journal article·2026-02Open access

CuO-decorated bismuth subcarbonate p–n heterostructured micro-flowers for high-selectivity VOC gas sensor arrays and cooked rice quality assessment

Zichen Zheng, Kewei Liu, Yiwen Zhou, Kaichun Xu, Changlong Wang, Marc Debliquy, Carla Bittencourt, Chao Zhang

Journal of Advanced Ceramics· Volume 15· Issue 2

Abstract

A gas sensor system with high sensitivity and excellent selectivity is essential for accurately evaluating the quality of cooked rice and optimizing agricultural storage conditions in real time. Detecting large molecular volatile organic compounds (VOCs) emitted from cooked rice presents several challenges, including low volatility, interference from complex sample matrices, and limited selectivity. In this study, we propose using CuO/Bi2O2CO3 (Cu–BC) p–n heterostructure micro-flowers as a substrate to create a four-channel gas sensor array that converts voltage to resistance. The individual Cux–BC sensors (x = 10, 20, 30, and 40) exhibit a strong response to nonanal, benzaldehyde, and 1-octen-3-ol at room temperature (25±2 °C), with detection specificity confirmed through principal component analysis (PCA). This integrated gas sensor array effectively identifies and distinguishes the quality of cooked rice, including both freshly prepared rice and rice stored for one to six weeks. The sensing mechanism relies on increased oxygen vacancies and improved electron mobility. Additionally, we explore the adsorption and diffusion mechanisms of the target gas molecules and oxygen on the surface of the materials using molecular dynamics (MD) simulations. Overall, the gas sensor array demonstrates significant potential in accurately assessing the quality of agricultural products at different storage stages.
Source: openalex_inverted_index · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Gas Sensing Nanomaterials and Sensors · Advanced Chemical Sensor Technologies · Analytical Chemistry and Sensors

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (52)

Show source-provided references
1. C Gonzalez Viejo. Assessment of beer quality based on a robotic pourer, computer vision, and machine learning algorithms using commercial beers. 2018, 83: 1381-1388.10.1111/1750-3841.14114 ↗
2. M Mohd Ali. Principles and recent advances in electronic nose for quality inspection of agricultural and food products. 2020, 99: 1-10.10.1016/j.tifs.2020.02.028 ↗
3. PFM Pereira. Electrical gas sensors for meat freshness assessment and quality monitoring: A review. 2021, 118: 36-44.10.1016/j.tifs.2021.08.036 ↗
4. HG Yakubu. Trends in artificial aroma sensing by means of electronic nose technologies to advance dairy production—A review. 2023, 63: 234-248.10.1080/10408398.2021.1945533 ↗
5. R Thayil. Nanostructured zinc oxide and selenide-based materials for gas sensing application: Review. 2025, 36: 322.10.1007/s10854-025-14401-1 ↗
6. WG Zhang. Study of the effect of milling on nutritional and sensory quality and volatile flavor compounds of cooked highland barley rice. 2024, 198: 115972.10.1016/j.lwt.2024.115972 ↗
7. K Wimonmuang. Absolute contents of aroma-affecting volatiles in cooked rice determined by one-step rice cooking and volatile extraction coupled with standard-addition calibration using HS-SPME/GC–MS. 2024, 440: 138271.10.1016/j.foodchem.2023.138271 ↗
8. WG Jin. Characterization of volatile organic compounds of different pigmented rice after puffing based on gas chromatography-ion migration spectrometry and chemometrics. 2023, 169: 112879.10.1016/j.foodres.2023.112879 ↗
9. QY Zhao. Volatile fingerprints and biomarkers of Chinese fragrant and non-fragrant japonica rice before and after cooking obtained by untargeted GC/MS-based metabolomics. 2022, 47: 101764.10.1016/j.fbio.2022.101764 ↗
10. J Wang. Mutual Relations between Texture and Aroma of Cooked Rice-A Pilot Study. 2022, 11: 3738.10.3390/foods11223738 ↗
11. SM Li. Analysis of rice characteristic volatiles and their influence on rice aroma. 2024, 9: 100794.10.1016/j.crfs.2024.100794 ↗
12. QY Zhao. Changes in flavor of fragrant rice during storage under different conditions. 2020, 100: 3435-3444.10.1002/jsfa.10379 ↗
13. E Taghinezhad. Non-destructive determination of starch gelatinization, head rice yield, and aroma components in parboiled rice by Raman and NIR spectroscopy. 2025, 30: 2938.10.3390/molecules30142938 ↗
14. KC Xu. Well-designed g-C 3 N 4 nanosheet incorporated Ag loaded Er 0.05 La 0.95 FeO 3 heterojunctions for isoamyl alcohol detection. 2024, 13: 736-745.10.26599/JAC.2024.9220892 ↗
15. S Neogi. Influence of dipole moment on the VOC sensing properties of BiFeO 3 microspheres: Addressing the selectivity towards acetone. 2024, 415: 135980.10.1016/j.snb.2024.135980 ↗
16. M Souri. Three-dimensionally ordered porous in-doped SmFeO 3 perovskite gas sensor for highly sensitive and selective detection of formaldehyde. 2024, 404: 135213.10.1016/j.snb.2023.135213 ↗
17. WT Li. Detection of n -propanol down to the sub-ppm level using p-type delafossite AgCrO 2 nanoparticles. 2023, 8: 289-296.10.1021/acssensors.2c02182 ↗
18. X Li. Highly sensitive room-temperature detection of ammonia in the breath of kidney disease patients using Fe 2 Mo 3 O 8 /MoO 2 @MoS 2 nanocomposite gas sensor. 2024, 11: 2405942.10.1002/advs.202405942 ↗
19. KW Liu. Highly-sensitive volatile organic compounds evaluation by three-dimensional ZnFe 2 O 4 /ZnSnO 3 heterostructures and their predictive grain quality monitoring. 2023, 453: 139824.10.1016/j.cej.2022.139824 ↗
20. A Bag. A room-temperature operable and stretchable NO 2 gas sensor composed of reduced graphene oxide anchored with MOF-derived ZnFe 2 O 4 hollow octahedron. 2021, 346: 130463.10.1016/j.snb.2021.130463 ↗
21. XY Huang. Chemiresistive gas sensors based on highly permeable Sn-doped bismuth subcarbonate microspheres: Facile synthesis, sensing performance, and mechanism study. 2023, 33: 2304718.10.1002/adfm.202304718 ↗
23. HJ Lu. Enhanced photosensitization process induced by the p–n junction of Bi 2 O 2 CO 3 /BiOCl heterojunctions on the degradation of rhodamine B. 2014, 303: 360-366.10.1016/j.apsusc.2014.03.006 ↗
24. Y Yang. Tumor microenvironment-responsive dynamic inorganic nanoassemblies for cancer imaging and treatment. 2021, 179: 114004.10.1016/j.addr.2021.114004 ↗
25. XY Huang. Synthesis of Bi 2 O 2 CO 3 /In(OH) 3 · x H 2 O nanocomposites for isopropanol sensor with excellent performances at low temperature. 2022, 361: 131715.10.1016/j.snb.2022.131715 ↗
26. LY Zhu. Fabrication of heterostructured p-CuO/n-SnO 2 core–shell nanowires for enhanced sensitive and selective formaldehyde detection. 2019, 290: 233-241.10.1016/j.snb.2019.03.092 ↗
27. V Paolucci. Pulsed-laser annealed amorphous/crystalline a-V 2 O 5 /VO 2 heterostructure for selective NO 2 and H 2 sensing. 2025, 428: 137235.10.1016/j.snb.2025.137235 ↗
29. SL Yang. Metal oxide based heterojunctions for gas sensors: A review. 2021, 11: 1026.10.3390/nano11041026 ↗
30. V Krivetskiy. Chemically modified nanocrystalline SnO 2 -based materials for nitrogen-containing gases detection using gas sensor array. 2017, 691: 514-523.10.1016/j.jallcom.2016.08.275 ↗
31. A Hierlemann. Higher-order chemical sensing. 2008, 108: 563-613.10.1021/cr068116m ↗
32. LW Mao. An artificial olfactory system with confined structures enhanced gas classification and potential esophageal cancer diagnosis. 2026, 447: 138775.10.1016/j.snb.2025.138775 ↗
33. PB Pradyumn. Recent advancement in selective gas sensors and role of machine learning. 2025, 1030: 180757.10.1016/j.jallcom.2025.180757 ↗
34. YW Jiang. An on-chip microarray platform for material-temperature optimization and gas discrimination. 2024, 409: 135633.10.1016/j.snb.2024.135633 ↗
35. ZY Yang. A battery-free, wireless, flexible bandlike e-nose based on MEMS gas sensors for precisely volatile organic compounds detection. 2024, 127: 109711.10.1016/j.nanoen.2024.109711 ↗
36. R Thayil. Room temperature n-butanol sensing with bio-functionalized magnetic nanoparticle-integrated MoSe 2 nanocomposites. 2026, 55: 278-286.10.1007/s11664-025-12508-z ↗
38. G Liu. Target specific functions of EPL interneurons in olfactory circuits. 2019, 10: 3369.10.1038/s41467-019-11354-y ↗
39. LM Sun. Double-shelled hollow rods assembled from nitrogen/sulfur-codoped carbon coated indium oxide nanoparticles as excellent photocatalysts. 2019, 10: 2270.10.1038/s41467-019-10302-0 ↗
40. S Park. Dual-photosensitizer synergy empowers ambient light photoactivation of indium oxide for high-performance NO 2 sensing. 2024, 36: e2313731.10.1002/adma.202313731 ↗
41. M Al-Hashem. Role of oxygen vacancies in nanostructured metal-oxide gas sensors: A review. 2019, 301: 126845.10.1016/j.snb.2019.126845 ↗
42. HW Huang. Anionic group self-doping as a promising strategy: Band-gap engineering and multi-functional applications of high-performance CO 3 2− -doped Bi 2 O 2 CO 3 . 2015, 5: 4094-4103.10.1021/acscatal.5b00444 ↗
43. B Yang. Photosensitization of Bi 2 O 2 CO 3 nanoplates with amorphous Bi 2 S 3 to improve the visible photoreactivity towards NO oxidation. 2019, 495: 143561.10.1016/j.apsusc.2019.143561 ↗
44. YH Cai. A self-cleaning heterostructured membrane for efficient oil-in-water emulsion separation with stable flux. 2020, 32: 2001265.10.1002/adma.202001265 ↗
45. ZC Zheng. Ultrasensitive room-temperature geranyl acetone detection based on Fe@WO 3– x nanoparticles in cooked rice flavor analysis. 2023, 12: 1547-1561.10.26599/JAC.2023.9220771 ↗
46. XB Li. Enhanced photocatalytic degradation and H 2 /H 2 O 2 production performance of S-pCN/WO 2.72 S-scheme heterojunction with appropriate surface oxygen vacancies. 2021, 81: 105671.10.1016/j.nanoen.2020.105671 ↗
47. A Dey. Semiconductor metal oxide gas sensors: A review. 2018, 229: 206-217.10.1016/j.mseb.2017.12.036 ↗
48. NA Isaac. Metal oxide semiconducting nanomaterials for air quality gas sensors: Operating principles, performance, and synthesis techniques. 2022, 189: 196.10.1007/s00604-022-05254-0 ↗
49. D Meena. Phase dependent selectivity shifting behavior of Cd 2 SnO 4 nanoparticles based gas sensor towards volatile organic compounds (VOC) at low operating temperature. 2020, 820: 153117.10.1016/j.jallcom.2019.153117 ↗
50. HJ Gao. Three-dimensional reduced graphene oxide/cobaltosic oxide as a high-response sensor for triethylamine gas at room temperature. 2021, 133: 105904.10.1016/j.mssp.2021.105904 ↗
51. Y Masuda. SnO 2 nanosheet/nanoparticle detector for the sensing of 1-nonanal gas produced by lung cancer. 2015, 5: 10122.10.1038/srep10122 ↗
52. PG Choi. Tin oxide nanosheet thin film with bridge type structure for gas sensing. 2020, 698: 137845.10.1016/j.tsf.2020.137845 ↗