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Impact of silicon carbide, boron nitride, and zirconium dioxide nanoparticles on ester-based dielectric fluids 碳化硅、氮化硼和二氧化锆纳米颗粒对酯基介电流体的影响
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-01 DOI: 10.1049/nde2.12090
Syed Ahmad Khan, Suhaib Ahmad Khan, Obaidur Rahman, Aejaz Masood, Asfar Ali Khan, Mujib Ullah Zuberi, Farhad Ilahi Bakhsh, Md. Rasidul Islam

This research study investigates the influence of various nanoparticles on the dielectric breakdown voltage, oil dissipation factor, viscosity, and thermal conductivity of nanofluids. Nanofluids were prepared using synthetic ester oil as the base fluid, and three nanoparticles, silicon carbide (SiC), boron nitride (BN), and zirconium dioxide (ZrO2), were added at different concentrations (0.125 wt%, 0.250 wt%, and 0.375 wt%), which are basically the nano-sized powder that can be blended in the oil. The dielectric breakdown voltage testing was conducted to evaluate the electrical performance of the nanofluids. Additionally, rheological measurements were performed to study the kinematic viscosity, while thermal conductivity was determined using appropriate techniques. The enhancements in each property were evaluated and compared for the different nanoparticle concentrations and types. Previous studies focused only on the investigation of the electrical properties of nanofluids. However, in the present study, the electrical as well as thermo-physical characterisation of nanofluids is performed and analysed as they directly affect the cooling performance of transformers. The results provide dielectric and thermo-physical characterisation that exhibit excellent insulation and cooling functionalities and valuable insights into the potential applications of nanofluids as dielectrics in various high-voltage electrical equipment. ZrO2 and SiC nanoparticles exhibited a reduction in the oil dissipation factor. SiC consistently improved breakdown voltage (Bdv), while ZrO2 nanoparticles showed concentration-dependent effects, enhancing Bdv at low concentrations but degrading it at higher ones. Unexpectedly, nanoparticle dispersion and lubrication effects can lead to viscosity reductions, countering conventional expectations. Surprisingly, at the highest concentration, the thermal conductivity decreases compared to the lower nano-concentrations in synthetic ester oil.

本研究考察了不同纳米颗粒对纳米流体介电击穿电压、耗油系数、粘度和导热系数的影响。以合成酯油为基液制备纳米流体,分别加入不同浓度(0.125 wt%、0.250 wt%和0.375 wt%)的碳化硅(SiC)、氮化硼(BN)和二氧化锆(ZrO2) 3种纳米颗粒,这3种纳米颗粒基本就是可以在油中混合的纳米粉体。通过介质击穿电压测试来评价纳米流体的电性能。此外,还进行了流变学测量以研究运动粘度,同时使用适当的技术确定了热导率。在不同的纳米颗粒浓度和类型下,评估和比较了每种性能的增强。以往的研究只关注纳米流体的电学性质。然而,在目前的研究中,纳米流体的电学和热物理特性被执行和分析,因为它们直接影响变压器的冷却性能。研究结果提供了具有优异绝缘和冷却功能的介电和热物理特性,并为纳米流体作为介电材料在各种高压电气设备中的潜在应用提供了有价值的见解。ZrO2和SiC纳米颗粒降低了油的耗散系数。SiC持续提高击穿电压(Bdv),而ZrO2纳米颗粒表现出浓度依赖效应,在低浓度下提高Bdv,在高浓度下降低Bdv。出乎意料的是,纳米颗粒的分散和润滑效果可以导致粘度降低,这与传统的预期相反。令人惊讶的是,在最高浓度下,与较低纳米浓度的合成酯油相比,热导率降低。
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引用次数: 0
An improved approach for the evaluation of the environmental impact of nano-modified insulating oils in electrical transformers 一种改进的变压器用纳米改性绝缘油环境影响评价方法
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-18 DOI: 10.1049/nde2.12089
Ioannis Chronis, Chao Tang, Constantinos S. Psomopoulos

Nano-modified electrical insulating fluids are a promising new family of insulating oils with enhanced characteristics. They can significantly improve many properties, such as fire point, breakdown voltage, partial discharge inception voltage and thermal conductivity etc. However, nanoparticles have raised concerns about the possible harm to human health and the ecosystems, but the environmental impact of nano-modified insulating oils is far more complicated than that. Following the recent research results on the stability of nano-modified particles, the authors introduce environmental aspects that have not attracted attention so far, such as the possible loss of stability of the insulating oil, mechanical erosion problems in parts of the electrical transformer and problems in recycling processes that may turn waste nano-modified insulating oils into an unwanted feed stock for recycling industries. An improved method for the environmental risk assessment (RA) of nano-modified insulating oils, based on an existing model for the RA of nanoparticles, is proposed. The authors reflect the complicated nature of the nanoliquids, mainly due to the stability of the element, which seems to have a paramount role on their environmental impact and is neglected by the current approach in RA.

纳米改性电绝缘油是一种具有较强性能的新型绝缘油。可显著改善材料的燃点、击穿电压、局部放电起始电压、导热系数等性能。然而,纳米颗粒对人类健康和生态系统可能造成的危害引起了人们的关注,但纳米改性绝缘油的环境影响远比这复杂得多。根据最近对纳米改性颗粒稳定性的研究成果,作者介绍了迄今为止尚未引起注意的环境方面,例如绝缘油可能失去稳定性,变压器部分机械侵蚀问题以及回收过程中可能使废弃纳米改性绝缘油成为回收工业不需要的原料的问题。在已有的纳米颗粒环境风险评估模型的基础上,提出了一种改进的纳米改性绝缘油环境风险评估方法。作者反映了纳米液体的复杂性,主要是由于元素的稳定性,这似乎在它们的环境影响中起着至关重要的作用,而目前的RA方法却忽视了这一点。
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引用次数: 0
A combined technique for power transformer fault diagnosis based on k-means clustering and support vector machine 基于均值聚类和支持向量机的电力变压器故障诊断组合技术
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-02 DOI: 10.1049/nde2.12088
Arnaud Nanfak, Abdelmoumene Hechifa, Samuel Eke, Abdelaziz Lakehal, Charles Hubert Kom, Sherif S. M. Ghoneim

This contribution presents a two-step hybrid diagnostic approach, combining k-means clustering for subset formation, followed by subset analysis conducted by human experts. As the feature input vector has a significant influence on the performance of unsupervised machine learning algorithms, seven feature input vectors derived from traditional methods, including Duval pentagon method, Rogers ratio method, three ratios technique, Denkyoken method, ensemble gas characteristics method, Duval triangle method, and Gouda triangle method were explored for the subset formation stage. The seven proposed individual methods, corresponding to the seven feature input vectors, were implemented using a dataset of 595 DGA samples and tested on an additional 254 DGA samples. Furthermore, a combined technique based on a support vector machine was introduced, utilising the diagnostic results of the individual methods as input features. From training and testing, with diagnostic outcomes of 91.09% and 90.94%, the combined technique demonstrated the highest overall diagnostic accuracies. Using the IEC TC10 database, the diagnosis accuracies of the proposed diagnostic methods were compared to existing methods of literature. From the results obtained, the combined technique outperformed the proposed individual methods and existing methods used for comparison.

本文提出了一种两步混合诊断方法,结合了用于形成子集的 k-means 聚类,以及由人类专家进行的子集分析。由于特征输入向量对无监督机器学习算法的性能有重要影响,因此在子集形成阶段探讨了从传统方法中衍生出的七个特征输入向量,包括杜瓦尔五边形法、罗杰斯比率法、三比率技术、Denkyoken 法、集合气体特征法、杜瓦尔三角形法和高达三角形法。使用 595 个 DGA 样本数据集实现了与七个特征输入向量相对应的七种拟议的单独方法,并在另外 254 个 DGA 样本上进行了测试。此外,还引入了一种基于支持向量机的组合技术,利用单个方法的诊断结果作为输入特征。通过训练和测试,综合技术的诊断结果分别为 91.09% 和 90.94%,总体诊断准确率最高。利用 IEC TC10 数据库,将所提出的诊断方法的诊断准确率与现有的文献方法进行了比较。从获得的结果来看,组合技术优于所建议的单个方法和用于比较的现有方法。
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引用次数: 0
Microbial adhesion and nanocomposite-loaded antifouling applications of insulating polymers in transmission lines-a review 微生物黏附与纳米复合材料在输电线路中的防污应用综述
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-19 DOI: 10.1049/nde2.12087
Shifang Yang, Zexuan Zhang, Mingxi Zhu, Yunpeng Liu, Fangcheng Lv

In regions characterised by high humidity and abundant vegetation, the external insulation materials utilised in high-voltage transmission and transformation are frequently fouled with a multitude of microorganisms, thereby jeopardising the reliable operation of the power grid. A comprehensive overview of the periodic growth regulation of parasitic algae is presented upon insulating composites across various regions of the world. Additionally, it highlights the methods for quantitative evaluation and accurate prediction of algae coverage degree. Also, the biological contaminates coating process and the artificial flashover test method are summarised, and the effects of algae on the reliability of inorganic and organic materials used for external insulation are compared. It emphasises the dynamic hygroscopic characteristics and cytoelectronegativity of cell secretions as the critical factors that negatively affect the hydrophobicity and flashover performance of silicone rubber insulators by algae. Furthermore, valuable insights into the long-term inhibition of algae growth on polymeric insulators are provided using eco-friendly antibiotic-loaded silica aerogel nanocomposites.

在高湿、植被丰富的地区,高压输变电使用的外绝缘材料经常受到大量微生物的污染,从而危及电网的可靠运行。全面概述了寄生藻在世界各地区绝缘复合材料上的周期性生长调节。重点介绍了藻类覆盖度定量评价和准确预测的方法。总结了生物污染涂层工艺和人工闪络试验方法,比较了藻类对无机和有机外保温材料可靠性的影响。强调了细胞分泌物的动态吸湿特性和细胞电负性是影响藻类硅橡胶绝缘子疏水闪络性能的关键因素。此外,利用生态友好的抗生素负载二氧化硅气凝胶纳米复合材料,对聚合物绝缘体上藻类生长的长期抑制提供了有价值的见解。
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引用次数: 0
High-performance photonic crystal fibre biosensor for identifying Jurkat cells by refractive index analysis 利用折射率分析识别Jurkat细胞的高性能光子晶体纤维生物传感器
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-18 DOI: 10.1049/nde2.12086
Most. Momtahina Bani, Khalid Sifulla Noor, A. H. M. Iftekharul Ferdous, Md. Shamim Anower

Jurkat cells are immortalised lines of human T lymphocyte cells widely used in research to study leukaemia, signalling of T cells, and immune responses. These cells can be used as models to define the mechanisms of leukaemia and to develop mechanism-based therapies. Jurkat cells can be detected with remarkable accuracy using the recently created Photonic Crystal Fibre (PCF). The suggested design has a hybrid arrangement on its clad surface and a rectangular core. The recently released PCF analyser displays a maximum Relative Sensitivity are 95.81% for Jurkat (type I) and 94.93% for Jurkat (type II), respectively. The Effective Material Loss of 0.0070 cm−1, 0.0080 cm−1, and the Confinement Loss of 9.11 × 10−9 dB/m, 9.15 × 10−8 dB/m were also examined for the previously described units. Jurkat cells represent a model of leukaemia that is very malignant and proliferative, representative of aggressive T-cell acute lymphoblastic leukaemia with the ability to progress rapidly and hence poor prognosis for patients. The benefit of applying a suggested PCF sensor to Jurkat cell detection lies in the high sensitivity to refractive index changes, allowing label-free and real-time monitoring of cell interaction. This PCF sensor can offer high light-matter interaction, custom geometry, and biocompatibility for specific and reliable detection of deadly Jurkat cells in biomedical research and clinical diagnostics.

Jurkat细胞是人类T淋巴细胞的永生化系,广泛用于研究白血病、T细胞信号传导和免疫反应。这些细胞可以作为模型来定义白血病的机制,并开发基于机制的治疗方法。利用最近发明的光子晶体光纤(PCF), Jurkat细胞可以被非常精确地检测到。建议的设计在其覆层表面和矩形核心上有混合排列。最近发布的PCF分析仪对Jurkat (I型)和Jurkat (II型)的最大相对灵敏度分别为95.81%和94.93%。对上述单元的有效材料损耗分别为0.0070 cm−1和0.0080 cm−1,约束损耗分别为9.11 × 10−9 dB/m和9.15 × 10−8 dB/m。Jurkat细胞代表了一种非常恶性和增殖的白血病模型,是侵袭性t细胞急性淋巴细胞白血病的代表,具有快速进展的能力,因此患者预后较差。将所建议的PCF传感器应用于Jurkat细胞检测的好处在于对折射率变化的高灵敏度,允许无标签和实时监测细胞相互作用。这种PCF传感器可以提供高光-物质相互作用,定制几何形状和生物相容性,用于生物医学研究和临床诊断中致命Jurkat细胞的特定和可靠检测。
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引用次数: 0
Strain for toughened epoxy resin composites for GIL tri-post insulators under tension and electric fields GIL三柱绝缘子用增韧环氧树脂复合材料在张力和电场作用下的应变
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-17 DOI: 10.1049/nde2.12083
Liucheng Hao, Weibin Ren, Rui Chen, Yaxiang Wang, Minzheng Yang, Mufeng Zhang, Duanpeng Yuan, Yang Shen

Toughening plays a key role in epoxy resins (EPs) and their composites for high voltage gas-insulated switchgear (GIL) tri-post insulators and receives a lot of attention. However, there are still limited research studies on strain and its distribution for the toughened EPs and composites under tension and especially under high electric fields. Herein, the intrinsically toughening mechanism of EPs (toughening ability: EP-B > EP-A) and their composites with Al2O3 (toughening ability: EP-Bcom > EP-Acom) was explored in terms of chemical characterisation by IR and molecular motion via differential scanning calorimetry and dielectric spectra. A low rigid segment content in EPs contributes to the excellent toughness. Two-dimensional digital image correlation (2D-DIC) and three-dimensional DIC (3D-DIC) were utilised to probe strain and its distribution in EPs and their composites under tension and electric fields, respectively. EP-B with more toughness endows it with a larger strain εF under tensile fields and a greater strain amplitude E| under electric fields than EP-A, such as 9278 με at 1 kN, 16.9% greater than EP-A and 9767 με at 10 kV/mm, 19.3% higher than EP-A. In addition, all samples show minus strain under electric fields due to compression. With the introduction of Al2O3, EP-Bcom exhibits a εF of 2870 με at 1 kN, 69.1% lower than that of EP-B and 49.4% greater than that of EP-Acom, and it provides E| of 5351 με at 10 kV/mm, 45.2% lower than that of EP-B and 13.2% greater than that of EP-Acom. Further, samples with more toughness deliver more uniform strain distribution whether under tension or electric fields.

环氧树脂(EPs)及其复合材料在高压气体绝缘开关设备(GIL)三柱绝缘子中起着关键的作用,并受到了广泛的关注。然而,对增韧EPs及其复合材料在拉伸特别是强电场作用下的应变及其分布的研究仍然有限。其中EPs的内在增韧机制为EP-B >;EP-A)及其与Al2O3(增韧能力:EP-Bcom >;利用红外光谱、差示扫描量热法和介电光谱对EP-Acom进行了化学表征。EPs中较低的刚性段含量使其具有优异的韧性。利用二维数字图像相关技术(2D-DIC)和三维数字图像相关技术(3D-DIC)分别探测了EPs及其复合材料在张力和电场作用下的应变及其分布。EP-B具有较高的韧性,在拉伸场作用下的应变εF和电场作用下的应变幅值|εE|均大于EP-A,在1 kN时的应变幅值为9278 με,比EP-A高16.9%,在10 kV/mm时的应变幅值为9767 με,比EP-A高19.3%。此外,所有样品在电场作用下由于压缩均表现为负应变。加入Al2O3后,EP-Bcom在1 kN时的εF为2870 με,比EP-B低69.1%,比EP-Acom高49.4%;在10 kV/mm时,EP-Bcom的εE为5351 με,比EP-B低45.2%,比EP-Acom高13.2%。此外,无论是在张力还是电场作用下,韧性越强的样品的应变分布越均匀。
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引用次数: 0
Stability of giant dielectric properties in co-doped rutile TiO2 ceramics under temperature and humidity 共掺杂金红石型二氧化钛陶瓷在温度和湿度条件下巨介电常数特性的稳定性
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-14 DOI: 10.1049/nde2.12085
Jurimart Wongsricha, Viyada Harnchana, Pornjuk Srepusharawoot, Nutthakritta Phromviyo, Pairot Moontragoon, Prasit Thongbai

This research investigated the influence of temperature and humidity on the giant dielectric (GD) properties of 1% indium tin oxide and 1% Ta2O5 co-doped TiO2 ceramics sintered at different temperatures. A single phase of rutile TiO2 was obtained in all sintered samples. The mean grain size increased with higher sintering temperatures, resulting in ceramics with a relative density exceeding 98%. A uniform dispersion of dopants and major elements was achieved. Remarkably, the dielectric constant increased significantly from 2 × 103 to 3.7 × 104 with a rising sintering temperature, primarily due to the enlarged grain size. Concurrently, the authors observed low loss tangents, ranging from tanδ≈0.016 to 0.024 at 1 kHz. Slight variations in the dielectric constant were observed with temperature from room temperature up to 210°C, while maintaining remarkably low tanδ. The GD properties were attributed to space charge polarisation at internal interfaces and defect dipoles. Further research explored the impact of environmental conditions on dielectric properties. Remarkably, the ceramics exhibited minimal capacitance variations of less than 10% within the relative humidity range of 30%–95% and temperatures from 15 to 85°C, indicating excellent dielectric stability.

本研究调查了温度和湿度对在不同温度下烧结的 1%氧化铟锡和 1%Ta2O5共掺杂二氧化钛陶瓷的巨介电常数(GD)特性的影响。在所有烧结样品中都得到了单相金红石型二氧化钛。平均晶粒尺寸随着烧结温度的升高而增大,从而使陶瓷的相对密度超过 98%。掺杂剂和主要元素实现了均匀分散。值得注意的是,随着烧结温度的升高,介电常数从 2 × 103 显著增加到 3.7 × 104,这主要是由于晶粒尺寸增大所致。与此同时,作者还观察到了较低的损耗正切,在 1 kHz 时,损耗正切从 tanδ≈0.016 到 0.024 不等。介电常数随温度(从室温到 210°C)的变化而略有变化,但 tanδ 却保持在很低的水平。GD 特性归因于内部界面的空间电荷极化和缺陷偶极子。进一步的研究探索了环境条件对介电特性的影响。值得注意的是,在相对湿度为 30%-95% 和温度为 15-85°C 的范围内,陶瓷的电容变化极小,小于 10%,这表明陶瓷具有出色的介电性能稳定性。
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引用次数: 0
High-performance sulphur dioxide sensor: Unveiling the potential of photonic crystal fibre technology 高性能二氧化硫传感器:挖掘光子晶体光纤技术的潜力
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-08 DOI: 10.1049/nde2.12084
A. H. M. Iftekharul Ferdous, Md. Mynuddin, Khalid Sifulla Noor

The authors present an innovative photonic crystal fibre (PCF) detector that has the ability to detect sulphur dioxide (SO2) gas. This deadly gas having no tone at all with a strong aroma. Our suggested sensor is designed with heptagonal cladding along with octagonal core. It displays exclusive performance in detecting SO2 with an elevated relative sensitivity (RS). The max RS for this sensor is 87.39% with a tiny Confinement Loss of 6.8194 × 10−4 dB/m and having a total loss of 1.80609 × 10−2 dB/m at optimum frequency of 1.8 THz. Suggested PCF sensor also has effective material loss of 0.017379 cm−1 and effective area of 5.39710 × 10−8 m2. Among the principal air pollutants that can irritate and make respiration tough is SO2 and prolonged exposure could be a factor in permanent breathing problems. It also contributes to the development of acid rain, which damages aquatic environments. Therefore, it becomes necessary to detect this harmful gas and that can be effectively done with the proposed PCF sensor. The suggested PCF sensor can be crucial to minimise the air pollution rate. It will play a vital role for the improvement of human health safety from this deadly element.

作者介绍了一种创新的光子晶体光纤(PCF)探测器,它能够探测二氧化硫(SO2)气体。这种致命气体没有任何声调,但有强烈的香味。我们建议的传感器采用七角包层和八角核心设计。它在检测二氧化硫方面具有独特的性能,相对灵敏度(RS)较高。在 1.8 太赫兹的最佳频率下,该传感器的最大 RS 值为 87.39%,极小的封闭损耗为 6.8194 × 10-4 dB/m,总损耗为 1.80609 × 10-2 dB/m。建议的 PCF 传感器的有效材料损耗为 0.017379 cm-1,有效面积为 5.39710 × 10-8 m2。二氧化硫是一种主要的空气污染物,会刺激人体并使呼吸困难,长期接触会导致永久性呼吸问题。它还会导致酸雨的形成,破坏水生环境。因此,有必要检测这种有害气体,而建议的 PCF 传感器可以有效地做到这一点。建议的 PCF 传感器对于最大限度地降低空气污染率至关重要。它将在改善人类健康安全方面发挥重要作用。
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引用次数: 0
Improvement in non-linear electrical conductivity of silicone rubber by incorporating zinc oxide fillers and grafting small polar molecules 通过加入氧化锌填料和接枝小极性分子改善硅橡胶的非线性导电性能
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-20 DOI: 10.1049/nde2.12080
Qingguo Chi, Huiyang Zhang, Zhaotong Meng, Changhai Zhang, Yongquan Zhang, Yue Zhang, Chao Yin, Tiandong Zhang

Silicone rubber (SiR) is commonly used in reinforced insulation parts for high-voltage direct current (HVDC) cable accessories due to its excellent insulation, elasticity, and high-temperature resistance. HVDC cable accessories always suffer from the local electric field concentration due to the electrical conductivity mismatch between reinforced insulation and main insulation, which can ultimately lead to electric breakdown. The non-linear conductive composites based on SiR have the ability to adaptively adjust the distribution of the electric field in cable accessories. This is expected to solve the problem of localised electric field concentration. The zinc oxide (ZnO) and glycidyl methacrylate (GMA) are used as fillers and grafted modifier respectively to improve the non-linear electrical conductivity of ZnO/SiR-GMA composites. The results indicate that grafting GMA can increase electrical conductivity of SiR, while doping ZnO filler enables SiR to have non-linear conductivity characteristics. The combination of doping and grafting modification of the composites achieves excellent non-linear conductive properties at lower ZnO filler content. Additionally, the mechanical properties of the modified composites are enhanced. The simulation results indicate that ZnO/SiR-GMA is the most effective material for homogenising the electric field when used as reinforced insulation for cable intermediate joints.

硅橡胶(SiR)具有优异的绝缘性、弹性和耐高温性,因此常用于高压直流(HVDC)电缆附件的增强绝缘部件。由于增强绝缘和主绝缘之间的导电性能不匹配,高压直流电缆附件总是存在局部电场集中的问题,最终可能导致电气击穿。基于 SiR 的非线性导电复合材料能够自适应地调整电缆附件中的电场分布。这有望解决局部电场集中的问题。氧化锌(ZnO)和甲基丙烯酸缩水甘油酯(GMA)分别用作填料和接枝改性剂,以提高 ZnO/SiR-GMA 复合材料的非线性导电性。结果表明,接枝 GMA 可提高 SiR 的导电性,而掺杂 ZnO 填料可使 SiR 具有非线性导电特性。复合材料的掺杂和接枝改性相结合,可在较低的氧化锌填料含量下实现优异的非线性导电特性。此外,改性复合材料的机械性能也得到了提高。模拟结果表明,在用作电缆中间接头的增强绝缘材料时,ZnO/SiR-GMA 是均匀电场的最有效材料。
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引用次数: 0
Traditional fault diagnosis methods for mineral oil-immersed power transformer based on dissolved gas analysis: Past, present and future 基于溶解气体分析的矿物油浸式电力变压器传统故障诊断方法:过去、现在和未来
IF 3.8 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-04-22 DOI: 10.1049/nde2.12082
Arnaud Nanfak, Eke Samuel, Issouf Fofana, Fethi Meghnefi, Martial Gildas Ngaleu, Charles Hubert Kom

A key factor in ensuring the efficient and safe operation of power transformers is the early and accurate diagnosis of incipient faults. Among the tools available to achieve this goal, dissolved gas analysis (DGA) is widely used by power transformers' maintenance professionals. It is a preventive maintenance tool, used for condition monitoring, fault diagnosis and unplanned outage prevention. With the development of artificial intelligence (AI), many intelligent-based methods using AI tools have been proposed in the literature for DGA data interpretation. Although these methods achieve high diagnostic accuracies and improve DGA efficiency, they are generally complicated and the research documented in these publications is difficult to replicate. Traditional DGA-based methods are simple, easy to understand and implement, and widely used by power transformers' maintenance professionals. Many methods proposed in recent years overcome the limitations of the pioneer methods and are increasingly effective. The authors present a detailed and comprehensive literature review of the traditional DGA-based methods for mineral oil-immersed power transformer faults diagnosis. This review also addresses ways to improve the efficiency of the available traditional methods. Some pitfalls that need to be taken into account to improve the efficiency of the DGA-based diagnostic methods are also presented.

确保电力变压器高效安全运行的一个关键因素是及早准确地诊断出初期故障。在可用于实现这一目标的工具中,溶解气体分析 (DGA) 被电力变压器维护专业人员广泛使用。它是一种预防性维护工具,用于状态监测、故障诊断和意外停电预防。随着人工智能(AI)的发展,文献中提出了许多使用人工智能工具的基于智能的 DGA 数据解读方法。虽然这些方法能达到很高的诊断精度并提高 DGA 效率,但它们一般都很复杂,而且这些出版物中记录的研究很难复制。传统的基于 DGA 的方法简单、易于理解和实施,被电力变压器维护专业人员广泛使用。近年来提出的许多方法克服了先驱方法的局限性,而且越来越有效。作者对基于 DGA 的矿物油浸式电力变压器故障诊断传统方法进行了详细而全面的文献综述。这篇综述还探讨了如何提高现有传统方法的效率。此外,还介绍了提高基于 DGA 诊断方法效率所需注意的一些误区。
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引用次数: 0
期刊
IET Nanodielectrics
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