied for 1, 10 and 100 ppm acetone.The fastest response and recovery time for the lowest ppm of acetone was confirmed for sample S1_5.However, as the concentration increased, the sensor response also increased.In this case, sample S2_10 reacted the most to acetone vapor compared to the other samples.This could be due to several reasons, such as the depletion layer, the available active sites and the thickness of the samples cast on IDE.This shows that concentration is dependent on the performance of the sensor.However, further studies need to be carried out to investigate the chemical and physical properties of the active materials, so that modifications can be made to further reduce the reaction and recovery times and improve the sensitivity of the sensor.

Figure 1 .
Figure 1.Synthesis process of ternary hybrid materials.

Figure 1 .
Figure 1.Synthesis process of ternary hybrid materials.

Figure 4 .
Figure 4. Raman analysis of the single constituents and the ternary hybrid nanocomposite of sample S2_10.
show the ternary hybrid nanocomposite samples of S1_5 S3_20, S4_30 and S5_40, showing a similar morphology to the single constituent m with hole-like porosity evident for all concentrations of the hybrid materials.PANI and Fe3O4 nanomaterial is seen coated on the sheet-like RGO.This proves th and Fe3O4 are evenly distributed on the surface of RGO.

Figure 4 .
Figure 4. Raman analysis of the single constituents and the ternary hybrid nanocomposite material of sample S2_10.

Figure 4 .
Figure 4. Raman analysis of the single constituents and the ternary hybrid nanocomposite material of sample S2_10.

CH3CFigure 8 .
Figure 8.The mechanism of the sensor towards acetone vapor.

Figure
Figure 9a-c show the response and recovery time for all samples when expose to 1, 10, and 100 ppm acetone, respectively, while Figure 10a-c show the real-time response of samples S2_10 when expose to 1, 10, and 100 ppm acetone, respectively.The response time is defined as the time from the first contact of the sensor with acetone vapor, in which the

Figure 7 .
Figure 7. Crystallite size and particle comparison from XRD and TEM respectively.

CH 3 C 17 Figure 7 .
Figure 7. Crystallite size and particle comparison from XRD and TEM respectively.

CH3CFigure 8 .
Figure 8.The mechanism of the sensor towards acetone vapor.

FigureFigure 8 .
Figure 9a-c show the response and recovery time for all samples when expose to 1, 10, and 100 ppm acetone, respectively, while Figure 10a-c show the real-time response of samples S2_10 when expose to 1, 10, and 100 ppm acetone, respectively.The response time is defined as the time from the first contact of the sensor with acetone vapor, in which the

Figure 10 .
Figure 10.The response of IDE sensor of all samples to (a) 1, (b) 10 and 100 ppm acetone, respectively.

Figure 11 .
Figure 11.The stability of all samples to 1 ppm acetone at room temperature for seven weeks.

Figure 11 .
Figure 11.The stability of all samples to 1 ppm acetone at room temperature for seven weeks.

Figure 12 .
Figure 12.The selectivity response of the IDE sensor to 1000 ppm formaldehyde, eth acetone at room temperature.

Figure 12 .
Figure 12.The selectivity response of the IDE sensor to 1000 ppm formaldehyde, ethanol and acetone at room temperature.

Table 1 .
Sample name and description of the ratios used.