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15.07.2023 | Original Paper

Adoption of response surface methodology for optimization of benzotriazole additive in ester fluids as transformer insulant

verfasst von: Arputhasamy Joseph Amalanathan, Ramanujam Sarathi

Erschienen in: Electrical Engineering | Ausgabe 6/2023

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Abstract

This paper reports the critical investigation on the streaming current of ester fluids towards power transformer. The spinning disc methodology is adopted for measuring the streaming current at the liquid and pressboard interface. Based on the measurement of the streaming current, the optimization of the benzotriazole (BTA) additive is evaluated, considering its impact with and without temperature. According to the experimental findings, a negative streaming current is observed when BTA concentrations reaches 130 ppm in the ester fluids, and the effect of temperature is found to enhance the magnitude of streaming current. Only a minimal change is noticed in the viscosity of ester fluids with the addition of BTA but to the contradictory, an increased dissipation factor is observed. The diffusion of BTA additive in ester fluids towards reduction in streaming phenomenon can impact the other dielectric properties inside the power transformers. Thus, it is required to identify the optimal concentration of BTA in ester fluids before implementing to real-time applications. In the present research work, the response surface methodology (RSM) is being utilized as an optimization technique with central composite design (CCD) as a tool to identify the permissible level of BTA under transformer standstill and normal operating temperature conditions. During transformer standstill conditions, the optimal concentration level of BTA provided by RSM-CCD towards lower streaming current is 106.863 ppm with its permissible disc velocity of 300 rpm. A quadratic model is being followed for standstill conditions with its R2 value equivalent to 0.9889. Considering this BTA concentration as a base input to RSM-CCD during transformer operating conditions, the optimal concentration of BTA is found to be 104.265 ppm with temperature limit of 65 °C resulting in magnitude of streaming current, viscosity, and dissipation factor to 1145.33 pA, 18.43 mPa.s and 0.0159, respectively.

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Literatur
1.
Zurück zum Zitat Tagaki T, Murata H (1978) Reliability improvement of 500kV large capacity power transformer. CIGRE paper. Tagaki T, Murata H (1978) Reliability improvement of 500kV large capacity power transformer. CIGRE paper.
2.
Zurück zum Zitat Amalanathan AJ, Zdanowski M, Sarathi R (2022) Streaming electrification of different insulating fluids in power transformers. Energies 15(21):8121CrossRef Amalanathan AJ, Zdanowski M, Sarathi R (2022) Streaming electrification of different insulating fluids in power transformers. Energies 15(21):8121CrossRef
3.
Zurück zum Zitat Nelson JK, Brubaker MA, Palmer JA (2003) The formulation of models for the description of streaming electrification in transformer structures. IEEE Trans Dielectr Electr Insul 10(6):920–932CrossRef Nelson JK, Brubaker MA, Palmer JA (2003) The formulation of models for the description of streaming electrification in transformer structures. IEEE Trans Dielectr Electr Insul 10(6):920–932CrossRef
4.
Zurück zum Zitat Paillat T, Touchard G, Bertrand Y (2012) Capacitive sensor to measure flow electrification and prevent electrostatic hazards. Sensors 12(11):14315–14326CrossRef Paillat T, Touchard G, Bertrand Y (2012) Capacitive sensor to measure flow electrification and prevent electrostatic hazards. Sensors 12(11):14315–14326CrossRef
5.
Zurück zum Zitat Zdanowski M, Wolny S, Zmarzly D, Kedzia J (2007) The analysis and selection of the spinning disk system parameters for the measurement of static electrification of insulation oils. IEEE Trans Dielectr Electr Insul 14(2):480–486CrossRef Zdanowski M, Wolny S, Zmarzly D, Kedzia J (2007) The analysis and selection of the spinning disk system parameters for the measurement of static electrification of insulation oils. IEEE Trans Dielectr Electr Insul 14(2):480–486CrossRef
6.
Zurück zum Zitat Amalanathan AJ, Sarathi R, Harid N, Griffiths H (2022) Modeling of spinning disk system for charging tendency of ester-based TiO2 nanofluids along with its interfacial zone. IEEE Trans Dielectr Electr Insul 29(2):462–469 Amalanathan AJ, Sarathi R, Harid N, Griffiths H (2022) Modeling of spinning disk system for charging tendency of ester-based TiO2 nanofluids along with its interfacial zone. IEEE Trans Dielectr Electr Insul 29(2):462–469
7.
Zurück zum Zitat Amalanathan AJ, Sarathi R, Harid N, Griffiths H (2020) Investigation on flow electrification of ester-based TiO2 nanofluids. IEEE Trans Dielectr Electr Insul 27(5):1492–1500CrossRef Amalanathan AJ, Sarathi R, Harid N, Griffiths H (2020) Investigation on flow electrification of ester-based TiO2 nanofluids. IEEE Trans Dielectr Electr Insul 27(5):1492–1500CrossRef
8.
Zurück zum Zitat Amalanathan AJ, Sarathi R, Sarkar B, Gardas RL, Harid N, Griffiths H (2022) Impact of silver sulfide on rheology and streaming electrification of mineral oil and mixed fluid. J Electrostat 119:103747CrossRef Amalanathan AJ, Sarathi R, Sarkar B, Gardas RL, Harid N, Griffiths H (2022) Impact of silver sulfide on rheology and streaming electrification of mineral oil and mixed fluid. J Electrostat 119:103747CrossRef
9.
Zurück zum Zitat Amalanathan AJ, Sarathi R, Harid N, Griffiths H (2021) Degradation assessment of ester liquids. Alternati Liquid Dielectrics High Voltage Transform Insulat Syst Perform Anal Appl, pp 85–125 Amalanathan AJ, Sarathi R, Harid N, Griffiths H (2021) Degradation assessment of ester liquids. Alternati Liquid Dielectrics High Voltage Transform Insulat Syst Perform Anal Appl, pp 85–125
10.
Zurück zum Zitat Shen Z, Wang F, Wang Z, Li J (2021) A critical review of plant-based insulating fluids for transformer: 30-year development. Renewa Sustain Energy Rev 141:110783CrossRef Shen Z, Wang F, Wang Z, Li J (2021) A critical review of plant-based insulating fluids for transformer: 30-year development. Renewa Sustain Energy Rev 141:110783CrossRef
11.
Zurück zum Zitat Villarroel R, de Burgos BG, García DF (2021) Moisture dynamics in natural-ester filled transformers. Int J Electr Power Energy Syst 124:106172CrossRef Villarroel R, de Burgos BG, García DF (2021) Moisture dynamics in natural-ester filled transformers. Int J Electr Power Energy Syst 124:106172CrossRef
12.
Zurück zum Zitat Raymon A, Pakianathan PS, Rajamani MP, Karthik R (2013) Enhancing the critical characteristics of natural esters with antioxidants for power transformer applications. IEEE Trans Dielectr Electr Insul 20(3):899–912CrossRef Raymon A, Pakianathan PS, Rajamani MP, Karthik R (2013) Enhancing the critical characteristics of natural esters with antioxidants for power transformer applications. IEEE Trans Dielectr Electr Insul 20(3):899–912CrossRef
13.
Zurück zum Zitat Lashbrook M, Gyore A, Martin R (2017) A review of the fundamental dielectric characteristics of ester-based dielectric liquids. Procedia Eng 202:121–129CrossRef Lashbrook M, Gyore A, Martin R (2017) A review of the fundamental dielectric characteristics of ester-based dielectric liquids. Procedia Eng 202:121–129CrossRef
14.
Zurück zum Zitat Amalanathan AJ, Sarathi R, Prakash S, Mishra AK, Gautam R, Vinu R (2020) Investigation on thermally aged natural ester oil for real-time monitoring and analysis of transformer insulation. High Voltage 5(2):209–217CrossRef Amalanathan AJ, Sarathi R, Prakash S, Mishra AK, Gautam R, Vinu R (2020) Investigation on thermally aged natural ester oil for real-time monitoring and analysis of transformer insulation. High Voltage 5(2):209–217CrossRef
15.
Zurück zum Zitat Mehta DM, Kundu P, Chowdhury A, Lakhiani VK, Jhala AS (2016) A review of critical evaluation of natural ester vis-a-vis mineral oil insulating liquid for use in transformers: Part II. IEEE Trans Dielectr Electr Insul 23(3):1705–1712CrossRef Mehta DM, Kundu P, Chowdhury A, Lakhiani VK, Jhala AS (2016) A review of critical evaluation of natural ester vis-a-vis mineral oil insulating liquid for use in transformers: Part II. IEEE Trans Dielectr Electr Insul 23(3):1705–1712CrossRef
16.
Zurück zum Zitat Salama MM, Mansour DE, Daghrah M, Abdelkasoud SM, Abbas AA (2020) Thermal performance of transformers filled with environmentally friendly oils under various loading conditions. Int J Electr Power Energy Syst 118:105743CrossRef Salama MM, Mansour DE, Daghrah M, Abdelkasoud SM, Abbas AA (2020) Thermal performance of transformers filled with environmentally friendly oils under various loading conditions. Int J Electr Power Energy Syst 118:105743CrossRef
17.
Zurück zum Zitat Mohamed EA, Paillat T, Touchard G, Cabaleiro JM (2011) Numerical simulation of the electrical double layer development: physicochemical model at the solid and dielectric liquid interface for laminar flow electrification phenomenon. IEEE Trans Dielectr Electr Insul 18(5):1463–1475CrossRef Mohamed EA, Paillat T, Touchard G, Cabaleiro JM (2011) Numerical simulation of the electrical double layer development: physicochemical model at the solid and dielectric liquid interface for laminar flow electrification phenomenon. IEEE Trans Dielectr Electr Insul 18(5):1463–1475CrossRef
18.
Zurück zum Zitat Kolcunová I, Kurimský J, Cimbala R, Petráš J, Dolník B, Džmura J, Balogh J (2017) Contribution to static electrification of mineral oils and natural esters. J Electrostat 88:60–64CrossRef Kolcunová I, Kurimský J, Cimbala R, Petráš J, Dolník B, Džmura J, Balogh J (2017) Contribution to static electrification of mineral oils and natural esters. J Electrostat 88:60–64CrossRef
19.
Zurück zum Zitat Huang Q, Chen Y, Huang H, Wang Y, Song H (2022) Comparison Among Ester Liquids for Streaming Electrification of Power Transformers. In :IEEE 21st Int Conf Dielectr Liq (ICDL), pp 1–4 Huang Q, Chen Y, Huang H, Wang Y, Song H (2022) Comparison Among Ester Liquids for Streaming Electrification of Power Transformers. In :IEEE 21st Int Conf Dielectr Liq (ICDL), pp 1–4
20.
Zurück zum Zitat Karthik M, Narmadhai N (2022) Experimental evaluation on suitability of alternate fluids with the influence of additives for power system transformer applications. J Electr Eng Technol 17(3):1883–1906CrossRef Karthik M, Narmadhai N (2022) Experimental evaluation on suitability of alternate fluids with the influence of additives for power system transformer applications. J Electr Eng Technol 17(3):1883–1906CrossRef
21.
Zurück zum Zitat Amalanathan AJ, Sarathi R, Harid N, Griffiths H (2021) Impact of benzotriazole on the degradation performance of ester fluid. In: IEEE Electr. Insul. Conf (EIC), pp 610–613 Amalanathan AJ, Sarathi R, Harid N, Griffiths H (2021) Impact of benzotriazole on the degradation performance of ester fluid. In: IEEE Electr. Insul. Conf (EIC), pp 610–613
22.
Zurück zum Zitat Zdanowski M (2022) Streaming electrification of C60 fullerene doped insulating liquids for power transformers applications. Energies 15(7):2496CrossRef Zdanowski M (2022) Streaming electrification of C60 fullerene doped insulating liquids for power transformers applications. Energies 15(7):2496CrossRef
23.
Zurück zum Zitat Lewand L (2015) Application of passivators in transformer insulating mineral oils. Trans Mag 2(2):52–59 Lewand L (2015) Application of passivators in transformer insulating mineral oils. Trans Mag 2(2):52–59
24.
Zurück zum Zitat Amalanathan AJ, Harid N, Griffiths H, Sarathi R (2021) Impact of adding activated bentonite to thermally aged ester-based TiO2 nanofluids on insulation performance. IET Nanodielectrics 4(2):63–74CrossRef Amalanathan AJ, Harid N, Griffiths H, Sarathi R (2021) Impact of adding activated bentonite to thermally aged ester-based TiO2 nanofluids on insulation performance. IET Nanodielectrics 4(2):63–74CrossRef
25.
Zurück zum Zitat Rao SS (2019) Engineering optimization: theory and practice. John Wiley & Sons, Hoboken, NJ, USACrossRef Rao SS (2019) Engineering optimization: theory and practice. John Wiley & Sons, Hoboken, NJ, USACrossRef
26.
Zurück zum Zitat Zandbaaf S, Khorrami MR, Afshar MG (2022) Genetic algorithm based artificial neural network and partial least squares regression methods to predict of breakdown voltage for transformer oils samples in power industry using ATR-FTIR spectroscopy. Spectrochim Acta A Mol Biomol Spectrosc 273:120999 Zandbaaf S, Khorrami MR, Afshar MG (2022) Genetic algorithm based artificial neural network and partial least squares regression methods to predict of breakdown voltage for transformer oils samples in power industry using ATR-FTIR spectroscopy. Spectrochim Acta A Mol Biomol Spectrosc 273:120999
27.
Zurück zum Zitat Sumathi S, Rajesh R, Subburaj P (2021) Investigation of dielectric strength of transformer oil based on hybrid TiO2/Al2O3/MoS2 Nanofluid using taguchi and response surface methodology. IETE J Res 67(6):817–825CrossRef Sumathi S, Rajesh R, Subburaj P (2021) Investigation of dielectric strength of transformer oil based on hybrid TiO2/Al2O3/MoS2 Nanofluid using taguchi and response surface methodology. IETE J Res 67(6):817–825CrossRef
28.
Zurück zum Zitat Agu CM, Orakwue CC, Menkiti MC, Agulanna AC, Akaeme FC (2022) RSM/ANN based modeling of methyl esters yield from Anacardium occidentale kernel oil by transesterification, for possible application as transformer fluid. Curr Res Green Sustain Chem 5:100255CrossRef Agu CM, Orakwue CC, Menkiti MC, Agulanna AC, Akaeme FC (2022) RSM/ANN based modeling of methyl esters yield from Anacardium occidentale kernel oil by transesterification, for possible application as transformer fluid. Curr Res Green Sustain Chem 5:100255CrossRef
29.
Zurück zum Zitat Wilson DR, Martinez TR (2003) The general inefficiency of batch training for gradient descent learning. Neural Netw 16(10):1429–1451CrossRef Wilson DR, Martinez TR (2003) The general inefficiency of batch training for gradient descent learning. Neural Netw 16(10):1429–1451CrossRef
30.
Zurück zum Zitat Dean A, Voss D, Draguljić D, Dean A, Voss D, Draguljić D (2017) Response surface methodology. Design and analysis of experiments Springer, Cham, Switzerland, pp 565–614 Dean A, Voss D, Draguljić D, Dean A, Voss D, Draguljić D (2017) Response surface methodology. Design and analysis of experiments Springer, Cham, Switzerland, pp 565–614
31.
Zurück zum Zitat Hadiyat MA, Sopha BM, Wibowo BS (2022) Response surface methodology using observational data: a systematic literature review. Appl Sci 12(20):10663CrossRef Hadiyat MA, Sopha BM, Wibowo BS (2022) Response surface methodology using observational data: a systematic literature review. Appl Sci 12(20):10663CrossRef
32.
Zurück zum Zitat Raj RA, Murugesan S (2022) Optimization of dielectric properties of pongamia pinnata methyl ester for power transformers using response surface methodology. IEEE Trans Dielectr Electr Insul 29(5):1931–1939CrossRef Raj RA, Murugesan S (2022) Optimization of dielectric properties of pongamia pinnata methyl ester for power transformers using response surface methodology. IEEE Trans Dielectr Electr Insul 29(5):1931–1939CrossRef
33.
Zurück zum Zitat Duraisamy S, Murugesan S, Murugan K, Raj RA (2022) Reclamation of aged transformer oil employing combined adsorbents techniques using response surface for transformer applications. IEEE Trans Dielectr Electr Insul 30(2):769–776CrossRef Duraisamy S, Murugesan S, Murugan K, Raj RA (2022) Reclamation of aged transformer oil employing combined adsorbents techniques using response surface for transformer applications. IEEE Trans Dielectr Electr Insul 30(2):769–776CrossRef
34.
Zurück zum Zitat Harvey TJ, Wood RJ, Denuault G, Powrie HE (2002) Effect of oil quality on electrostatic charge generation and transport. J Electrostat 55(1):1–23CrossRef Harvey TJ, Wood RJ, Denuault G, Powrie HE (2002) Effect of oil quality on electrostatic charge generation and transport. J Electrostat 55(1):1–23CrossRef
Metadaten
Titel
Adoption of response surface methodology for optimization of benzotriazole additive in ester fluids as transformer insulant
verfasst von
Arputhasamy Joseph Amalanathan
Ramanujam Sarathi
Publikationsdatum
15.07.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Electrical Engineering / Ausgabe 6/2023
Print ISSN: 0948-7921
Elektronische ISSN: 1432-0487
DOI
https://doi.org/10.1007/s00202-023-01896-2