ANALISIS PERUBAHAN TEMPERATUR INDUKSI MOTOR 3 PHASE BERBASIS FUZZY INFERENCE SYSTEM (FIS)
Authors: Pujiyanto Fajar , Darmana Eka 
Published: April 2023

<p class="MsoTitle" style="text-align: justify; text-indent: 21.3pt; line-height: normal;"><em><span style="font-size: 10pt;">The three-phase induction motor is an alternative to changing the diesel engine as the main driver in the industrial world. This transition is aimed at energy efficiency and reducing air pollution from diesel engine exhaust gases. It was chosen because it is easy to operate, quiet and low operating costs. Induction motors are used for driving water pumps to as the main propulsion on board vessels. Constraints and failures of induction motor components when operating, cause a decrease in performance and risk of damage. This is due to winding disturbances, increasing motor temperature, unbalanced stator and rotor, broken rotor shafts, air gap eccentricity, motor load, mechanical and environmental effects. The cause of motor damaged is increased temperatures on the motor side. It occurs due to unbalanced phase voltage (UPV), unbalanced magnet pull (UMP) and motor load (ML). This journal discusses three factors and their effect on motor temperature based on Fuzzy Inference System (FIS). FIS analysis is used to simulate changes in motor temperature which are influenced by the variable values of these three factors. This paper uses a qualitative descriptive method with literature reviews and data analysis using FIS in a Matlab application. The analysis of the change in temperature of an induction motor with the three parameters based on FIS has been successfully carried out. The result of study concludes that UPV and UMP are the dominant factors as a cause of temperature changes in the induction motor compared to ML).</span></em></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Ådnanes, A. K. (2003). Maritime electrical installations and diesel electric propulsion. <em>ABB AS Marine</em>. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.115.966&amp;amp;rep=rep1&amp;amp;type=pdf</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Advernesia. (2017). <em>What is MATLAB and its Uses</em>. Article/Id_ID.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Ardana, I. W. R., &amp; Sutawinaya, I. P. (2017). Pemodelan Sistem Kontroler Logika Fuzzy Pada Pengaturan Kecepatan Motor Induksi Menggunakan Perangkat Lunak Matlab / Simulink. <em>Matrix : Jurnal Manajemen Teknologi Dan Informatika</em>, <em>7</em>(1), 1. https://doi.org/10.31940/matrix.v7i1.504</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Bergmeijer, P. (1992). The International Convention for the Prevention of Pollution from Ships. <em>Ports As Nodal Points in a Global Transport System</em>, <em>111</em>(50), 259–270. https://doi.org/10.1016/b978-0-08-040994-8.50026-7</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Bonnett, A. H., &amp; Soukup, G. C. (1986). <em>in Squirrel Cage Induction Motors</em>. <em>I</em>(6), 1165–1173.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Bonnett, A. H., &amp; Soukup, G. C. (1992). Cause and Analysis of Stator and Rotor Induction Motors. <em>IEEE Transactions on Industry Applications</em>, <em>28</em>(4), 921–937.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Hall, D. T. (1999). <em>KNOWLEDGE MARINE Second Edition</em>.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">International, C., Commission, E., Deshpande, V., Power, C., &amp; No, O. (2004). Internationale International Standard. <em>Order A Journal On The Theory Of Ordered Sets And Its Applications</em>, <em>1997</em>, 1–25.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Kliman, G. B., Premerlani, W. J., Koegl, R. A., &amp; Hoeweler, D. (1996). New approach to on-line turn fault detection in AC motors. <em>Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)</em>, <em>1</em>, 687–693. https://doi.org/10.1109/ias.1996.557113</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Kusumadewi, S. (2003). <em>Artificial Intelligence (Techniques and Applications)</em>. Graha Ilmu.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">McCoy, Gilbert A.; Douglass, J. G. (2014). <em>Premium efficiency motor selection and application guide - A handbook for industry</em>. 136. https://www.energy.gov/sites/prod/files/2014/04/f15/amo_motors_handbook_web.pdf</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Melka, B., Smolka, J., Hetmanczyk, J., &amp; Lasek, P. (2019). Numerical and experimental analysis of heat dissipation intensification from electric motor. <em>Energy</em>, <em>182</em>, 269–279. https://doi.org/10.1016/j.energy.2019.06.023</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Motors and Generator Section. (2009). <em>NEMA Standards Publication MG 1-2009</em>. <em>552</em>, 775. https://law.resource.org/pub/us/cfr/ibr/005/nema.mg-1.2009.pdf</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Mustafa, Demetgul, Muhammet, U. (Ed.). (1993). <em>Parameter Estimation, Condition Monitoring and Diagnosis of Electrical Machines. 1993</em> (1st ed.). Janeza trdine 9. 51000 Rijeka, Croatia. https://doi.org/http://dx.d0i.org/10.5772/63169</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Nandi, S., Toliyat, H. A., &amp; Li, X. (2005). Condition monitoring and fault diagnosis of electrical motors - A review. <em>IEEE Transactions on Energy Conversion</em>, <em>20</em>(4), 719–729. https://doi.org/10.1109/TEC.2005.847955</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">On, L. N. (n.d.). <em>Lecture Notes on Machine-Ii</em>.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">PP. (1999). Pp Ri No 41 Tahun 1999 Tentang Pengendalian Pencemaran Udara. <em>Peraturan Pemerintah No. 41 Tentang Pengendalian Pencemaran Udara</em>.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Siddiqui, K. M., Sahay, K., &amp; Giri, V. K. (2014). Health Monitoring and Fault Diagnosis in Induction Motor- A Review. <em>International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering</em>, <em>3</em>(1), 2320–3765.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Squirrel, I. (n.d.). <em>Lecture 1 Three-phase Induction Motor Construction and Principle of Operation 2 . Induction Motor Types :</em> 1–9.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Sri Kusumadewi, H. P. (2010). <em>Fuzzy logic application for decision support</em>. Graha Ilmu.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">Teknologi, I., &amp; Seni, D. (2020). <em>Analisa Thermal Overload Relay ( TOR ) Type Lrd08c Pada Sistem Proteksi Motor 3 Fasa Belt Conveyor</em>. <em>1</em>, 79–90.</span></p><p class="MsoNormal" style="margin-left: 24.0pt; text-align: justify; text-indent: -24.0pt; mso-pagination: none; mso-layout-grid-align: none; text-autospace: none;"><span style="font-size: 10.0pt; mso-no-proof: yes;">US Department of Energy. (2014). Determining Electric Motor Load Ranges. <em>Motor Challenge</em>, <em>1</em>, 1. https://www.energy.gov/sites/prod/files/2014/04/f15/10097517.pdf</span></p><span style="font-size: 10.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman'; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-no-proof: yes;">Waide, P., &amp; Brunner, C. U. (2011). Energy-Efficiency Policy Opportunities for Electric Motor-Driven Systems. <em>Internationale Energy Agency</em>, <em>na</em>(na), 132.</span>