Integrated Ferroelectrics最新文献

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Effect of Eu 2 O 3 Concentrations Doped Li-Na-K Borate Glasses on Luminescence Properties for Red Emission Material 铕掺杂Li-Na-K硼酸盐玻璃对红色发射材料发光性能的影响
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-29 DOI: 10.1080/10584587.2023.2234578
N. Jarucha, Y. Ruangtaweep, P. Meejitpaisan, P. Nawarat, P. Kanthang, N. Wongdamnern, P. Limsuwan, H.J. Kim, J. Kaewkhao, T. Sareein
{"title":"Effect of Eu <sub>2</sub> O <sub>3</sub> Concentrations Doped Li-Na-K Borate Glasses on Luminescence Properties for Red Emission Material","authors":"N. Jarucha, Y. Ruangtaweep, P. Meejitpaisan, P. Nawarat, P. Kanthang, N. Wongdamnern, P. Limsuwan, H.J. Kim, J. Kaewkhao, T. Sareein","doi":"10.1080/10584587.2023.2234578","DOIUrl":"https://doi.org/10.1080/10584587.2023.2234578","url":null,"abstract":"AbstractThis paper investigated the europium-doped lithium sodium potassium borate glasses (LNKBEu). Glass was made using a melt-quenching technique with a range of europium doping concentrations ranging from 0.0 to 5.0 mol%. The absorption spectra showed that photons in the visible light and near infrared ranges were absorbed by the LNKBEu glasses. Photon absorption at 394 nm can excite the mirror to emit a number of photons in the VIS region, such as 590, 613, 652, and 701 nm. The results showed that 3.0 mol% was the optimal concentration of LNKBEu glass. Therefore, 3.0LNKBEu glass was studied using Judd-Ofelt (JO) analysis, which revealed an interesting possibility of its use. This glass is a high power red laser device.Keywords: Alkali borate glasseseuropiumrare earthphotoluminescence Disclosure StatementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis project is funded by the National Research Council of Thailand (NRCT) (Contract No. N41A650404) and CERNTEK COMPANY LIMITED. The authors would like to thank graduate students and research associates at the Center of Excellence in Glass Technology and Materials Science, as well as the Division of Industrial Materials Faculty of Science and Technology Rajamangala University of Technology Phra Nakhon, for their continuous collaboration in research.","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"224 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135198898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
BaTiO 3 /Epoxy Resin Nanocomposites as Flexible Energy Storage Devices batio3 /环氧树脂纳米复合材料作为柔性储能器件
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-29 DOI: 10.1080/10584587.2023.2234586
Wanwilai Vittayakorn, Piyapat Tepsansern, Worachet Kriangkraikul, Naratip Vittayakorn
{"title":"BaTiO <sub>3</sub> /Epoxy Resin Nanocomposites as Flexible Energy Storage Devices","authors":"Wanwilai Vittayakorn, Piyapat Tepsansern, Worachet Kriangkraikul, Naratip Vittayakorn","doi":"10.1080/10584587.2023.2234586","DOIUrl":"https://doi.org/10.1080/10584587.2023.2234586","url":null,"abstract":"AbstractIn this work, nanocomposites between the epoxy resin and barium titanate (BT) were prepared in order to use as flexible energy storage devices. The epoxy resin and BT phase were homogeneously mixed and cast into a disk shape. Phase formation and chemical properties of these nanocomposites were identified via XRD and FTIR methods, respectively. Frequency dependence of dielectric properties for all samples was measured by LCR meter. The polarization hysteresis loops were also investigated in order to calculate the energy density of materials. From the results, it was found that the dielectric constant and loss of these nanocomposites are independent of frequency and the εr and tanδ values tend to increase with increasing BT amount. Moreover, after adding 50% of BT into the system, the energy density of nanocomposites is increased by five times compared with the pure epoxy resin while the energy loss density sharply decreases. The dielectric properties and the energy density of BT/epoxy resin nanocomposites change with BT content and strongly depend on porosity and the distribution of BT nanoparticles.Keywords: Epoxy resinbarium titanatenanocompositeenergy storage AcknowledgmentsThe authors acknowledge the facilities, and technical assistance from Nanotechnology and Materials Analytical Instrument Service Unit (NMIS) of College of Materials Innovation and Technology, King Mongkut Institute of Technology Ladkrabang.Disclosure StatementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis project is funded by National Research Council of Thailand (NRCT). The work of N. Vittayakorn was funded by King Mongkut’s Institute of Technology Ladkrabang under grant no. KREF116501.","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135246428","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Glass-Ceramic Na 3+x [(Zr/Cr) x (Sc/Ti) 2-x (PO 4 ) 3 Electrolyte Materials for Na-Ion Full-Cell Application 钠离子全电池用玻璃陶瓷Na 3+x [(Zr/Cr) x (Sc/Ti) 2-x (po4) 3]电解质材料
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-29 DOI: 10.1080/10584587.2023.2234582
Shyam Sundar Gandi, Vamsi Krishna Katta, C. K. Jayasankar, Wisanu Pecharapa, Balaji Rao Ravuri
{"title":"Glass-Ceramic Na <sub>3+x</sub> [(Zr/Cr) <sub>x</sub> (Sc/Ti) <sub>2-x</sub> (PO <sub>4</sub> ) <sub>3</sub> Electrolyte Materials for Na-Ion Full-Cell Application","authors":"Shyam Sundar Gandi, Vamsi Krishna Katta, C. K. Jayasankar, Wisanu Pecharapa, Balaji Rao Ravuri","doi":"10.1080/10584587.2023.2234582","DOIUrl":"https://doi.org/10.1080/10584587.2023.2234582","url":null,"abstract":"AbstractNa3+x[(Zr/Cr)x(Sc/Ti)2-x(PO4)3] glass-ceramic material compositions containing NASICON-type crystalline phases might be a good candidate as an efficient electrolyte exclusively for Na-ion batteries. All-solid-state Na-ion full cells are designed with the three-layered pellets (NaCo0.7(VO)0.3PO4/Na3.5Zr0.5Sc1.5(PO4)3 (NZSP) and Na3.5Cr0.5Ti1.5(PO4)3) (NCTP)/Na-metal foil). The electrical conductivity of the NZSPglass-ceramic powder sample achieves to be highest (9.47 × 10−04 S/cm) due to its lower grain boundary resistance (Rgb) as observed in SEM images and also exhibits best electrochemical stability against conductivity when the samples kept in ambient air for 60 d. The charge/discharge capacities for the initial cycle are 75/69 and 60/53 mAhg−1 to both NZSP and NCTP of two full cells, respectively. However, discharge capacities are boosted up for both these cells without much loss in coulombic efficiency even after 10 cycles.Keywords: Sodium-ion batteryglass-ceramic solid electrolyteNASICON phasecyclic performance AcknowledgmentsThe authors wish to thank Dr. Tanusrivathava, Scientist, DMRL Hyderabad, for helping us to carry out SEM images.Disclosure StatementNo potential conflict of interest was reported by the author(s).","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135246431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Point Defects in Rare-Earth Perovskite Systems BaMO 3 ( M = Ce, Pr and Tb) on Dielectric and Magnetic Behaviors 稀土钙钛矿体系bamo3 (M = Ce, Pr和Tb)的点缺陷对介电和磁性行为的影响
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-29 DOI: 10.1080/10584587.2023.2234577
Phieraya Pulphol, Yaowaluk Tariwong, Thitirat Charoonsuk, Tosapol Maluangnont, Wanwilai Vittayakorn, Rangson Muanghua, Theerachai Bongkarn, Taras Kolodiazhny, Naratip Vittayakorn
{"title":"Point Defects in Rare-Earth Perovskite Systems BaMO <sub>3</sub> ( <i>M</i> = Ce, Pr and Tb) on Dielectric and Magnetic Behaviors","authors":"Phieraya Pulphol, Yaowaluk Tariwong, Thitirat Charoonsuk, Tosapol Maluangnont, Wanwilai Vittayakorn, Rangson Muanghua, Theerachai Bongkarn, Taras Kolodiazhny, Naratip Vittayakorn","doi":"10.1080/10584587.2023.2234577","DOIUrl":"https://doi.org/10.1080/10584587.2023.2234577","url":null,"abstract":"AbstractThis study focused on the rare-earth hetero-valent substituted perovskite BaMO3 (M = Ce, Pr and Tb) which expected to show magnetoelectric response. In general, diamagnetic feature is presented in the 4f 0 BaCeO3 system down to 2 K which is chosen as a reference in the study while BaPrO3 (4f 1) and BaTbO3 (4f 7) display antiferromagnetic phase transition at TN = 11.7 and 33.2 K, respectively, measured by MPMS magnetometer. At high oxygen partial pressure and donor ion-substitution (Nb5+), the BaMO3 systems demonstrate a similar defect chemistry to titanate perovskite which compensated by Ba-vacancy. Dielectric relaxation is detected for the doublet (BaPrO3 and BaTbO3) at the antiferromagnetic phase transition region. In order to examine the magnetoelectric response, the 8 Tesla of magnetic field is applied to the samples during the dielectric measurement. BaTbO3 shows a modest magnetoelectric response around 0.2% at the antiferromagnetic phase transition while that of BaPrO3 is silent. The activation energies derived from Arrhenius equation are reported to be in the range of 0.2 − 0.6 eV.Keywords: Rare-earth perovskitepoint defectmagnetoelectric AcknowledgmentsW’e would like to thank our colleagues, Dr. Usa Sukkha, for the helpful support in this research.Disclosure StatementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported financially by KMITL under Grant No. KREF116501. The work of Phieraya Pulphol was supported financially by King Mongkut’s Institute of Technology Ladkrabang (KMITL) under Grant No. KREF146503. The work of T. Bongkarm was supported by Naresuan University (NU) and National Science, Research and Innovation Fund (NSRF) with Grant No. R2566B002.","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"222 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135246617","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of Flexible Semiconductors Based on g-C 3 N 4 /Cu 2 O P–N Heterojunction for Triboelectric Nanogenerator Application 基于g- c3n4 / cu2o - P-N异质结的摩擦电纳米发电机柔性半导体的研制
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-29 DOI: 10.1080/10584587.2023.2234568
Supakarn Worathat, Utchawadee Pharino, Saichon Sriphan, Surasak Niemcharoen, Wisut Thitirungraung, Rangson Muanghlua, Te-Wei Chiu, Naratip Vittayakorn
{"title":"Development of Flexible Semiconductors Based on g-C <sub>3</sub> N <sub>4</sub> /Cu <sub>2</sub> O P–N Heterojunction for Triboelectric Nanogenerator Application","authors":"Supakarn Worathat, Utchawadee Pharino, Saichon Sriphan, Surasak Niemcharoen, Wisut Thitirungraung, Rangson Muanghlua, Te-Wei Chiu, Naratip Vittayakorn","doi":"10.1080/10584587.2023.2234568","DOIUrl":"https://doi.org/10.1080/10584587.2023.2234568","url":null,"abstract":"AbstractThis research aims to develop flexible semiconductors for triboelectric nanogenerator (TENG) applications. The sample powders of graphitic carbon nitride (g-C3N4) and copper (I) oxide (Cu2O) as N-type and P-type semiconductors, respectively, were synthesized. The semiconductors were prepared to be a composite film with alginate. The structure, morphology, and purity of the N- and P-type semiconductors were characterized using X-Ray diffraction and scanning electron microscopy techniques. Through the optical characterization, the N-type semiconductor showed the calculated energy band gap of 2.80 eV, while the P-type semiconductor was 1.90 eV. The P–N junction property of prepared samples was confirmed using a nonlinear current–voltage characteristic. After that, two flexible semiconductors were frictional paired for TENG. Through a vertical contact-separation mode, the P–N junction-based TENG produced a maximum output voltage and current of 3.90 V and 0.44 µA, respectively, with a maximum output power of 0.35 µW at 10 MΩ. In summary, the present work achieved the preparation of flexible P- and N-type semiconductors. The feasibility to harvest the mechanical energy was demonstrated in the TENG configuration. This idea is crucial for the future development of flexible harvesting/sensing devices using a novel concept.Keywords: P-type semiconductorN-type semiconductorP–N Junctiontriboelectric nanogenerator Disclosure StatementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported by KMITL under the Grant number KREF156601.The work of Supakarn Worathat thanks to funding support from the Faculty of Science, King Mongkut’s Institute of Technology Ladkrabang (KMITL) under Grant no. RA/TA 2565-M-001. The work of S. Sriphan was funded by King Mongkut’s University of Technology North Bangkok, Contract no. KMUTNB-65-KNOW-05.","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"222 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135246761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Piezoelectric PVDF-TrFE/PET Energy Harvesters for Structural Health Monitoring (SHM) Applications 用于结构健康监测(SHM)的压电PVDF-TrFE/PET能量采集器
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-02 DOI: 10.1080/10584587.2023.2239101
Berkay Kullukçu, Mohammad J. Bathaei, Muhammad Awais, Hadi Mirzajani, Levent Beker
{"title":"Piezoelectric PVDF-TrFE/PET Energy Harvesters for Structural Health Monitoring (SHM) Applications","authors":"Berkay Kullukçu, Mohammad J. Bathaei, Muhammad Awais, Hadi Mirzajani, Levent Beker","doi":"10.1080/10584587.2023.2239101","DOIUrl":"https://doi.org/10.1080/10584587.2023.2239101","url":null,"abstract":"Abstract This study presents a piezoelectric energy harvester made of poly(vinylidene fluoride-trifluoroethylene)/polyethylene terephthalate for use in structural health monitoring applications. The piezoelectric energy harvester was made of a layer of polyvinylidene fluoride-trifluoroethylene (PVDF/TrFE). In addition, PET sheets, double-sided micron-thick tapes, and PVDF-TrFE sheets were utilized in the fabrication of the device. The proposed device was characterized by measuring its output voltage and current. The output power of the harvester was sufficient to operate a MEMS pressure sensor under wind pressure, with a maximum current of 291.34 µA and a maximum voltage of 937.01 mV. The power value obtained was 272.99 µW.","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"161 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134948581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Synthesis, Structure and Thermal Properties of the Cu2NiSeTe Cu2NiSeTe的合成、结构和热性能
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-02 DOI: 10.1080/10584587.2023.2227048
Kh. M. Guliyeva, N. N. Mursakulov, N. A. Aliyeva, Y. I. Aliyev
{"title":"Synthesis, Structure and Thermal Properties of the Cu<sub>2</sub>NiSeTe","authors":"Kh. M. Guliyeva, N. N. Mursakulov, N. A. Aliyeva, Y. I. Aliyev","doi":"10.1080/10584587.2023.2227048","DOIUrl":"https://doi.org/10.1080/10584587.2023.2227048","url":null,"abstract":"Abstract A compound Cu2NiSeTe with cation-cation and anion-anion substitution has been synthesized. Structural phase analysis was carried out by XRD. The thermal properties of the resulting compound at high temperatures were studied. The studies were carried out on a Differential Scanning Calorimeter in the temperature range T = 20-1000 °C. Thermal transitions were observed at temperatures T = 144, 587, 647, 714 °C. These transitions were analyzed and the thermodynamic potentials were determined. According to the mechanism of phonon-phonon interaction, an increase in heat capacity at high temperatures was found.","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134968507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ruderman–Kittel–Kasuya–Yosida–like Ferromagnetism in Nonmetal Doped Y 2 O 3 非金属掺杂y2o3的类ruderman - kittel - kasuya - yosida铁磁性
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-02 DOI: 10.1080/10584587.2023.2227047
J. Li, M. Luo, Y. H. Shen
{"title":"Ruderman–Kittel–Kasuya–Yosida–like Ferromagnetism in Nonmetal Doped Y <sub>2</sub> O <sub>3</sub>","authors":"J. Li, M. Luo, Y. H. Shen","doi":"10.1080/10584587.2023.2227047","DOIUrl":"https://doi.org/10.1080/10584587.2023.2227047","url":null,"abstract":"AbstractA wide-gap semiconductor of Yttria (Y2O3) doped with nonmetal elements (B, C, and N) are investigated by using the first-principles method. We mainly discuss the exchange coupling between two dopants and find that the exchange coupling in current cases are sensitive to the B-B, C-C, and N-N distance. Unitary ferromagnetic (FM) and antiferromagnetic (AFM) states have been observed in the two-B-doped and two-N-doped Y2O3 structures, respectively. Surprisingly, as the C-C distance increases, a transformation between FM and AFM has been found, which shows an RKKY-like interaction due to the p-d hybridization between the C dopant and intrinsic Y atoms.Keywords: Y2O3ferromagneticRKKY-like interactionDFT calculations Disclosure StatementNo potential conflict of interest was reported by the author(s).Additional informationFundingWe thank the National Supercomputer Center in Shenzhen. The work is supported by the Natural Science Foundation of Shanghai (Grant No. 19ZR1419800).","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134968514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Structural and Optical Properties of PEDOT: PSS PEDOT: PSS的结构和光学性质
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-02 DOI: 10.1080/10584587.2023.2227056
Babak Emdadi, Ahmed Asimov
{"title":"Structural and Optical Properties of PEDOT: PSS","authors":"Babak Emdadi, Ahmed Asimov","doi":"10.1080/10584587.2023.2227056","DOIUrl":"https://doi.org/10.1080/10584587.2023.2227056","url":null,"abstract":"AbstractIn recent years, films fabricated from poly (3, 4-ethylenedioxythiophene): poly (4-styrenesulfonate) (PEDOT: PSS) aqueous dispersions have attracted lot of attention due to their exceptional advantages of high transparency in the visible range, excellent thermal stability and aqueous solution processibility. The effect of annealing on the structural, and optical properties of films obtained by the spin coating method on glass substrates has been investigated. This work investigated the impact of second annealing on the structural, and optical properties of poly (3, 4-ethylene dioxythiophene): poly (styrene sulfonate) (PEDOT: PSS) thin films. Thin films PEDOT: PSS of about 150 nm thicknesses were deposited by sol-gel method spin coating technique at room temperature. The obtained films were annealed twice: by annealing at 110 °C temperature for 15 min, and at 170 °C within one hour. The films were characterized by X-ray diffraction (XRD), spectroscopic ellipsometry (SE), photoluminescence spectroscopy, and atomic force microscopy (AFM) methods. Studies have shown that second annealing has reduced defects, efficiently.Keywords: PEDOTconducting polymersX-ray diffraction analysisellipsometry investigationAFM image Disclosure StatementNo potential conflict of interest was reported by the author(s).","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134968652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on Cloud Platform Software Aging Prediction Method Based on VMD-ARIMA-BilSTM Combined Model 基于VMD-ARIMA-BilSTM组合模型的云平台软件老化预测方法研究
4区 工程技术
Integrated Ferroelectrics Pub Date : 2023-09-02 DOI: 10.1080/10584587.2023.2192665
Fengdong Shi, Zhi Yuan, Min Wang, Jun Cui
{"title":"Research on Cloud Platform Software Aging Prediction Method Based on VMD-ARIMA-BilSTM Combined Model","authors":"Fengdong Shi, Zhi Yuan, Min Wang, Jun Cui","doi":"10.1080/10584587.2023.2192665","DOIUrl":"https://doi.org/10.1080/10584587.2023.2192665","url":null,"abstract":"AbstractWhen the cloud platform runs under heavy load for a long time, internal resources will be consumed and errors will accumulate continuously. As a result, the software aging phenomenon occurs, which ultimately degrades the performance and reliability of the software system. Aiming at the above problems, this paper proposes a hybrid model based on integrated variational mode decomposition, moving average free regression and long and short memory network (VMD-ARIMA-BILSTM) to predict the software aging problem. Firstly, the original resource utilization rate is decomposed into stationary time series and non-stationary time series by variational mode decomposition. Then, the advantages of moving average free regression and bidirectional long short-term memory network are used to predict stationary and non-stationary series respectively. Finally, the prediction results are reconstructed to obtain the final prediction results. Experimental results show that compared with single ARIMA and BI-LSTM, the hybrid model designed in this paper has higher prediction accuracy and faster convergence speed.Keywords: Cloud platformsoftware agingVMDARIMABILSTM Disclosure StatementNo potential conflict of interest was reported by the author(s).","PeriodicalId":13686,"journal":{"name":"Integrated Ferroelectrics","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134968654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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