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Proceeding Paper

Printable Chemoresistive Sensor Based on PrFeTiO5 Solid Solution for Acetone Detection †

1
Department of Physics and Earth Sciences, University of Ferrara, 44122 Ferrara, Italy
2
National Research Council (CNR), Institute for Nanostructured Materials (ISMN), 40129 Bologna, Italy
3
Laboratory of Physical-Chemistry of Applied Materials, Department of Chemistry, Faculty of Sciences Ben M’Sik, University Hassan II of Casablanca, Casablanca 20670, Morocco
4
Department of Civil, Environmental, Architectural Engineering and Mathematics (DICATAM), Università degli Studi di Brescia, 25123 Brescia, Italy
5
Laboratory of Inorganic Materials for Sustainable Energy Technologies, Mohammed VI Polytechnic University (UM6P), Lot 660-Hay Moulay Rachid, Ben Guerir 43150, Morocco
*
Author to whom correspondence should be addressed.
Presented at the 12th International Electronic Conference on Sensors and Applications, 12–14 November 2025; Available online: https://sciforum.net/event/ECSA-12.
Eng. Proc. 2025, 118(1), 48; https://doi.org/10.3390/ECSA-12-26592
Published: 7 November 2025

Abstract

Acetone necessitates reliable detection for the sake of both industrial and environmental safety. Metal oxides are widely used as functional materials for the development of gas sensors because techniques like nanostructure modification, doping, and solid solution formation can enhance their sensitivity and selectivity by tuning structural and electronic properties. This study developed PrFeTiO5 nanostructures, synthesized via the solid-state reaction for acetone sensing. The sensor demonstrated a high response to acetone at an operating temperature of 400 °C, with a low influence of humidity, displaying outstanding selectivity towards acetaldehyde, NH3, H2, CO, and CO2, making it suitable across various applications.

1. Introduction

Volatile organic compounds (VOCs) are increasingly of concern in environmental, industrial, and health applications [1]. Among these, acetone stands out as a noninvasive diabetes biomarker [2]. Despite the high precision of analytical techniques like gas chromatography–mass spectrometry to monitor VOCs, they are expensive, time-consuming, and not portable. This has propelled the need for small, cheap, and very selective chemoresistive gas sensors [3].
Nanostructured metal oxides (MOXs) such as SnO2, WO3, In2O3, and Fe2O3 have been extensively investigated as functional materials for solid-state gas sensor development. Nevertheless, there is still a persistent demand in the market for chemoresistive gas sensors that offer enhanced material control to achieve better gas sensitivity, improved long-term stability, and more precise detection capabilities under varying environmental conditions across diverse application scenarios. The results are particularly significant with regard to solid solution mixtures of MOX materials [4,5,6]. This strategy allows alteration of the structural and electronic properties of MOX lattices, to improve their gas sensitivity and selectivity. Rare-earth-based oxides have proved promising for improving gas sensitivity, although they are less explored than transition metals [7,8,9]. Specifically, the compounds that contain praseodymium, including PrFeO3 [10], are highly sensitive to acetone, although they are prone to humidity interference. This effect can be minimized through the addition of titanium (Ti) to the oxide lattice, which restricts the development of surface hydroxyl groups, which compete with the adsorption of target gases [11,12]. Although the roles of these elements have been identified, the use of new Pr-based solid solutions for highly selective acetone detection has not been extensively studied. This paper fills this gap through the study of PrFeTiO5 as a new sensing material that can undergo reliable and selective acetone detection.

2. Materials and Methods

Synthesis of PrFeTiO5
PrFeTiO5 was synthesized by mixing, in stoichiometric proportions (1:1:1 molar ratio of Pr:Fe:Ti in the final compound), praseodymium oxide (Pr6O11), iron (III) oxide (Fe2O3), and titanium dioxide (TiO2) by the solid-state reaction method. All chemicals were purchased from sigma-Aldrich (Casablanca/Morocco) In order to obtain a high-purity phase, the mixture was heated in an open-air muffle furnace up to 1200 °C over 24 h [13].
Materials’ and Functional Films’ Characterization
The structural, morphological, and compositional characteristics of the samples were studied using scanning electron microscopy (SEM), high-resolution transmission electron microscopy (HRTEM), and X-ray powder diffraction (XRPD).
Investigations were conducted into the morphology and homogeneity of both powders and screen-printed sensing films using a Zeiss LEO 1530 FEG SEM (manufactured by Carl Zeiss, located in Oberkochen, Germany) along with an Oxford Instruments INCA 250 EDS system for performing elemental analysis. The PrFeTiO5 sample was prepared as a cross-sectional lamella through Ga-ion focused ion beam milling within a ZEISS Crossbeam 340 dual-beam FIB–SEM system and subsequently analyzed using a TECNAI F20 TEM at 200 kV in both HRTEM and STEM–EDS modes.
XRPD analyses were performed on a Bruker D8 Advance Da Vinci diffractometer (manufactured by Bruker, Karlsruhe, Germany), which employed CuKα radiation and a LynxEye XE silicon strip detector in a Bragg–Brentano geometry configuration. Samples were mounted on a zero-background holder with a knife-edge placed to decrease air scattering, and measurements were taken at room temperature over a 2θ range of 3–120°, with a step size of 0.02° and a counting time of 2 s per step. Phase identification was performed using EVA version 6.0, and Rietveld refinement was carried out with TOPAS version 5.0, as provided by Bruker.
Film deposition and sensor development
The synthesized powders were mixed with α-terpineol, ethyl cellulose, and silica to create uniform pastes for sensor development [14]. In this formulation, α-terpineol (a mixture of isomers with a purity of more than 96% from Sigma-Aldrich (St. Louis, MO, USA) and a 5% w/w solution of ethyl cellulose in an 80:20 toluene/ethanol mixture (from Sigma-Aldrich, measured at 25 °C) served as the binders and solvent. The organic content was adjusted between 50 and 80% by weight, with silica added in the range of 0.5–1% by weight. The addition of silica improved adhesion within the nanostructured material and between the sensing layer and the alumina substrate.
The paste was then deposited using an AUREL C920 screen printer onto the alumina substrate containing interdigited gold electrodes on the front surface for electrical measurements (Figure 1a) and a platinum heater mounted on the back side for thermal activation (Figure 1b). The printed films featured an active area of roughly 1 mm2 and a thickness of 20–30 μm.
After the deposition process, the sensors were heat-treated at 650 °C in air for 2 h to enhance grain connectivity, ensure structural stability during operation, eliminate residual organic compounds, and increase the bond strength between the film and the substrate.
The device was packaged using thermo-compression wedge bonding of four contacts to the commercially available TO-39 support with 0.06 mm diameter gold wire. The packaged sensor was then integrated into the measurement system.
Gas Sensing Measurements
The sensing performance of the sensor was assessed with a specially designed setup that included a sealed gas test chamber with a volume of 622 cm3 and a data acquisition system. A central gas diffuser was situated within the chamber, while a series of mass-flow controllers regulated the total gas flow at a constant rate of 500 sccm. Monitoring of temperature and relative humidity (RH%) was carried out using a commercially available LM35 temperature sensor and a Honeywell HIH-4000 humidity sensor. The chamber temperature was maintained constant at 25 °C within a climatic box to ensure consistent testing conditions. A constant bias voltage of 5 volts was applied across the interdigitated electrodes to characterize the sensor electrically. The output voltage (Vout) was measured across a series load resistor (Rf) using an operational amplifier-based circuit. The sensor’s resistance (Rs) was subsequently calculated as
R S = R f . V i n V o u t
and its corresponding sensor conductance (Gs) was obtained as its direct reciprocal.
G S = 1 R s = V o u t R f . V i n
The measured voltage signal is therefore directly proportional to the sensing layer’s conductance [15]. Then, for an n-type MOX sensor, the response to a reducing gas is defined as
R = ( G g a s G a i r ) / G a i r
where Ggas and Gair are the conductance values in the presence of testing gas and synthetic air, respectively.
The experimental measurements were arranged as follows.
Operating temperature: The operating temperature is an important parameter that can be used to tune and optimize the sensing performance of MOX-based gas sensors, because it influences the surface reaction kinetics, charge transfer process, and overall performance of gas sensors. The response of the PrFeTiO5 sensor to 5 ppm acetone was tested at different working temperatures between 350 °C and 450 °C.
Sensitivity to acetone: The conductance variation of sensing film was studied with acetone concentrations of 5, 10, 25, and 50 ppm in both dry (2 RH %) and humid (17 RH%) conditions.
Calibration curves: The response vs. the acetone concentration was assessed in dry and wet (17 RH%) atmospheres.
Humidity effect: To study the influence of humidity on the sensor’s response, different mixtures of dry and wet air were used to adjust the relative humidity inside the test chamber over a range of 2–41 RH%. Throughout the measurements the acetone concentration was maintained at 10 ppm.
Selectivity: The selection of interferents was made to reflect the possible co-existence of gases in industry applications, while also covering a range of chemical functional groups to assess cross-sensitivity. The sensor’s selectivity was evaluated by exposing it to concentrations of 100 ppm H2, 25 ppm NH3, 1200 ppm CO2 and 25 ppm of CO, which were chosen in accordance with TLV-TWA guidelines and the relevant literature data on environmental gases.

3. Results and Discussion

Structural, Morphological, and Chemical Characterization
The morphology of a synthesized solid solution as seen by SEM is shown in Figure 2a, where compact micrometer-sized grains emerge during coalescence at 1200 °C. As a result of the screen printing, the substrate was uniformly covered by the PrFeTiO5 thick film (Figure 2b).
Figure 2c shows HRTEM images of large single-crystal domains with distinct grain boundaries. The X-ray diffraction patterns in Figure 2d confirm PrFeTiO5 as the main crystalline phase (84.4 wt%) with significant crystallinity.
Gas Sensing Performance
Operating temperature: The conductance of the functional film below 350 °C was too low to be measured using the available data acquisition system (Figure 3a). The response increased with temperature, with a maximum at 400 °C, at which point surface reactivity and adsorption time were in balance. Above this point, reduced interaction time resulted in a decrease in response, confirming that 400 °C is the optimal operating temperature.
Sensitivity to acetone: The conductance of an n-type semiconductor increases when exposed to acetone, a reducing gas, due to its interaction with adsorbed oxygen, which releases electrons into the semiconductor’s conduction band. Figure 3b,c show a progressive increase in conductance as acetone concentration rises from 5 to 50 ppm, with stabilization at each concentration level and full recovery after acetone is removed. This reversible and constant response occurs consistently in both dry (Figure 3b) and humid (Figure 3c) conditions, demonstrating the sensor’s reliable performance across varying humidity levels.
Calibration curves: The response level of the sensor for acetone 1–50 ppm increased nonlinearly under both dry and humid (17 RH) conditions. As shown in Figure 4, the responses to concentration x were fitted with a power law function R = axb, with R being the sensor response. The parameters a and b were equal to 1.45 ± 0.07 and 0.484 ± 0.019 in dry conditions and 0.58 ± 0.08 and 0.63 ± 0.05 at 17 RH%. The presence of humidity reduced the response to the analyte due to water molecules competing with acetone on the sensor’s active sites, thereby limiting acetone interaction.
Humidity effect: The influence of humidity on the sensor’s response was further investigated by measuring 10 ppm acetone across a wide range of RH levels (2–41%). Figure 5a illustrates that the sensor displayed a pronounced initial drop in response as the RH increased from 2% to 17%. The response then decreases more slowly at higher humidity levels, implying that the most active surface sites become quickly saturated with water molecules at low RH; subsequent water absorption has a decreasing impact on the overall signal.
Selectivity: Figure 5b demonstrates the sensor’s pronounced selectivity towards acetone; indeed, its response is much higher than that of the other tested gases, i.e., acetaldehyde, NH3, CO, CO2, and H2.

4. Conclusions

A pure well-crystallized PrFeTiO5 solid solution with compact micrometer-sized grains was synthesized using the solid-state reaction approach. This material was then screen-printed to produce homogeneous films with strong adhesion. The sensor showed good sensitivity and selectivity for acetone over a concentration range of 1–50 ppm at its optimal operating temperature of 400 °C. While a notable decrease in response value was observed in humid environments due to competitive water adsorption, the sensor consistently maintains its characteristic response, demonstrating its retained functionality for acetone detection. Future studies should be focused on investigating rare-earth-doped MOXs to improve gas-sensing abilities and extend their applications in a range of environmental and industrial monitoring systems.

Author Contributions

Conceptualization, D.A., E.S. and A.C.; methodology, D.A., E.S., A.C., B.M., A.E.B. and B.F.; validation, D.A. and E.S.; formal analysis, D.A. and E.S.; investigation, D.A., E.S., M.M. and M.F.; resources, B.F.; data curation, D.A., E.S., M.M. and M.F.; writing—original draft preparation, E.S. and A.C.; writing—review and editing, D.A., M.F. and B.F.; supervision, E.S. and B.F.; project administration, E.S.; funding acquisition, B.F. All authors have read and agreed to the published version of the manuscript.

Funding

This research was produced while attending the doctoral course in Physics (D. Ahmed) at the University of Ferrara, cycle 39, with the support of a scholarship funded by the D.M. n.117/2023, supported by PNRR—funded by the UE—NextGenerationEU—Mission 4 “Education and Research”—Component 1 “Strengthening the offer of educational services: from nursery schools to university”—Investment 3.3 “Innovative PhDs that respond to the innovation needs of companies”.Engproc 118 00048 i001

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data will be available on demand.

Conflicts of Interest

The authors declare no conflicts of interest.

Abbreviations

The following abbreviations are used in this manuscript:
VOCsVolatile organic compounds
MOXsMetal oxides
SEMScanning electron microscopy
HRTEMHigh-resolution transmission electron microscopy
XRPDX-ray powder diffraction
RH%Relative humidity

References

  1. Epping, R.; Koch, M. On-site detection of volatile organic compounds (VOCs). Molecules 2023, 28, 1598. [Google Scholar] [CrossRef] [PubMed]
  2. Rodríguez-Torres, M.; Altuzar, V.; Mendoza-Barrera, C.; Beltrán-Pérez, G.; Castillo-Mixcóatl, J.; Muñoz-Aguirre, S. Acetone detection and classification as biomarker of diabetes mellitus using a quartz crystal microbalance gas sensor array. Sensors 2023, 23, 9823. [Google Scholar] [CrossRef]
  3. Lin, T.; Lv, X.; Hu, Z.; Xu, A.; Feng, C. Semiconductor metal oxides as chemoresistive sensors for detecting volatile organic compounds. Sensors 2019, 19, 233. [Google Scholar] [CrossRef]
  4. Spagnoli, E.; Fabbri, B.; Gaiardo, A.; Valt, M.; Ardit, M.; Krik, S.; Cruciani, G.; Della Ciana, M.; Vanzetti, L.; Vola, G. Design of a metal-oxide solid solution for selective detection of ethanol with marginal influence by humidity. Sens. Actuators B Chem. 2022, 370, 132426. [Google Scholar] [CrossRef]
  5. Spagnoli, E.; Gaiardo, A.; Fabbri, B.; Valt, M.; Krik, S.; Ardit, M.; Cruciani, G.; Della Ciana, M.; Vanzetti, L.; Vola, G. Design of a metal-oxide solid solution for sub-ppm H2 detection. ACS Sens. 2022, 7, 573–583. [Google Scholar] [CrossRef]
  6. de Lacy Costello, B.; Ewen, R.J.; Ratcliffe, N.M.; Sivanand, P. Thick film organic vapour sensors based on binary mixtures of metal oxides. Sens. Actuators B Chem. 2003, 92, 159–166. [Google Scholar] [CrossRef]
  7. Jamnani, S.R.; Moghaddam, H.M.; Leonardi, S.G.; Neri, G.; Ferlazzo, A. VOCs sensing properties of samarium oxide nanorods. Ceram. Int. 2024, 50, 403–411. [Google Scholar] [CrossRef]
  8. Kumar, K.L.A.; Durgajanani, S.; Jeyaprakash, B.G.; Rayappan, J.B.B. Nanostructured ceria thin film for ethanol and trimethylamine sensing. Sens. Actuators B Chem. 2013, 177, 19–26. [Google Scholar] [CrossRef]
  9. Tsang, S.C.; Bulpitt, C. Rare earth oxide sensors for ethanol analysis. Sens. Actuators B Chem. 1998, 52, 226–235. [Google Scholar] [CrossRef]
  10. Ma, L.; Ma, S.; Shen, X.; Wang, T.; Jiang, X.; Chen, Q.; Qiang, Z.; Yang, H.; Chen, H. PrFeO3 hollow nanofibers as a highly efficient gas sensor for acetone detection. Sens. Actuators B Chem. 2018, 255, 2546–2554. [Google Scholar] [CrossRef]
  11. Tricoli, A.; Righettoni, M.; Pratsinis, S.E. Minimal cross-sensitivity to humidity during ethanol detection by SnO2-TiO2 solid solutions. Nanotechnology 2009, 20, 315502. [Google Scholar] [CrossRef] [PubMed]
  12. Spagnoli, E.; Valt, M.; Gaiardo, A.; Fabbri, B.; Guidi, V. Insights into the sensing mechanism of a metal-oxide solid solution via operando diffuse reflectance infrared fourier transform spectroscopy. Nanomaterials 2023, 13, 2708. [Google Scholar] [CrossRef]
  13. Ahmed, D.; Spagnoli, E.; Chakir, A.; Mancinelli, M.; Ferroni, M.; Mehdaoui, B.; Bouari, A.E.; Fabbri, B. PrFeTiO5-Based Chemoresistive Gas Sensors for VOCs Detection. Chemosensors 2025, 13, 222. [Google Scholar] [CrossRef]
  14. Rossi, A.; Spagnoli, E.; Tralli, F.; Marzocchi, M.; Guidi, V.; Fabbri, B. New Approach for the Detection of Sub-Ppm Limonene: An Investigation through Chemoresistive Metal-Oxide Semiconductors. Sensors 2023, 23, 6291. [Google Scholar] [CrossRef] [PubMed]
  15. Rossi, A.; Spagnoli, E.; Visonà, A.; Ahmed, D.; Marzocchi, M.; Guidi, V.; Fabbri, B. SO2 Detection over a Wide Range of Concentrations: An Exploration on MOX-Based Gas Sensors. Chemosensors 2024, 12, 111. [Google Scholar] [CrossRef]
Figure 1. Schematic of the (a) interdigited electrodes on the front and (b) heater on the back of a sensor. (c) Picture of PrFeTiO5 sensor, featuring a screen-printed film on alumina substrate, mounted in a TO-39 package.
Figure 1. Schematic of the (a) interdigited electrodes on the front and (b) heater on the back of a sensor. (c) Picture of PrFeTiO5 sensor, featuring a screen-printed film on alumina substrate, mounted in a TO-39 package.
Engproc 118 00048 g001
Figure 2. SEM image of (a) PrFeTiO5 powder; (b) screen-printed sensing film. (c) High-resolution TEM image; (d) XRPD spectrum of as-prepared PrFeTiO5.
Figure 2. SEM image of (a) PrFeTiO5 powder; (b) screen-printed sensing film. (c) High-resolution TEM image; (d) XRPD spectrum of as-prepared PrFeTiO5.
Engproc 118 00048 g002
Figure 3. (a) Response to 5 ppm of acetone. Conductance variation of sensor film in (b) dry (2 RH% @ 28 °C) and (c) wet (17 RH% @ 28 °C) conditions, when exposed to 5, 10, 25, and 50 ppm of acetone.
Figure 3. (a) Response to 5 ppm of acetone. Conductance variation of sensor film in (b) dry (2 RH% @ 28 °C) and (c) wet (17 RH% @ 28 °C) conditions, when exposed to 5, 10, 25, and 50 ppm of acetone.
Engproc 118 00048 g003
Figure 4. Calibration curves in the range 5–50 ppm of acetone in dry and wet conditions (17 RH%).
Figure 4. Calibration curves in the range 5–50 ppm of acetone in dry and wet conditions (17 RH%).
Engproc 118 00048 g004
Figure 5. (a) Influence of humidity on the sensor response vs. 10 ppm acetone. (b) Bar graph of sensor film responses to 25 ppm acetone, acetaldehyde, CO, and NH3, 1200 ppm CO2, and 100 ppm H2.
Figure 5. (a) Influence of humidity on the sensor response vs. 10 ppm acetone. (b) Bar graph of sensor film responses to 25 ppm acetone, acetaldehyde, CO, and NH3, 1200 ppm CO2, and 100 ppm H2.
Engproc 118 00048 g005
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MDPI and ACS Style

Ahmed, D.; Spagnoli, E.; Chakir, A.; Mancinelli, M.; Ferroni, M.; Mehdaoui, B.; El Bouari, A.; Fabbri, B. Printable Chemoresistive Sensor Based on PrFeTiO5 Solid Solution for Acetone Detection. Eng. Proc. 2025, 118, 48. https://doi.org/10.3390/ECSA-12-26592

AMA Style

Ahmed D, Spagnoli E, Chakir A, Mancinelli M, Ferroni M, Mehdaoui B, El Bouari A, Fabbri B. Printable Chemoresistive Sensor Based on PrFeTiO5 Solid Solution for Acetone Detection. Engineering Proceedings. 2025; 118(1):48. https://doi.org/10.3390/ECSA-12-26592

Chicago/Turabian Style

Ahmed, Danial, Elena Spagnoli, Adil Chakir, Maura Mancinelli, Matteo Ferroni, Boubker Mehdaoui, Abdeslam El Bouari, and Barbara Fabbri. 2025. "Printable Chemoresistive Sensor Based on PrFeTiO5 Solid Solution for Acetone Detection" Engineering Proceedings 118, no. 1: 48. https://doi.org/10.3390/ECSA-12-26592

APA Style

Ahmed, D., Spagnoli, E., Chakir, A., Mancinelli, M., Ferroni, M., Mehdaoui, B., El Bouari, A., & Fabbri, B. (2025). Printable Chemoresistive Sensor Based on PrFeTiO5 Solid Solution for Acetone Detection. Engineering Proceedings, 118(1), 48. https://doi.org/10.3390/ECSA-12-26592

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