• International Journal of Technology (IJTech)
  • Vol 16, No 5 (2025)

Comparative Study on the Performance of Ester Oil for Transformer Retrofilling

Comparative Study on the Performance of Ester Oil for Transformer Retrofilling

Title: Comparative Study on the Performance of Ester Oil for Transformer Retrofilling
David Silalahi, Heri Hermansyah, Patrick Cognet

Corresponding email:


Cite this article as:
Silalahi, D, Hermansyah, H & Cognet, P 2025, ‘Comparative study on the performance of ester oil for transformer retrofilling’, International Journal of Technology, vol. 16, no. 5, pp. 1752-1771 

139
Downloads
David Silalahi 1. Department of Chemical Engineering, Faculty of Engineering, Universitas Indonesia, Depok 16424, Indonesia 2. Western Java Transmission Main Unit, PT Perusahaan Listrik Negara (Persero), Depok 1651
Heri Hermansyah 1. Department of Chemical Engineering, Faculty of Engineering, Universitas Indonesia, Depok 16424, Indonesia 2. Research Center for Biomass Valorizations, Universitas Indonesia, Depok 16424, Indonesi
Patrick Cognet Laboratoire de Génie Chimique, Université de Toulouse, CNRS, INPT, UPS, Toulouse, F-31432, France
Email to Corresponding Author

Abstract
Comparative Study on the Performance of Ester Oil for Transformer Retrofilling

For long-term operation and sustainability, transformers require reliable and eco-friendly oil insulation. Although mineral oils have been used for over 150 years, their high fire risk, low biodegradability, and reliance on nonrenewable sources present challenges. This study aims to systematically evaluate the impact of aged mineral oil (AMO) contamination and fatty acid (FA) composition on the dielectric and physicochemical performance of synthetic (SEO) and natural ester oils (NEO) in transformer retrofilling applications. The novelty of this study lies in the detailed analysis of how varying AMO levels (7.5% and 9.5%) and FA profiles affect key properties—including breakdown voltage (BDV), moisture content, total acid number (TAN), viscosity, color index, and flash/fire points—under accelerated thermal aging at 135°C for 28 days. The results indicate that 9.5% AMO contamination increases BDV, color index, and TAN more significantly than 7.5%. The moisture content in the SEO remained within the IEC 61099 limits, whereas that in the NEO exceeded 200 ppm after 14 days. SEO with a lower C18:1 content (7.64%) demonstrated superior thermal stability compared to NEO, which exhibited higher oxidation susceptibility due to its higher C18:1 level (26.16%). High C18:1 levels reduced BDV, whereas AMO degraded heavy saturated fatty acids (C20–C24). Additionally, the increase in C12 in SEO reduced viscosity, potentially affecting oil flow. These findings clarify the role of FA composition and AMO contamination in optimizing transformer oil retrofilling strategies and support the future adoption of ester-based insulating liquids for more reliable and sustainable power systems.

Competitiveness; Creative innovation; Digital infrastructure; Technology

References

Abdul Hamid, MH, Ishak, MT, Suhaimi, NS, Adnan, J, Makmor, NF, Katim, NIA & Abd Rahman, R 2021, ‘Lightning impulse breakdown voltage of rice bran oil for transformer application’, Energies, vol. 14, no. 16, article 5084, https://doi.org/10.3390/en14165084 

Alshehawy, AM, Mansour, DEA & Ghali, M 2019, ‘Optical spectroscopy analysis of ester oils under thermal aging conditions’, In: 2019 IEEE 20th International Conference on Dielectric Liquids (ICDL), pp. 1-4, https://doi.org/10.1109/ICDL.2019.8796836 

Amores, G & Virto, M 2019, ‘Total and free fatty acids analysis in milk and dairy fat’, Separations, vol. 6, no. 1, article 14, https://doi.org/10.3390/separations6010014 

Bandara, K, Ekanayake, C & Saha, TK 2015, ‘Compare the performance of natural ester with synthetic ester as transformer insulating oil’, 2015 IEEE 11th International Conference on the Properties and Applications of Dielectric Materials (ICPADM), pp. 975–978, https://doi.org/10.1109/ICPADM.2015.7295437 

Beroual, A, Sitorus, HBH, Setiabudy, R & Bismo, S 2018, ‘Comparative study of AC and DC breakdown voltages in Jatropha methyl ester oil, mineral oil, and their mixtures’, IEEE Transactions on Dielectrics and Electrical Insulation, vol. 25, no. 5, pp. 1831–1836, https://doi.org/10.1109/TDEI.2018.007219 

Bukit, FRA, Zulkarnaen, H & Sormin, RP 2021, ‘Mineral mix and soybean oil methyl ester as an alternative to the transformer insulating oil’, In: 2021 5th International Conference on Electrical, Telecommunication and Computer Engineering (ELTICOM), pp. 174–177, https://doi.org/10.1109/ELTICOM53303.2021.9590138 

Das, AK 2023, ‘Analysis of AC breakdown strength of vegetable oils and effect of mineral oil’, Electric Power Systems Research, vol. 214, article 108920, https://doi.org/10.1016/j.epsr.2022.108920 

Das, AK, Shill, DC & Chatterjee, S 2023, ‘Experimental investigation on breakdown performance of coconut oil for high voltage application’, Electric Power Systems Research, vol. 214, article 108856, https://doi.org/10.1016/j.epsr.2022.108856 

Dewi, TIDK, Al-Ghifary, F, Sari, YE, Suwarno & Sulaeman, A 2018, ‘The effects of accelerated thermal aging on chemical, electrical, and physical properties of natural ester oil’, In: 2018 Conference on Power Engineering and Renewable Energy (ICPERE), pp. 1–6, https://doi.org/10.1109/ICPERE.2018.8739665 

Dhini, A, Faqih, A, Kusumoputro, B, Surjandari, I & Kusiak, A 2020, ‘Data-driven fault diagnosis of power transformers using dissolved gas analysis (DGA)’, International Journal of Technology, vol. 11, no. 2, pp. 388-399, https://doi.org/10.14716/ijtech.v11i2.3625 

Dombek, G & Gielniak, J 2018, ‘Fire safety and electrical properties of mixtures of synthetic ester/mineral oil and synthetic ester/natural ester’, IEEE Transactions on Dielectrics and Electrical Insulation, vol. 25, no. 5, pp. 1846–1852, https://doi.org/10.1109/TDEI.2018.007223 

Duanaputri, R, Prasojo, RA, Hakim, MF, Wijaya, B, Widianto, G, Astuti, W, Gallant, RH & Razaan, GTA 2024, ‘Comparative analysis of breakdown voltage value and color scale of natural ester oil with mineral oil Shell Diala-B’, In: 2024 International Conference on Technology and Policy in Energy and Electric Power (ICTPEP), pp. 336–339, https://doi.org/10.1109/ICT-PEP63827.2024.10732899 

Dumitran, LM, Gorun, F, Nicolae, S & Mirica, C 2019, ‘Dielectric properties of mineral and vegetable oils mixtures for power transformers’, In: 2019 11th International Symposium on Advanced Topics in Electrical Engineering (ATEE), pp. 1–6, https://doi.org/10.1109/ATEE.2019.8724883 

Emara, MM, Mansour, D-EA & Azmy, AM 2017, ‘Mitigating the impact of aging byproducts in transformer oil using TiO2 nanofillers’, IEEE Transactions on Dielectrics and Electrical Insulation, vol. 24, no. 6, pp. 3471–3480, https://doi.org/10.1109/TDEI.2017.006586 

Erwantono, H, Permadi, B & Basuki, P 2020, ‘Advantages for Indonesia to process coconut oil as power transformer insulation and its cooling system’, In: 2020 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP), pp. 152–155, https://doi.org/10.1109/ICT-PEP50916.2020.9249946 

Gengadevi, K & Madavan, R 2023, ‘Aging analysis of non-edible natural ester oil–paper insulation under various conditions’, Industrial Crops and Products, vol. 205, article  117528, https://doi.org/10.1016/j.indcrop.2023.117528 

Goscinski, P, Nadolny, Z, Tomczewski, A, Nawrowski, R & Boczar, T 2023, ‘The influence of heat transfer coefficient ? of insulating liquids on power transformer cooling systems’, Energies, vol. 16, no. 6, article 2627, https://doi.org/10.3390/en16062627 

Hadi, MHH, Ker, PJ, Lee, HJ, Leong, YS, Hannan, MA, Jamaludin, MZ & Mahdi, MA 2021, ‘Color index of transformer oil: A low-cost measurement approach using ultraviolet-blue laser’, Sensors, vol. 21, no. 21, article 7292, https://doi.org/10.3390/s21217292 

Hamid, MHA, Ishak, MT, Suhaimi, NS, Adnan, J, Hashim, NI, Ariffin, M, Katim, NIA & Abd Rahman, R 2022, ‘Electrical properties of palm oil and rice bran oil under AC stress for transformer application’, Alexandria Engineering Journal, vol. 61, no. 11, pp. 9095–9105, https://doi.org/10.1016/j.aej.2022.02.049 

IEEE 2018, IEEE guide for acceptance and maintenance of natural ester insulating liquid in transformers, IEEE Std C57.147-2018, Piscataway, NJ, https://doi.org/10.1109/IEEESTD.2018.8438588 

Jacob, J, Preetha, P & Krishnan, ST 2020, ‘Review on natural ester and nanofluids as an environmental friendly alternative to transformer mineral oil’, IET Nanodielectrics, vol. 3, no. 2, pp. 33–43, https://doi.org/10.1049/iet-nde.2019.0038

Jayyid, UL, Fadillah, A, Kurniawan, M, Suwarno, Rachmawati, Lesmana, A, Mutia, S & Anwar, A 2024, ‘Comparative study of mineral oil, synthetic ester, and natural ester as liquid insulation in transformers’, In: 2024 6th International Conference on Power Engineering and Renewable Energy (ICPERE), pp. 1–6, https://doi.org/10.1109/ICPERE63447.2024.10845535 

Jeong, H, Lee, S, Park, JY, Ryu, J & Bae, CY 2024, ‘A study on the insulation breakdown voltage according to degradation condition of natural ester oil’, In: 2024 IEEE Electrical Insulation Conference (EIC), pp. 300–303, https://doi.org/10.1109/EIC58847.2024.10579102 

Kamhoua, A, Mengata Mengounou, G, Monkam, L & Moukengue Imano, A 2024, ‘Contribution to the use of palm kernel oil methyl esters as liquid bio-insulators in distribution transformers: Experimentation and simulation of heat transfer’, Results in Engineering, vol. 22, article 102316, https://doi.org/10.1016/j.rineng.2024.102316 

Kano, T, Suzuki, T, Oba, R, Kanetani, A & Koide, H 2012, ‘Study on the oxidative stability of palm fatty acid ester (PFAE) as an insulating oil for transformers’, In: 2012 IEEE International Symposium on Electrical Insulation, pp. 22–25, https://doi.org/10.1109/ELINSL.2012.6251418 

Karaman, HS, Mansour, DEA, Lehtonen, M & Darwish, MMF 2023, ‘Condition assessment of natural ester–mineral oil mixture due to transformer retrofilling via sensing dielectric properties’, Sensors, vol. 23, no. 14, article 6440, https://doi.org/10.3390/s23146440 

Khan, SA, Tariq, M, Khan, AA & Alamri, B 2021, ‘Effect of iron/titania-based nanomaterials on the dielectric properties of mineral oil, natural and synthetic esters as transformers insulating fluid’, IEEE Access, vol. 9, pp. 168971-168980, https://doi.org/10.1109/ACCESS.2021.3131538 

Kiran, SR, Mariprasath, T, Basha, CH, Murali, M & Reddy, MB 2022, ‘Thermal degrade analysis of solid insulating materials immersed in natural ester oil and mineral oil by DGA’, Materials Today: Proceedings, vol. 52, pp. 315–320, https://doi.org/10.1016/j.matpr.2021.09.015 

Lyutikova, M, Korobeynikov, S, Mohan Rao, U & Fofana, I 2022, ‘Mixed insulating liquids with mineral oil for high voltage transformer applications: A review’, IEEE Transactions on Dielectrics and Electrical Insulation, vol. 29, no. 2, pp. 454-461, https://doi.org/10.1109/TDEI.2022.3157908 

Malde, J, teNyenhuis, E & Solie, K 2023, ‘Experience in retrofilling of mineral insulating liquid filled transformers with ester liquids’, In: 2023 IEEE IAS Petroleum and Chemical Industry Technical Conference (PCIC), pp. 59–66, https://doi.org/10.1109/PCIC43643.2023.10414310 

Martin, D, Lelekakis, N, Wijaya, J & Williams, K 2013, ‘Water uptake rates of transformer paper insulation impregnated with vegetable oil’, IEEE Electrical Insulation Magazine, vol. 29, no. 5, pp. 56-61, https://doi.org/10.1109/MEI.2013.6585857 

Maulida, A, Zahrati, Z, Kamila, H, Mukhriza, T, Gani, A & Supardan, MD 2020, ‘Intensification of synthesis of fatty acid isopropyl ester using microwave’, International Journal of Technology, vol. 11, no. 3, pp. 492-500, https://doi.org/10.14716/ijtech.v11i3.3513 

McNeil, MA, Karali, N & Letschert, V 2019, ‘Forecasting Indonesia’s electricity load through 2030 and peak demand reductions from appliance and lighting efficiency’, Energy for Sustainable Development, vol. 49, pp. 65–77, https://doi.org/10.1016/j.esd.2019.01.001 

Mohamad, N, Azis, N, Jasni, J, Ab Kadir, M, Yunus, R & Yaakub, Z 2018, ‘Ageing study of palm oil and coconut oil in the presence of insulation paper for transformers application’, Materials, vol. 11, no. 4, article 532, https://doi.org/10.3390/ma11040532 

Mustangin, M, Purwantana, B, Hidayat, C & Radi 2024, ‘Development of high free fatty acid crude palm oil as a biodegradable electrical liquid insulator as an alternative to mineral oil-based insulators’, Cleaner Engineering and Technology, vol. 18, article 100712, https://doi.org/10.1016/j.clet.2023.100712 

Ning, Y, Fan, H, Tang, Z, Xu, Y, Wang, F & Zhang, X 2024, ‘Thermal properties of mixtures of synthetic ester/mineral oil and synthetic ester-retrofitted transformer’, In: 2024 IEEE International Conference on High Voltage Engineering and Applications (ICHVE), pp. 1–4, https://doi.org/10.1109/ICHVE61955.2024.10676086 

Oparanti, SO, Rao, UM & Fofana, I 2023, ‘Natural esters for green transformers: Challenges and keys for improved serviceability’, Energies, vol. 16, no. 1, article 61, https://doi.org/10.3390/en16010061

Ortiz, A, Delgado, F, Ortiz, F, Fernández, I & Santisteban, A 2018, ‘The aging impact on the cooling capacity of a natural ester used in power transformers’, Applied Thermal Engineering, vol. 144, pp. 797–803, https://doi.org/10.1016/j.applthermaleng.2018.08.049 

Othman, NA, Zainuddin, H, Yahaya, MS, Azis, N, Ibrahim, Z & Musni, MAC 2023, ‘Evaluation of total acid number (TAN) of synthetic ester retrofilled oil and its correlation with FTIR spectroscopy’, In: Proceedings of 2023 4th International Conference on High Voltage Engineering and Power Systems (ICHVEPS 2023), pp. 282–286, https://doi.org/10.1109/ICHVEPS58902.2023.10257322 

Pramono, WB, Wijaya, FD, Hadi, SP, Indarto, A & Wahyudi, MS 2024, ‘Power transformer load noise model based on backpropagation neural network’, International Journal of Technology, vol. 15, no. 5, pp. 1550-1560, https://doi.org/10.14716/ijtech.v15i5.5548 

Qian, Y, Fan, H, Lin, J, Wang, Q, Zhao, Y, Li, Z & Pan, S 2023, ‘Performance analysis of insulating liquids for synthetic ester retrofilling mineral oil transformer’, In: 2023 2nd Asia Power and Electrical Technology Conference (APET), pp. 208–211, https://doi.org/10.1109/APET59977.2023.10489831 

Qin, C, Lin, W, Huang, Y, Liang, H & Hua, H 2024, ‘Study on thermal aging insulation characteristics of transformer oil-paper insulation’, In: 2024 IEEE 4th International Conference on Power, Electronics and Computer Applications (ICPECA), pp. 744–748, https://doi.org/10.1109/ICPECA60615.2024.10471095 

Rafiq, M, Shafique, M, Azam, A, Ateeq, M, Khan, IA & Hussain, A 2020, ‘Sustainable, renewable and environmental-friendly insulation systems for high voltages applications’, Molecules, vol. 25, no. 17, article 3901, https://doi.org/10.3390/molecules25173901

Raof, NA, Yunus, R, Rashid, U, Azis, N & Yaakub, Z 2019, ‘Effect of molecular structure on oxidative degradation of ester-based transformer oil’, Tribology International, vol. 140, article 105852, https://doi.org/10.1016/j.triboint.2019.105852 

Ravulapalli, S, Kunta, R & Ramamoorty, M 2019, ‘Preparation, characterization and feasibility analysis of methyl ester of Sesbania seeds oil (MESSO) as alternate liquid dielectrics in distribution transformers’, RSC Advances, vol. 9, no. 6, pp. 3311–3319, https://doi.org/10.1039/C8RA08378A 

Rouabeh, J, M’barki, L, Hammami, A, Jallouli, I & Driss, A 2019, ‘Studies of different types of insulating oils and their mixtures as an alternative to mineral oil for cooling power transformers’, Heliyon, vol. 5, no. 3, article e01159, https://doi.org/10.1016/j.heliyon.2019.e01159 

Rozga, P 2013, ‘Properties of new environmentally friendly biodegradable insulating fluids for power transformers’, In: 1st Annual International Interdisciplinary Conference (AIIC 2013), Azores, Portugal, pp. 358–364 

Rozga, P, Beroual, A, Przybylek, P, Jaroszewski, M & Strzelecki, K 2020, ‘A review on synthetic ester liquids for transformer applications’, Energies, vol. 13, no. 23, article 6429, https://doi.org/10.3390/en13236429 

Rozhentcova, N, Galyautdinova, A, Khayaliev, R, Udaratin, AV & Ilyashenko, S 2020, ‘Automated diagnostic system for power transformers using a QR code’, International Journal of Technology, vol. 11, no. 8, pp. 1519-1527, https://doi.org/10.14716/ijtech.v11i8.4540 

Samikannu, R, Antony Raj, R, Murugesan, S, Venkatachary, SK & Stonier, AA 2022, ‘Assessing the dielectric performance of Sclerocarya birrea (marula oil) and mineral oil for eco-friendly power transformer applications’, Alexandria Engineering Journal, vol. 61, no. 1, pp. 355–366, https://doi.org/10.1016/j.aej.2021.06.002 

Scatiggio, F, Camp, G, Actis, R & Tumiatti, V 2023, ‘A validated practice for transformer retrofilling’, In: 2023 IEEE 22nd International Conference on Dielectric Liquids (ICDL), pp. 1–5, https://doi.org/10.1109/ICDL59152.2023.10209334 

Scatiggio, F, Pepe, F, Sacco, S & Serafino, C 2019, ‘Increased loadability of transformers immersed in natural ester’, In: 2019 IEEE 20th International Conference on Dielectric Liquids (ICDL), pp. 1–4, https://doi.org/10.1109/ICDL.2019.8796759 

Senthilkumar, S, Karthick, A, Madavan, R, Arul Marcel Moshi, A, Sundara Bharathi, SR, Saroja, S & Sowmya Dhanalakshmi, C 2021, ‘Optimization of transformer oil blended with natural ester oils using Taguchi-based grey relational analysis’, Fuel, vol. 288, article 119629,  https://doi.org/10.1016/j.fuel.2020.119629 

Sharma, P, Agarwal, R, Uppal, A, Narasimhan, CS, Beldar, SS & Velandy, J 2020, ‘Effect of aromatics and polar contaminant of natural ester oil on dielectric strength and breakdown time in mineral oil under lightning impulse voltage excitations’, In: 2020 IEEE 9th Power India International Conference (PIICON), pp. 1–5, https://doi.org/10.1109/PIICON49524.2020.9113010 

Shill, DC, Das, AK & Chatterjee, S 2022, ‘Lightning impulse breakdown performance of saturated vs unsaturated vegetable oil and their mixtures with mineral oil’, Industrial Crops and Products, vol. 184, article 115044, https://doi.org/10.1016/j.indcrop.2022.115044 

Sibuea, EB & Suwarno 2022, ‘Correlation of oil dielectric characteristics, dissolved gases, and operating life to insulation paper degradation of 150 kV power transformers’, In: 2022 International Seminar on Intelligent Technology and Its Applications (ISITIA), pp. 360–364, https://doi.org/10.1109/ISITIA56226.2022.9855342 

Siddique, A, Yaqoob, M, Aslam, W, Zaffar, F, Atiq, S & Usama Shahid, M 2024, ‘A systematic review on promising development of cost-effective, biodegradable, and environment friendly vegetable based nanofluids as a future resource for green transformer insulation oil’, Journal of Molecular Liquids, vol. 403, article 124836, https://doi.org/10.1016/j.molliq.2024.124836

Song, H, Chen, Y, Huang, Q, Yang, L & Wang, T 2024, ‘Physicochemical and dielectric properties of natural ester retrofilled mineral oil transformer liquid’, In: 2024 7th International Conference on Energy, Electrical and Power Engineering (CEEPE), pp. 111–115, https://doi.org/10.1109/CEEPE62022.2024.10586419 

Soni, R & Mehta, B 2023, ‘A review on transformer condition monitoring with critical investigation of mineral oil and alternate dielectric fluids’, Electric Power Systems Research, vol. 214, article 108954, https://doi.org/10.1016/j.epsr.2022.108954

Spohner, M, Klampar, M & Liedermann, K 2013, ‘Electrical properties of natural oils and methyl esters of their constitutive fatty acids’, In: 2013 IEEE Electrical Insulation Conference (EIC), pp. 383–386, https://doi.org/10.1109/EIC.2013.6554272 

Suriaini, N, Arpi, N, Syamsuddin, Y & Supardan, MD 2021, ‘Use of crude glycerol for glycerolysis of free fatty acids in crude palm oil’, International Journal of Technology, vol. 12, no. 4, pp. 760-769, https://doi.org/10.14716/ijtech.v12i4.4165 

Suzuki, T, Oba, R, Kanetani, A, Kano, T, Tamura, T, Kato, M, Watanabe, S, Kasahara, Y & Iwahashi, M 2011, ‘Consideration on the relationship between dielectric breakdown voltage and water content in fatty acid esters’, In: 2011 IEEE International Conference on Dielectric Liquids, pp. 1–4, https://doi.org/10.1109/ICDL.2011.6015424 

Tokunaga, J, Nikaido, M, Koide, H & Hikosaka, T 2019, ‘Palm fatty acid ester as biodegradable dielectric fluid in transformers: A review’, IEEE Electrical Insulation Magazine, vol. 35, no. 2, pp. 34–46, https://doi.org/10.1109/MEI.2019.8636104 

Villarroel, R, García de Burgos, B & García, DF 2021, ‘Moisture dynamics in natural-ester filled transformers’, International Journal of Electrical Power and Energy Systems, vol. 124, article 106172, https://doi.org/10.1016/j.ijepes.2020.106172 

Wada, J, Ueta, G, Okabe, S & Amimoto, T 2013, ‘Inhibition technique of transformer insulating oil degradation: Evaluation of the effectiveness of oxidation degradation inhibitors’, IEEE Transactions on Dielectrics and Electrical Insulation, vol. 20, no. 5, pp. 1641–1648, https://doi.org/10.1109/TDEI.2013.6633694 

Wang, F, Ouyang, L, Song, C, Yang, Z, Li, S, Xu, Y & Li, J 2023, ‘Enhancing dielectric and thermal performances of synthetic-ester insulating oil via blending with natural ester’, IEEE Transactions on Dielectrics and Electrical Insulation, vol. 30, no. 3, pp. 1115–1124, https://doi.org/10.1109/TDEI.2023.3243158 

Wei, B, Wang, Y, Ren, S, Wang, R & Xu, Y 2020, ‘Overload investigation on retrofilling mineral oil distribution transformer with soybean-based natural ester’, In: 2020 IEEE International Conference on High Voltage Engineering and Application (ICHVE), pp. 1–4, https://doi.org/10.1109/ICHVE49031.2020.9279714 

Xue, S, Hou, K, Zhang, Z, Liu, H, Zhu, C, Liu, X & He, M 2021, ‘General models for prediction densities and viscosities of saturated and unsaturated fatty acid esters’, Journal of Molecular Liquids, vol. 341, article 117374, https://doi.org/10.1016/j.molliq.2021.117374 

Ye, Z, Wu, K, Cheng, C & Song, W 2017, ‘Replacement of aging power transformers considering system risks under multi-level load’, 2017 IEEE Power & Energy Society General Meeting, pp. 1-5, https://doi.org/10.1109/PESGM.2017.8274472 

Yoon, H & Chen, G 2021, ‘Impact of thermal ageing on space charge characteristics in natural ester oil-impregnated paper’, In: 2021 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP), pp. 23-26, https://doi.org/10.1109/CEIDP50766.2021.9705405

Yu, H, Chen, R, Hu, X, Xu, X & Xu, Y 2017, ‘Dielectric and physicochemical properties of mineral and vegetable oils mixtures’, In: 2017 IEEE 19th International Conference on Dielectric Liquids (ICDL), pp. 1–4, https://doi.org/10.1109/ICDL.2017.8124697 

Zhang, Y, Wang, F, Li, S, Zhang, Y, Li, J & Huang, Z 2024, ‘Evaluation of basic properties and thermal oxidation aging performance for synthetic ester insulating oils’, In: 2024 IEEE 7th International Electrical and Energy Conference (CIEEC), pp. 2747–2752, https://doi.org/10.1109/CIEEC60922.2024.10583599 

Zheng, H, Liu, C, Cai, S, Yang, T, Feng, Y, Li, X, Wang, Z & Yang, E 2021, ‘Investigation of the palm oil-solubility in naphthenic insulating oil using density functional theory and COSMO-RS’, Computational and Theoretical Chemistry, vol. 1198, article 113184, https://doi.org/10.1016/j.comptc.2021.113184