journal article·2023-09-14Open access

Active Broadband Absorber Based on Phase-Change Materials Optimized via Evolutionary Algorithm

Jing Ma, Yonghong Tian, Jingyi Cheng, Shubo Cheng, Bin Tang, Jing Chen, Yougen Yi, Pinghui Wu, Zao Yi, Tangyou Sun

Coatings· Volume 13· Issue 9

Abstract

This article proposes a temperature-controlled absorber based on VO2, which consists of five layers: a disk-shaped VO2 layer array, a dielectric layer, a circular hole VO2 array, a SiO2 layer, and a gold substrate from top to bottom. We optimized the thickness of the other four layers of the absorber, except for the gold layer, using PSO. After ten iterations, we determined that the optimal parameters for the top-to-bottom four-layer thicknesses were 0.183 μm, 0.452 μm, 0.557 μm and 1.994 μm. At this point, our absorber reached the optimal absorption parameters, and we plotted the absorption spectrum under these conditions. We found that the absorption rate at 29.1–47.2 THz was higher than 90%, and the absorption bandwidth was as high as 18.1 THZ. This frequency band covers most of the atmospheric window area (23–37.5 THz), so it will have good practicality. At 30.8 THz and 43.12 THz, there were perfect absorption peaks with absorption rates of 99.99% and 99.99%, respectively. We explained the cause of absorption from the perspective of electric field, and then we studied the change in the absorption curve of the absorber when the temperature of VO2 changed, and we can directly observe the changes in the electric field to explain this. Finally, we can tune the bandwidth and absorption rate of the absorber by changing the structure of the VO2 pattern. After comparing with other absorbers developed in recent years, our absorber still has good competitiveness, and we believe that our solution is expected to have outstanding performance in fields such as photothermal conversion and thermal stealth in the future.
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Research context

OpenAlex topics: Metamaterials and Metasurfaces Applications · Transition Metal Oxide Nanomaterials · Perovskite Materials and Applications

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

Affiliations

School of Physics and Optoelectronic Engineering, Yangtze University, Jingzhou 434023, China

School of Computing, Queen’s University, Kingston, ON K7L 2N8, Canada

School of Microelectronics and Control Engineering, Changzhou University, Changzhou 213164, China

College of Electronic and Optical Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210023, China

College of Physics and Electronics, Central South University, Changsha 410083, China

Research Center for Photonic Technology, Fujian Key Laboratory for Advanced Micronano Photonics Technology and Devices & Key Laboratory of Information Functional Material for Fujian Higher Education, Quanzhou Normal University, Quanzhou 362000, China

Joint Laboratory for Extreme Conditions Matter Properties, Tianfu Institute of Research and Innovation, State Key Laboratory of Environmental Friendly Energy Materials, Key Laboratory of Manufacturing Process Testing Technology of Ministry of Education, Southwest University of Science and Technology, Mianyang 621010, China

Guangxi Key Laboratory of Precision Navigation Technology and Application, Guilin University of Electronic Technology, Guilin 541004, China

Funding

National Natural Science Foundation of China · Scientific Research Fund of Si Chuan Provincial Science and Technology Department · Open Fund of Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering at Wuhan University of Science and Technology · Opening Project of Key Laboratory of Microelectronic Devices & Integrated Technology, Institute of Microelectronics, Chinese Academy of Sciences · second batch of industry university cooperation collaborative education project · Southwest University of Science and Technology College Students’ Innovation and Entrepreneurship Training Program Project · Southwest University of Science and Technology College Student Innovation Fund Project · 2022 Scientific Research Project of Huzhou College

References (67)

Show source-provided references
1. Zhou, S., Bi, K., Li, Q., Mei, L., Niu, Y., Fu, W., Han, S., Zhang, S., Mu, J., and Tan, L. (2023). Patterned Graphene-Based Metamaterials for Terahertz Wave Absorption. Coatings, 13.10.3390/coatings13010059 ↗
2. Tunable smart mid infrared thermal control emitter based on phase change material VO2 thin film10.1016/j.applthermaleng.2023.121074 ↗
3. Angular Memory of Photonic Metasurfaces10.1109/TAP.2021.3083806 ↗
4. Liu, Y.N., Li, X.H., Yang, M., Zhao, J.J., and Wang, W.J. (2023). Study on Dynamic Characteristics of the Bistable Nonlinear Damper. Appl. Sci., 13.10.3390/app13020878 ↗
5. Effect of cylindrical scatterer with arbitrary curvature on the features of a metamaterial slab antenna10.2528/PIER07021103 ↗
6. Frequency-Diverse Holographic Metasurface Antenna for Near-Field Microwave Computational Imaging10.3389/fmats.2021.766889 ↗
7. Perfect metamaterial absorber10.1103/PhysRevLett.100.207402 ↗
8. Crosstalk-free achromatic full Stokes imaging polarimetry metasurface enabled by polarization-dependent phase optimization10.29026/oea.2022.220058 ↗
9. Mixed-valence cobalt oxides bifunctional electrocatalyst with rich oxygen vacancies for aqueous metal-air batteries10.1016/j.cej.2022.139831 ↗
10. Design of high efficiency perovskite solar cells based on inorganic and organic undoped double hole layer10.1016/j.solener.2023.111796 ↗
11. Intelligent metaphotonics empowered by machine learning10.29026/oea.2022.210147 ↗
12. Chen, Z.H., Cai, P.G., Wen, Q.Y., Chen, H., Tang, Y.J., Yi, Z., Wei, K.H., Li, G.F., Tang, B., and Yi, Y.G. (2023). Graphene Multi-Frequency Broadband and Ultra-Broadband Terahertz Absorber Based on Surface Plasmon Resonance. Electronics, 12.10.3390/electronics12122655 ↗
13. Gao, S.Y., Wei, K.H., Yang, H., Tang, Y.J., Yi, Z., Tang, C.J., Tang, B., Yi, Y.G., and Wu, P.H. (2023). Design of Surface Plasmon Resonance-Based D-Type Double Open-Loop Channels PCF for Temperature Sensing. Sensors, 23.10.3390/s23177569 ↗
14. Spatially homogeneous copper foam as surface dendrite-free host for zinc metal anode10.1016/j.cej.2019.122248 ↗
15. Third-harmonic generation and imaging with resonant Si membrane metasurface10.29026/oea.2023.220174 ↗
16. Zhou, Z., Liu, W., Guo, Y., Huang, H., and Ding, X. (2022). Design Simulation and Optimization of Germanium-Based Solar Cells with Micro-Nano Cross-Cone Absorption Structure. Coatings, 12.10.3390/coatings12111653 ↗
17. Lai, R., Shi, P., Yi, Z., Li, H., and Yi, Y. (2023). Triple-Band Surface Plasmon Resonance Metamaterial Absorber Based on Open-Ended Prohibited Sign Type Monolayer Graphene. Micromachines, 14.10.3390/mi14050953 ↗
18. The electrochemical performance improvement of LiMn2O4/Zn based on zinc foil as the current collector and thiourea as an electrolyte additive10.1016/j.jpowsour.2015.09.096 ↗
19. Ma, X., Song, R., Fan, Z., and Zhou, S. (2021). Phase-Change Metasurface by U-Shaped Atoms for Photonic Switch with High Contrast Ratio. Coatings, 11.10.3390/coatings11121499 ↗
20. Graphene-based tunable short band absorber for infrared wavelength10.1007/s00340-022-07763-5 ↗
21. Zhu, Y.Y., Cai, P.G., Zhang, W.L., Meng, T.Y., Tang, Y.J., Yi, Z., Wei, K.H., Li, G.F., Tang, B., and Yi, Y.G. (2023). Ultra-Wideband High-Efficiency Solar Absorber and Thermal Emitter Based on Semiconductor InAs Microstructures. Micromachines, 14.10.3390/mi14081597 ↗
22. Surface plasmon resonance sensor composed of microstructured optical fibers for monitoring of external and internal environments in biological and environmental sensing10.1016/j.rinp.2023.106365 ↗
23. Oxides Which Show a Metal-to-Insulator Transition at the Neel Temperature10.1103/PhysRevLett.3.34 ↗
24. A multi-band metamaterial absorber based on VO2 layer10.1016/j.optlastec.2021.106930 ↗
25. Tunable triple-broadband terahertz metamaterial absorber using a single VO2 circular ring10.1016/j.optcom.2023.129573 ↗
26. An enhanced Grey Wolf Optimizer based Particle Swarm Optimizer for intrusion detection system in wireless sensor networks10.1007/s11276-021-02866-x ↗
27. Zhou, W., Qin, X., Lv, M., Qiu, L., Chen, Z., and Zhang, F. (2023). Design of a New Type of In-Hole Gold-Coated High-Performance Quasi-PCF Sensor Enhanced with Surface Plasmon Resonance. Coatings, 13.10.3390/coatings13071261 ↗
28. Adaptive optics based on machine learning: A review10.29026/oea.2022.200082 ↗
29. Cui, S.F., Liu, J.F., Chen, X.L., and Li, Q. (2021). Experimental Analysis of Gas Holdup Measured by Gas Array Tool in Gas–Water Two Phase of Horizontal Well. Coatings, 11.10.3390/coatings11030343 ↗
30. Xu, L., Zeng, J., Luo, X., Xia, L., Ma, Z., Peng, B., Li, Z., Zhai, X., and Wang, L. (2021). Dual-Band Plasmonic Perfect Absorber Based on the Hybrid Halide Perovskite in the Communication Regime. Coatings, 11.10.3390/coatings11010067 ↗
31. Alterazi, H.A., Kshirsagar, P.R., Manoharan, H., Selvarajan, S., Alhebaishi, N., Srivastava, G., and Lin, J.C.-W. (2022). Prevention of Cyber Security with the Internet of Things Using Particle Swarm Optimization. Sensors, 22.10.3390/s22166117 ↗
32. A near-perfect metamaterial selective absorber for high-efficiency solar photothermal conversion10.1016/j.ijthermalsci.2023.108580 ↗
33. Pan, M., Huang, H., Chen, W., Li, S., Xie, Q., Xu, F., Wei, D., Fang, J., Fan, B., and Cai, L. (2021). Design of Narrow-Band Absorber Based on Symmetric Silicon Grating and Research on Its Sensing Performance. Coatings, 11.10.3390/coatings11050553 ↗
34. The intercalation cathode materials of heterostructure MnS/MnO with dual ions defect embedded in N-doped carbon fibers for aqueous zinc ion batteries10.1016/j.ensm.2022.07.033 ↗
35. Optical Brewster metasurfaces exhibiting ultrabroadband reflectionless absorption and extreme angular asymmetry10.1103/PhysRevApplied.16.044064 ↗
36. Strategy for boosting Co-Nx content for oxygen reduction reaction in aqueous metal-air batteries10.1016/j.jpowsour.2021.230891 ↗
37. Numerical simulation of efficient solar absorbers and thermal emitters based on multilayer nanodisk arrays10.1016/j.applthermaleng.2023.120841 ↗
38. Lu, C., Lu, Q., Gao, M., and Lin, Y. (2021). Dynamic Manipulation of THz Waves Enabled by Phase-Transition VO2 Thin Film. Nanomaterials, 11.10.3390/nano11010114 ↗
39. Shin, J.-H., Park, K.H., and Ryu, H.-C. (2022). A Band-Switchable and Tunable THz Metamaterial Based on an Etched Vanadium Dioxide Thin Film. Photonics, 9.10.3390/photonics9020089 ↗
40. Tunable and three-dimensional dual-band metamaterial absorber based on electromagnetically induced transparency with vanadium dioxide10.1039/D3CP01475D ↗
41. Switchable diurnal radiative cooling by doped VO210.29026/oea.2021.200006 ↗
42. Design of a switchable bifunctional terahertz metamaterial absorber from ultra-broadband to 10-band10.1364/JOSAB.480755 ↗
43. Wideband Absorbing Plasmonic Structures via Profile Optimization Based on Genetic Algorithm10.3389/fphy.2020.00231 ↗
44. Wu, F.Y., Shi, P.C., Yi, Z., Li, H.L., and Yi, Y.G. (2023). Ultra-Broadband Solar Absorber and High-Efficiency Thermal Emitter from UV to Mid-Infrared Spectrum. Micromachines, 14.10.3390/mi14050985 ↗
45. A stable fluoride-based interphase for a long cycle Zn metal anode in an aqueous zinc ion battery10.1039/D2TA03550B ↗
46. Review of broadband metamaterial absorbers: From principles, design strategies, and tunable properties to functiona applications10.1002/adfm.202213818 ↗
47. An extremely facile route to Co2P encased in N,P-codoped carbon layers: Highly efficient bifunctional electrocatalysts for ORR and OER10.1016/j.ijhydene.2017.11.102 ↗
48. Chen, H., Li, W., Zhu, S.M., Hou, A.Q., Liu, T., Xu, J.S., Zhang, X.W., Yi, Z., Yi, Y.G., and Dai, B. (2023). Study on the Thermal Distribution Characteristics of a Molten Quartz Ceramic Surface under Quartz Lamp Radiation. Micromachines, 14.10.3390/mi14061231 ↗
49. Enhanced performance of Li-S battery by constructing inner conductive network and outer adsorption layer sulfur-carbon composite10.1002/er.6220 ↗
50. Highly Reversible Phase Transition Endows V6O13 with Enhanced Performance as Aqueous Zinc-Ion Battery Cathode10.1002/ente.201900022 ↗
51. Light-emitting MXene quantum dots10.29026/oea.2021.200077 ↗
52. Structural, electrical and optical properties of pulsed laser deposited VO2 thin films on R- and C-sapphire planes10.1016/j.tsf.2003.11.118 ↗
53. Modifications in the phase transition properties of predeposited VO2 films10.1116/1.572462 ↗
54. Beyond Lambertian light trapping for large-area silicon solar cells: Fabrication methods10.29026/oea.2022.210086 ↗
55. Synthesis and electrochemical performance of Li1+xTi2−xFex(PO4)3/C anode for aqueous lithium ion battery10.1016/j.apt.2020.01.015 ↗
56. The electrochemical performance of aqueous rechargeable battery of Zn/Na0.44MnO2 based on hybrid electrolyte10.1016/j.jpowsour.2016.10.053 ↗
57. Highly efficient quantum-dot-sensitized solar cells with composite semiconductor of ZnO nanorod and oxide inverse opal in photoanode10.1016/j.electacta.2022.140145 ↗
58. High-transmission and large group delay terahertz triple-band electromagnetically induced transparency in a metal-perovskite hybrid metasurface10.1039/D3CP03072E ↗
59. A Janus Logic Gate with Sensing Function10.1002/andp.202200661 ↗
60. Revollo, H., Ferrada, P., Martin, P., Marzo, A., and del Campo, V. (2023). HIT Solar Cell Modeling Using Graphene as a Transparent Conductive Layer Considering the Atacama Desert Solar Spectrum. Appl. Sci., 13.10.3390/app13169323 ↗
61. Terahertz absorption modulator with largely tunable bandwidth and intensity10.1016/j.carbon.2020.12.001 ↗
62. High-sensitivity long-range surface plasmon resonance sensing assisted by gold nanoring cavity arrays and nanocavity coupling10.1039/D2CP05664J ↗
63. A tunable broadband polarization-independent metamaterial terahertz absorber based on VO2 and Dirac semimetal10.1016/j.optcom.2023.129602 ↗
64. Achieving broadband absorption and polarization conversion with a vanadium dioxide metasurface in the same terahertz frequencies10.1364/OE.391066 ↗
65. Wavelength-tunable infrared metamaterial by tailoring magnetic resonance condition with VO2 phase transition10.1063/1.4896525 ↗
66. Light manipulation for all-fiber devices with VCSEL and graphene-based metasurface10.1364/OE.500554 ↗
67. Zhou, Z.Y., Liu, W.F., Huang, H.L., Ding, X.L., and Li, X.T. (2023). Enhancement of Photoelectric Performance Based on Ultrathin Wide Spectrum Solar Absorption in Cruciform Microstructure Germanium Solar Cells. Coatings, 13.10.3390/coatings13061123 ↗