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Powroźnik P, Krzywiecki M. Intertwining Density Functional Theory and Experiments in the Investigation of Gas Sensing Mechanisms: A Review. SENSORS (BASEL, SWITZERLAND) 2025; 25:867. [PMID: 39943506 PMCID: PMC11821263 DOI: 10.3390/s25030867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 01/23/2025] [Accepted: 01/28/2025] [Indexed: 02/16/2025]
Abstract
In this review, we present the last ten years of progress in evaluation of gas sensing mechanisms. We focus mostly on the studies joining theoretical modeling of gas adsorption by density functional theory method with advanced experimental characterization of sensing materials. We provide the background about important aspects that should be taken into account during the design of the effective sensing device and an overview of the most recently studied sensing materials and analytes. Using the exemplary works, we next show how theory and experiment intertwine in revealing how the sensing mechanism serves to improve the device performance. In the end, we summarize the progress already made despite the existing difficulties, and provide an outlook for future methodological development.
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Affiliation(s)
- Paulina Powroźnik
- Institute of Physics—Center for Science and Education, Silesian University of Technology, 44-100 Gliwice, Poland;
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Pargoletti E, Vertova A, Tricoli A, Starvaggi A, John AT, Minelli S, Longhi M, Cappelletti G. Boosting Gaseous Acetone Detection by Nanoheterojunctions of p-Type MWCNTs/PANI Integrated into 3D Flame-Synthesized n-Type ZnO. ACS Sens 2025; 10:407-416. [PMID: 39757722 DOI: 10.1021/acssensors.4c02708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2025]
Abstract
Accurate methods for detecting volatile organic compounds (VOCs) are essential for noninvasive disease diagnosis, with breath analysis providing a simpler, user-friendly alternative to traditional diagnostic tools. However, challenges remain in low-temperature VOC solid-state sensors, especially concerning their selectivity and functionality at room temperature. Herein, we present key insights into optimizing multiwalled carbon nanotubes (MWCNTs)/polyaniline (PANI) and ZnO nanocomposites for efficient, light-free selective acetone sensing. We showcased novel nanocomposites prepared by integrating p-type MWCNTs/PANI into a porous 3D network of n-type ZnO nanoparticles, synthesized via flame spray pyrolysis, and varying the weight ratios between ZnO and MWCNTs/PANI (namely 1:1, 8:1, 32:1, 64:1). The 32:1 nanocomposite exhibited superior acetone selectivity over toluene and ethanol, resulting in promise even at room temperature. As such, a potential sensing mechanism was proposed, which involves nanoheterojunction formation between p-type MWCNTs/PANI and n-type ZnO, creating an accumulation layer that enhances the gas response. Moreover, the incorporation of MWCNTs improved the overall conductivity and carrier mobility. Hence, we believe that this work offers valuable insights for optimizing MWCNTs/PANI and ZnO nanocomposites for efficient, low-temperature, light-free gas sensors.
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Affiliation(s)
- E Pargoletti
- Dipartimento di Chimica, Università degli Studi di Milano, Golgi 19, 20133 Milan, Italy
- Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali (INSTM), Giusti 9, 50121 Florence, Italy
| | - A Vertova
- Dipartimento di Chimica, Università degli Studi di Milano, Golgi 19, 20133 Milan, Italy
- Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali (INSTM), Giusti 9, 50121 Florence, Italy
| | - A Tricoli
- Nanotechnology Research Laboratory (NRL), School of Biomedical Engineering, Faculty of Engineering, University of Sydney, Sydney, New South Wales 2006, Australia
- Nanotechnology Research Laboratory (NRL), Research School of Chemistry, Australian National University (ANU), Canberra, Australian Capital Territory 0200, Australia
| | - A Starvaggi
- Dipartimento di Chimica, Università degli Studi di Milano, Golgi 19, 20133 Milan, Italy
| | - A T John
- Nanotechnology Research Laboratory (NRL), Research School of Chemistry, Australian National University (ANU), Canberra, Australian Capital Territory 0200, Australia
| | - S Minelli
- Dipartimento di Chimica, Università degli Studi di Milano, Golgi 19, 20133 Milan, Italy
- Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali (INSTM), Giusti 9, 50121 Florence, Italy
| | - M Longhi
- Dipartimento di Chimica, Università degli Studi di Milano, Golgi 19, 20133 Milan, Italy
- Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali (INSTM), Giusti 9, 50121 Florence, Italy
| | - G Cappelletti
- Dipartimento di Chimica, Università degli Studi di Milano, Golgi 19, 20133 Milan, Italy
- Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali (INSTM), Giusti 9, 50121 Florence, Italy
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Wu J, Li Z, Luo A, Xing X. A DFT Study of Volatile Organic Compounds Detection on Pristine and Pt-Decorated SnS Monolayers. SENSORS (BASEL, SWITZERLAND) 2023; 23:7319. [PMID: 37687773 PMCID: PMC10490194 DOI: 10.3390/s23177319] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/15/2023] [Accepted: 08/18/2023] [Indexed: 09/10/2023]
Abstract
Real-time monitoring of volatile organic compounds (VOCs) is crucial for both industrial production and daily life. However, the non-reactive nature of VOCs and their low concentrations pose a significant challenge for developing sensors. In this study, we investigated the adsorption behaviors of typical VOCs (C2H4, C2H6, and C6H6), on pristine and Pt-decorated SnS monolayers using density functional theory (DFT) calculations. Pristine SnS monolayers have limited charge transfer and long adsorption distances to VOC molecules, resulting in VOC insensitivity. The introduction of Pt atoms promotes charge transfer, creates new energy levels, and increases the overlap of the density of states, thereby enhancing electron excitation and improving gas sensitivity. Pt-decorated SnS monolayers exhibited high sensitivities of 241,921.7%, 35.7%, and 74.3% towards C2H4, C2H6, and C6H6, respectively. These values are 142,306.9, 23.8, and 82.6 times higher than those of pristine SnS monolayers, respectively. Moreover, the moderate adsorption energies of adsorbing C2H6 and C6H6 molecules ensure that Pt-decorated SnS monolayers possess good reversibility with a short recovery time at 298 K. When heated to 498 K, C2H4 molecules desorbs from the surface of Pt-decorated SnS monolayer in 162.33 s. Our results indicate that Pt-decorated SnS monolayers could be superior candidates for sensing VOCs with high selectivity, sensitivity, and reversibility.
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Affiliation(s)
- Jiayin Wu
- School of Information and Optoelectronic Science and Engineering, South China Normal University, Guangzhou 510006, China; (J.W.); (A.L.)
| | - Zhongbao Li
- School of Materials and Chemistry Engineering, Tongren University, Tongren 554300, China;
| | - Aiping Luo
- School of Information and Optoelectronic Science and Engineering, South China Normal University, Guangzhou 510006, China; (J.W.); (A.L.)
| | - Xiaobo Xing
- South China Academy of Advanced Optoelectronics, South China Normal University, Guangzhou 510006, China
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Kadhim MM, Mahdi Rheima A, Sabri ZS, Al-Qargholi B, Salam Jaber A, mohamed dashoor Al-Jaafari F, Al-Azzawi W, Hachim SK, Talib Zaidan D, Zedan Taban T. A density functional study on the sensing behavior of copper doped BC3 nanosheet toward COS gas. INORG CHEM COMMUN 2023. [DOI: 10.1016/j.inoche.2023.110689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2023]
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Saleh Hoseininezhad-Namin M, Javanshir Z, Rahimpour E, Jouyban A. Investigation on the potential application of some metal oxide nanoclusters in the detection of phenytoin in gas and solvent phases through density functional theory calculations. INORG CHEM COMMUN 2023. [DOI: 10.1016/j.inoche.2023.110526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
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Investigate the effect of Zn12O12, AlZn11O12, and GaZn11O12 nanoclusters in the carbamazepine drug detection in gas and solvent phases: a comparative DFT study. MONATSHEFTE FUR CHEMIE 2022. [DOI: 10.1007/s00706-022-03025-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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Reaad S, Hatem Shadhar M, Kadhim MM, Mohsen Najm Z, Mahdi Rheima A, Hachim SK, Sharma S. Carbonyl fluoride gas adsorption and detection by the pristine and Ni-doped inorganic boron nitride nanoclusters. INORG CHEM COMMUN 2022. [DOI: 10.1016/j.inoche.2022.109652] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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