Araştırma Makalesi
BibTex RIS Kaynak Göster

ORTA GERİLİM XLPE KABLOLARINDA KISMİ DEŞARJA NEDEN OLAN BOŞLUKLARIN ÖZGÜN BİR SRR TABANLI MİKRODALGA SENSÖR İLE YÜKSEK HASSASİYETLİ TESPİTİ

Yıl 2026, Cilt: 14 Sayı: 1, 150 - 169, 20.03.2026
https://doi.org/10.21923/jesd.1856770
https://izlik.org/JA29XC22PL

Öz

Yüksek gerilim güç kablolarının yalıtım katmanı içindeki hava boşlukları, yalıtım delinmesine yol açabilen kısmi deşarj (PD) olaylarını tetikleyerek sistem güvenilirliği için bir tehdit oluşturur. Bu çalışmada, XLPE kablo yalıtımında hava boşluklarının tahribatsız tespiti için mikrodalga rezonans tekniğine dayalı Ayrık Halka Rezonatör sensörü tasarlanmış ve deneysel olarak doğrulanmıştır. Genellikle anten tabanlı yapılar kullanarak S11 parametresi aracılığıyla PD sinyallerini tespit etmeye odaklanan literatürdeki çalışmaların aksine, bu çalışma iletim hattı tabanlı bir sensör kullanarak dielektrik değişimleri doğrudan tespit etmeyi amaçlamaktadır. Geliştirilen sensör, hava boşluklarının ortamın etkin dielektrik sabitini azaltması prensibine dayanarak rezonans frekansında değişikliklere neden olmuştur. Deneysel analizler, sensörün yarı iletken katmanın ve dış koruyucu kılıfın kalkanlama etkilerine rağmen iç yapıyı analiz etmek için yeterli nüfuz derinliğine sahip olduğunu göstermiştir. Saha koşullarını simüle eden tam kablo yapısında, rezonans frekansı kusursuz referans durumunda 4.42 GHz olarak ölçülmüştür. Bu frekans değeri, hacimsel boşluğun en baskın olduğu senaryoda 4.60 GHz'e, dar/derin boşluk için 4.56 GHz'e ve sığ boşluk için 4.54 GHz'e değişmiştir. Referans durumuna göre 460 MHz'e varan frekans farkları, sadece kusurun tespit edilmesini değil, aynı zamanda büyüklüğünün ve özelliklerinin de analiz edilmesini sağlamıştır.

Kaynakça

  • Anonymous, (1993). Milkdetermination of nitrogencontent, IDF Standart 20B.
  • Anonymous, (2000a). AOAC Offical Method 926.124. Acidity of Cheese. TitrimetricMethod. OfficialMethods of analysis of AOAC International, Vol. 2, 17th ed., Gaithersburg, USA.
  • Anonymous, (2000b). AOAC Official method 975.20. Salt in cheese. OfficialMethods of Analysis of AOAC International, Vol:2, 17th ed., Gaithersburg, USA.
  • Bansal, V. & Veena, N. (2024). Understanding the role of pH in cheese manufacturing: General aspects of cheese quality and safety. Journal of food science and technology, 61(1), 16-26.
  • Bardakçı, B. & Seçilmiş, H. (2006). Isparta bölgesindeki gül yağının kimyasal içeriğinin GC-MS ve FTIR Spektroskopisi tekniği ile incelenmesi. SDÜ Fen Edebiyat Fakültesi Fen Dergisi (E
  • Al-Mudhafar, A. A., & Ra’ed, A. M. (2022). High-precise microwave active antenna sensor (MAAS) formulated for sensing liquid properties. Sensors and Actuators A: Physical, 341, 113567.
  • Arikan, O., Uydur, C. C., & Kumru, C. F. (2023). Insulation evaluation of MV underground cable with partial discharge and dielectric dissipation factor measurements. Electric Power Systems Research, 220, 109338. Bartnikas, R. (2002). Detection of partial discharges (corona) in electrical apparatus. IEEE transactions on Electrical Insulation, 25(1), 111-124.
  • Bartnikas, R. (2002). Partial discharges. Their mechanism, detection and measurement. IEEE Transactions on Dielectrics and Electrical Insulation, 9(5), 763-808.
  • Chai, H., Phung, B. T., & Mitchell, S. (2019). Application of UHF sensors in power system equipment for partial discharge detection: A review. Sensors, 19(5), 1029.
  • Chimunda, S., & Nyamupangedengu, C. (2019). A reliability assessment model for an outdoor 88 kV XLPE cable termination. Electric Power Systems Research, 177, 105979.
  • Chowdhury, M. Z. B., Islam, M. T., Alzamil, A., Soliman, M. S., & Samsuzzaman, M. (2024). A tunable star-shaped highly sensitive microwave sensor for solid and liquid sensing. Alexandria Engineering Journal, 86, 644-662.
  • Densley, J. (2002). Ageing mechanisms and diagnostics for power cables-an overview. IEEE electrical insulation magazine, 17(1), 14-22.
  • Dissado, L. (2002). Understanding electrical trees in solids: from experiment to theory. IEEE Transactions on Dielectrics and Electrical Insulation, 9(4), 483-497.
  • Forssen, C., & Edin, H. (2008). Partial discharges in a cavity at variable applied frequency part 2: measurements and modeling. IEEE Transactions on Dielectrics and Electrical Insulation, 15(6), 1610-1616.
  • Genç, İ., Gözel, M. A., & Kahriman, M. (2025). Microwave sensor design with directional coupler-based CSRR structure for the characterization of the dielectric properties of solid materials. Measurement, 119548.
  • Gocen, C., & Palandoken, M. (2023). UHF RFID microwave sensor Tag design for an RSSI-Based machine learning assisted binary Ethanol–Water mixture characterization. IEEE Sensors Journal, 24(1), 262-269.
  • Gocen, C., & Palandoken, M. (2024). Equivalent Circuit Model of Two Symmetrical Split Ring Resonators based Microwave Sensor Design.
  • Han, X., Liu, K., & Zhang, S. (2024). High-sensitivity dual-band microfluidic microwave sensor for liquid dielectric characterization. IEEE Sensors Journal.
  • Han, X., Liu, K., Zhang, S., Peng, P., Fu, C., Qiao, L., & Ma, Z. (2024). CSRR metamaterial microwave sensor for measuring dielectric constants of solids and liquids. IEEE Sensors Journal, 24(9), 14167-14176.
  • Haque, M. A., Sarker, N., Sawaran Singh, N. S., Rahman, M. A., Hasan, M. N., Islam, M., Zakariya, M. A., Paul, L. C., Sharker, A. H., & Abro, G. E. M. (2022). Dual band antenna design and prediction of resonance frequency using machine learning approaches. Applied Sciences, 12(20), 10505.
  • Hossen, M. S., Islam, M. T., Alawad, M. A., Kirawanich, P., Baharuddin, M. H., Alkhrijah, Y., Ouda, M., & Soliman, M. S. (2025). Miniaturized Metamaterial Microwave Sensor with ML Assisted Optimization for Label-Free Liquid Sensing. IEEE Sensors Journal.
  • Illias, H., Chen, G., & Lewin, P. L. (2011). Modeling of partial discharge activity in spherical cavities within a dielectric material. IEEE electrical insulation magazine, 27(1), 38-45.
  • Islam, M. A., & Kharkovsky, S. (2016). Detection and monitoring of gap in concrete-based composite structures using microwave dual waveguide sensor. IEEE Sensors Journal, 17(4), 986-993.
  • Kaziz, S., Said, M. H., Imburgia, A., Maamer, B., Flandre, D., Romano, P., & Tounsi, F. (2023). Radiometric partial discharge detection: A review. Energies, 16(4), 1978.
  • Kiani, S., Rezaei, P., Navaei, M., & Abrishamian, M. S. (2018). Microwave sensor for detection of solid material permittivity in single/multilayer samples with high quality factor. IEEE Sensors Journal, 18(24), 9971-9977.
  • Kreuger, F., Gulski, E., & Krivda, A. (2002). Classification of partial discharges. IEEE transactions on Electrical Insulation, 28(6), 917-931.
  • Kumru, C. F., Lutfi, A., El-Hag, A., Darwish, A., Refaat, S. S., & Abu-Rub, H. (2023). A study on the ability of different non-intrusive sensors for diagnosing outdoor insulator defects. 2023 IEEE Electrical Insulation Conference (EIC).
  • Li, T., Rong, M., Zheng, C., & Wang, X. (2012). Development simulation and experiment study on UHF partial discharge sensor in GIS. IEEE Transactions on Dielectrics and Electrical Insulation, 19(4), 1421-1430.
  • Liu, M., Liu, Y., Li, Y., Zheng, P., & Rui, H. (2017). Growth and partial discharge characteristics of electrical tree in XLPE under AC-DC composite voltage. IEEE Transactions on Dielectrics and Electrical Insulation, 24(4), 2282-2290.
  • Niemeyer, L. (2002). A generalized approach to partial discharge modeling. IEEE Transactions on Dielectrics and Electrical Insulation, 2(4), 510-528.
  • Palandoken, M., & Gocen, C. (2025a). Microwave sensor designs for liquid material dielectric characterization: Technological advances and applications. Sensors and Actuators A: Physical, 116381.
  • Palandoken, M., & Gocen, C. (2025b). RFID-enabled ML-assisted microwave liquid sensor design for complex dielectric characterization of water-methanol mixture. Sensors and Actuators A: Physical, 382, 116142.
  • Palandoken, M., Gocen, C., Khan, T., Zakaria, Z., Elfergani, I., Zebiri, C., Rodriguez, J., & Abd-Alhameed, R. A. (2023). Novel microwave fluid sensor for complex dielectric parameter measurement of ethanol–water solution. IEEE Sensors Journal, 23(13), 14074-14083.
  • Pozar, D. M., Microwave Engineering. Hoboken, NJ, USA: Wiley, 2011.
  • Rostaghi-Chalaki, M., Yousefpour, K., Donohoe, J. P., Kurum, M., Park, C., & Klüss, J. (2020). Design of transmission line and electromagnetic field sensors for DC partial discharge analysis. IEEE Transactions on Dielectrics and Electrical Insulation, 27(6), 2138-2146. Shibuya, Y., Matsumoto, S., Tanaka, M., Muto, H., & Kaneda, Y. (2010). Electromagnetic waves from partial discharges and their detection using patch antenna. IEEE Transactions on Dielectrics and Electrical Insulation, 17(3), 862-871.
  • SikorSki, W., Szymczak, C., Siodła, K., & Polak, F. (2018). Hilbert curve fractal antenna for detection and on-line monitoring of partial discharges in power transformers. Eksploatacja i Niezawodność, 20(3), 343-351.
  • Uwiringiyimana, J. P., Khayam, U., & Montanari, G. C. (2022). Design and implementation of ultra-wide band antenna for partial discharge detection in high voltage power equipment. IEEE Access, 10, 10983-10994.
  • Vogelsang, R., Sekula, O., Nyffenegger, H., & Weissenberg, W. (2009). Long-term experiences with XLPE cable systems up to 550 kV. Konferenka Siovenskih Electroenergetikov–Kranjska Gora.
  • Xavier, G. V., da Costa, E. G., Serres, A. J., Nobrega, L. A., Oliveira, A. C., & Sousa, H. F. (2019). Design and application of a circular printed monopole antenna in partial discharge detection. IEEE Sensors Journal, 19(10), 3718-3725.
  • Yaacob, M., Alsaedi, M. A., Rashed, J., Dakhil, A., & Atyah, S. (2014). Review on partial discharge detection techniques related to high voltage power equipment using different sensors. Photonic sensors, 4(4), 325-337.
  • Yadam, Y. R., Sarathi, R., & Arunachalam, K. (2022). Planar ultrawideband circularly polarized cosine slot Archimedean spiral antenna for partial discharge detection. IEEE Access, 10, 35701-35711.
  • Yıldırım, M., & Gözel, M. A. (2023). Asimetrik eş-düzlemsel şerit beslemeli anten ile motor yağ seviye ve kullanim ömrü tespiti. Mühendislik Bilimleri ve Tasarım Dergisi, 11(3), 904-915.
  • Yıldırım, M., & Gözel, M. A. (2025). High-sensitivity microwave sensor for buffalo milk fat rate and adulteration analysis with branch line coupler. Engineering Science and Technology, an International Journal, 71, 102172.
  • Zarifi, M. H., Deif, S., Abdolrazzaghi, M., Chen, B., Ramsawak, D., Amyotte, M., Vahabisani, N., Hashisho, Z., Chen, W., & Daneshmand, M. (2017). A microwave ring resonator sensor for early detection of breaches in pipeline coatings. IEEE Transactions on industrial electronics, 65(2), 1626-1635.
  • Zhang, J., Zhang, X., & Xiao, S. (2017). Antipodal Vivaldi antenna to detect uhf signals that leaked out of the joint of a transformer. International Journal of Antennas and Propagation, 2017(1), 9627649.
  • Zhang, Z., Assala, P. D. S., & Wu, L. (2018). Residual life assessment of 110 kV XLPE cable. Electric Power Systems Research, 163, 572-580.

HIGH-SENSITIVITY DETECTION OF PARTIAL DISCHARGE-INDUCING VOIDS IN MEDIUM VOLTAGE XLPE CABLES USING A NOVEL SRR-BASED MICROWAVE SENSOR

Yıl 2026, Cilt: 14 Sayı: 1, 150 - 169, 20.03.2026
https://doi.org/10.21923/jesd.1856770
https://izlik.org/JA29XC22PL

Öz

Air voids within the insulation layer of high-voltage power cables constitute a significant threat to system reliability by triggering partial discharge (PD) events, which can eventually lead to catastrophic insulation breakdown. In this study, a Split Ring Resonator (SRR) sensor based on the microwave resonance technique was designed and experimentally validated for the non-destructive detection of air voids in XLPE cable insulation. Distinct from existing literature, which predominantly utilizes antenna-based structures to capture PD signals via reflection coefficients (S11), this work employs a transmission line-based sensor to detect local dielectric changes directly through transmission parameter (S21) monitoring. The developed sensor induced significant resonance frequency shifts based on the principle that air voids reduce the effective dielectric constant. Experimental analyses demonstrated that the sensor possesses sufficient penetration depth to analyze the internal structure despite the shielding effects of the semiconductor layer and the outer protective sheath. In full-scale cable tests, the reference resonance frequency of 4.42 GHz shifted to 4.60 GHz for the dominant volumetric void, 4.56 GHz for the narrow void, and 4.54 GHz for the shallow void. With frequency differences reaching up to 460 MHz relative to the reference state, the sensor enabled both defect detection and characterization.

Kaynakça

  • Anonymous, (1993). Milkdetermination of nitrogencontent, IDF Standart 20B.
  • Anonymous, (2000a). AOAC Offical Method 926.124. Acidity of Cheese. TitrimetricMethod. OfficialMethods of analysis of AOAC International, Vol. 2, 17th ed., Gaithersburg, USA.
  • Anonymous, (2000b). AOAC Official method 975.20. Salt in cheese. OfficialMethods of Analysis of AOAC International, Vol:2, 17th ed., Gaithersburg, USA.
  • Bansal, V. & Veena, N. (2024). Understanding the role of pH in cheese manufacturing: General aspects of cheese quality and safety. Journal of food science and technology, 61(1), 16-26.
  • Bardakçı, B. & Seçilmiş, H. (2006). Isparta bölgesindeki gül yağının kimyasal içeriğinin GC-MS ve FTIR Spektroskopisi tekniği ile incelenmesi. SDÜ Fen Edebiyat Fakültesi Fen Dergisi (E
  • Al-Mudhafar, A. A., & Ra’ed, A. M. (2022). High-precise microwave active antenna sensor (MAAS) formulated for sensing liquid properties. Sensors and Actuators A: Physical, 341, 113567.
  • Arikan, O., Uydur, C. C., & Kumru, C. F. (2023). Insulation evaluation of MV underground cable with partial discharge and dielectric dissipation factor measurements. Electric Power Systems Research, 220, 109338. Bartnikas, R. (2002). Detection of partial discharges (corona) in electrical apparatus. IEEE transactions on Electrical Insulation, 25(1), 111-124.
  • Bartnikas, R. (2002). Partial discharges. Their mechanism, detection and measurement. IEEE Transactions on Dielectrics and Electrical Insulation, 9(5), 763-808.
  • Chai, H., Phung, B. T., & Mitchell, S. (2019). Application of UHF sensors in power system equipment for partial discharge detection: A review. Sensors, 19(5), 1029.
  • Chimunda, S., & Nyamupangedengu, C. (2019). A reliability assessment model for an outdoor 88 kV XLPE cable termination. Electric Power Systems Research, 177, 105979.
  • Chowdhury, M. Z. B., Islam, M. T., Alzamil, A., Soliman, M. S., & Samsuzzaman, M. (2024). A tunable star-shaped highly sensitive microwave sensor for solid and liquid sensing. Alexandria Engineering Journal, 86, 644-662.
  • Densley, J. (2002). Ageing mechanisms and diagnostics for power cables-an overview. IEEE electrical insulation magazine, 17(1), 14-22.
  • Dissado, L. (2002). Understanding electrical trees in solids: from experiment to theory. IEEE Transactions on Dielectrics and Electrical Insulation, 9(4), 483-497.
  • Forssen, C., & Edin, H. (2008). Partial discharges in a cavity at variable applied frequency part 2: measurements and modeling. IEEE Transactions on Dielectrics and Electrical Insulation, 15(6), 1610-1616.
  • Genç, İ., Gözel, M. A., & Kahriman, M. (2025). Microwave sensor design with directional coupler-based CSRR structure for the characterization of the dielectric properties of solid materials. Measurement, 119548.
  • Gocen, C., & Palandoken, M. (2023). UHF RFID microwave sensor Tag design for an RSSI-Based machine learning assisted binary Ethanol–Water mixture characterization. IEEE Sensors Journal, 24(1), 262-269.
  • Gocen, C., & Palandoken, M. (2024). Equivalent Circuit Model of Two Symmetrical Split Ring Resonators based Microwave Sensor Design.
  • Han, X., Liu, K., & Zhang, S. (2024). High-sensitivity dual-band microfluidic microwave sensor for liquid dielectric characterization. IEEE Sensors Journal.
  • Han, X., Liu, K., Zhang, S., Peng, P., Fu, C., Qiao, L., & Ma, Z. (2024). CSRR metamaterial microwave sensor for measuring dielectric constants of solids and liquids. IEEE Sensors Journal, 24(9), 14167-14176.
  • Haque, M. A., Sarker, N., Sawaran Singh, N. S., Rahman, M. A., Hasan, M. N., Islam, M., Zakariya, M. A., Paul, L. C., Sharker, A. H., & Abro, G. E. M. (2022). Dual band antenna design and prediction of resonance frequency using machine learning approaches. Applied Sciences, 12(20), 10505.
  • Hossen, M. S., Islam, M. T., Alawad, M. A., Kirawanich, P., Baharuddin, M. H., Alkhrijah, Y., Ouda, M., & Soliman, M. S. (2025). Miniaturized Metamaterial Microwave Sensor with ML Assisted Optimization for Label-Free Liquid Sensing. IEEE Sensors Journal.
  • Illias, H., Chen, G., & Lewin, P. L. (2011). Modeling of partial discharge activity in spherical cavities within a dielectric material. IEEE electrical insulation magazine, 27(1), 38-45.
  • Islam, M. A., & Kharkovsky, S. (2016). Detection and monitoring of gap in concrete-based composite structures using microwave dual waveguide sensor. IEEE Sensors Journal, 17(4), 986-993.
  • Kaziz, S., Said, M. H., Imburgia, A., Maamer, B., Flandre, D., Romano, P., & Tounsi, F. (2023). Radiometric partial discharge detection: A review. Energies, 16(4), 1978.
  • Kiani, S., Rezaei, P., Navaei, M., & Abrishamian, M. S. (2018). Microwave sensor for detection of solid material permittivity in single/multilayer samples with high quality factor. IEEE Sensors Journal, 18(24), 9971-9977.
  • Kreuger, F., Gulski, E., & Krivda, A. (2002). Classification of partial discharges. IEEE transactions on Electrical Insulation, 28(6), 917-931.
  • Kumru, C. F., Lutfi, A., El-Hag, A., Darwish, A., Refaat, S. S., & Abu-Rub, H. (2023). A study on the ability of different non-intrusive sensors for diagnosing outdoor insulator defects. 2023 IEEE Electrical Insulation Conference (EIC).
  • Li, T., Rong, M., Zheng, C., & Wang, X. (2012). Development simulation and experiment study on UHF partial discharge sensor in GIS. IEEE Transactions on Dielectrics and Electrical Insulation, 19(4), 1421-1430.
  • Liu, M., Liu, Y., Li, Y., Zheng, P., & Rui, H. (2017). Growth and partial discharge characteristics of electrical tree in XLPE under AC-DC composite voltage. IEEE Transactions on Dielectrics and Electrical Insulation, 24(4), 2282-2290.
  • Niemeyer, L. (2002). A generalized approach to partial discharge modeling. IEEE Transactions on Dielectrics and Electrical Insulation, 2(4), 510-528.
  • Palandoken, M., & Gocen, C. (2025a). Microwave sensor designs for liquid material dielectric characterization: Technological advances and applications. Sensors and Actuators A: Physical, 116381.
  • Palandoken, M., & Gocen, C. (2025b). RFID-enabled ML-assisted microwave liquid sensor design for complex dielectric characterization of water-methanol mixture. Sensors and Actuators A: Physical, 382, 116142.
  • Palandoken, M., Gocen, C., Khan, T., Zakaria, Z., Elfergani, I., Zebiri, C., Rodriguez, J., & Abd-Alhameed, R. A. (2023). Novel microwave fluid sensor for complex dielectric parameter measurement of ethanol–water solution. IEEE Sensors Journal, 23(13), 14074-14083.
  • Pozar, D. M., Microwave Engineering. Hoboken, NJ, USA: Wiley, 2011.
  • Rostaghi-Chalaki, M., Yousefpour, K., Donohoe, J. P., Kurum, M., Park, C., & Klüss, J. (2020). Design of transmission line and electromagnetic field sensors for DC partial discharge analysis. IEEE Transactions on Dielectrics and Electrical Insulation, 27(6), 2138-2146. Shibuya, Y., Matsumoto, S., Tanaka, M., Muto, H., & Kaneda, Y. (2010). Electromagnetic waves from partial discharges and their detection using patch antenna. IEEE Transactions on Dielectrics and Electrical Insulation, 17(3), 862-871.
  • SikorSki, W., Szymczak, C., Siodła, K., & Polak, F. (2018). Hilbert curve fractal antenna for detection and on-line monitoring of partial discharges in power transformers. Eksploatacja i Niezawodność, 20(3), 343-351.
  • Uwiringiyimana, J. P., Khayam, U., & Montanari, G. C. (2022). Design and implementation of ultra-wide band antenna for partial discharge detection in high voltage power equipment. IEEE Access, 10, 10983-10994.
  • Vogelsang, R., Sekula, O., Nyffenegger, H., & Weissenberg, W. (2009). Long-term experiences with XLPE cable systems up to 550 kV. Konferenka Siovenskih Electroenergetikov–Kranjska Gora.
  • Xavier, G. V., da Costa, E. G., Serres, A. J., Nobrega, L. A., Oliveira, A. C., & Sousa, H. F. (2019). Design and application of a circular printed monopole antenna in partial discharge detection. IEEE Sensors Journal, 19(10), 3718-3725.
  • Yaacob, M., Alsaedi, M. A., Rashed, J., Dakhil, A., & Atyah, S. (2014). Review on partial discharge detection techniques related to high voltage power equipment using different sensors. Photonic sensors, 4(4), 325-337.
  • Yadam, Y. R., Sarathi, R., & Arunachalam, K. (2022). Planar ultrawideband circularly polarized cosine slot Archimedean spiral antenna for partial discharge detection. IEEE Access, 10, 35701-35711.
  • Yıldırım, M., & Gözel, M. A. (2023). Asimetrik eş-düzlemsel şerit beslemeli anten ile motor yağ seviye ve kullanim ömrü tespiti. Mühendislik Bilimleri ve Tasarım Dergisi, 11(3), 904-915.
  • Yıldırım, M., & Gözel, M. A. (2025). High-sensitivity microwave sensor for buffalo milk fat rate and adulteration analysis with branch line coupler. Engineering Science and Technology, an International Journal, 71, 102172.
  • Zarifi, M. H., Deif, S., Abdolrazzaghi, M., Chen, B., Ramsawak, D., Amyotte, M., Vahabisani, N., Hashisho, Z., Chen, W., & Daneshmand, M. (2017). A microwave ring resonator sensor for early detection of breaches in pipeline coatings. IEEE Transactions on industrial electronics, 65(2), 1626-1635.
  • Zhang, J., Zhang, X., & Xiao, S. (2017). Antipodal Vivaldi antenna to detect uhf signals that leaked out of the joint of a transformer. International Journal of Antennas and Propagation, 2017(1), 9627649.
  • Zhang, Z., Assala, P. D. S., & Wu, L. (2018). Residual life assessment of 110 kV XLPE cable. Electric Power Systems Research, 163, 572-580.
Toplam 46 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Mühendislik Elektromanyetiği, Yüksek Gerilim, Radyo Frekansı Mühendisliği
Bölüm Araştırma Makalesi
Yazarlar

Mustafa Yıldırım 0000-0002-5675-1714

Mahmut Ahmet Gözel 0000-0002-0360-7188

Celal Fadıl Kumru 0000-0003-4248-6355

Gönderilme Tarihi 5 Ocak 2026
Kabul Tarihi 23 Ocak 2026
Yayımlanma Tarihi 20 Mart 2026
DOI https://doi.org/10.21923/jesd.1856770
IZ https://izlik.org/JA29XC22PL
Yayımlandığı Sayı Yıl 2026 Cilt: 14 Sayı: 1

Kaynak Göster

APA Yıldırım, M., Gözel, M. A., & Kumru, C. F. (2026). HIGH-SENSITIVITY DETECTION OF PARTIAL DISCHARGE-INDUCING VOIDS IN MEDIUM VOLTAGE XLPE CABLES USING A NOVEL SRR-BASED MICROWAVE SENSOR. Mühendislik Bilimleri ve Tasarım Dergisi, 14(1), 150-169. https://doi.org/10.21923/jesd.1856770