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Journal : Journal of Artificial Intelligence and Engineering Applications (JAIEA)

APPLICATION OF CASE BASED REASONING (CBR) METHOD IN DISTRIBUTION TRAFO DAMAGE EXPERT SYSTEM AT PLN UP3 BINJAI Aris Wahyono, Aris Wahyono; Akim Manaor Hara Pardede; Rahmadani
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 2 No. 1 (2022): October 2022
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v2i1.111

Abstract

In the world of electricity, transformers are widely used, both in the field of electric power and electronics. The use of transformers in the electric power system is used for each of its needs, for example the need for high voltage in the delivery of electrical power over long distances. Electrical equipment transformers are expensive and are very vital equipment. If the transformer is disturbed or in an abnormal condition, there may be an unexpected temporary cessation of electricity distribution and will cause losses for PLN and consumers who use electricity by disrupting the activities carried out. The Case Based Reasoning (CBR) method is a case-based reasoning system that uses previous experiences or cases so that they can solve new problems or cases. There are several stages in the case based reasoning method, including retrieve, reuse, revise, and retain. Case-based Reasoning (CBR) collects previous cases that are similar to the new problem and tries to modify the solution to fit the new case. The basic idea of ​​Case-Based reasoning is the assumption that similar problems have similar solutions. While this assumption is not always true, it does depend on many practical domains. Where the previous case experienced an overvoltage transformer damage, using the CBR method will look for similarities to the previous case with existing characteristics, the CBR method will look for the same case on the existing Knowladge so that the damage is quickly detected. From the characteristics of the damage that is on the transformer, it is easy to diagnose transformer damage using the CBR method and the results of the CBR method will find a ranking that is almost similar to the existing case.
Selection of Outstanding Course Participants for Award Recipients Using the Topsis Method of Case Studies of Multilogic Course Institutions Riza Mahyuda; Rahmadani; Br Sitepu, Kristina Annatasia
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.656

Abstract

A course institution is an organization or institution that provides educational or training programs in various fields. This institution aims to improve the skills, knowledge, and competencies of course participants. Course institutions can operate formally or informally and offer different types of courses, ranging from short-term courses to more intensive programs. Examples of course institutions include vocational training centers, language schools, computer centers, and other professional educational institutions. In this study, the author wants to explain the determination of outstanding course participants by applying the TOPSIS method to get alternative students who are close to positive ideals and far from negative ideals, based on data on participant values, among others, course certificate assessment criteria, course average scores, skills, final project scores and attendance, the value of giving awards to participants in order to further improve the quality of participant achievement so that the participants are more enthusiasm in learning. The purpose of selecting outstanding students to give awards is to appreciate and recognize the efforts, abilities, and outstanding achievements shown by students. This award aims to motivate students to continue to excel, increase their enthusiasm for learning, and encourage healthy competition among participants. In addition, this award also serves as an inspiration for other students to strive to achieve the best results in their field of pursuit. After doing the preference value of each alternative, the largest score is owned by alternative V14 (Dwi Intan Sari) with a value of 0.801. It can be concluded that the recipient of the award for the outstanding participant in Multi Logika is Dwi Intan Sari.
Co-Authors , Miftah El Fikri Abd Hakim Laenggeng, Abd Hakim Abd Rauf AD. Basnawati AD. Basniwati Afu , La Ode Alirman Ageng Rahyan Al Amin AGUNG SETIAWAN Ahmad Miftahurrahman Anwar Aida Sari Alfiani Pulungan Alika Rahmadia Amalia, Riska Ari Amanda, Era Dea Amir Hamzah Effendi Ananto, Rangga Putra ANDI KHAERUNI Andi Sultan Metaraga Agung Andriani Anni Khoiriah Apriandini, Wani Apriyanto A.J. Pauweni Arifudin Aris Wahyono, Aris Wahyono Arlin Maya Sari Armina Afriani Arrafii Sihotang, Bambang Ashari Ashari Asmalindar Asmar Hasan Astija Aulia Rahmah Puteri Aulia, Fathira Hilmi Ayyub Fudhail Zibly Baiq Vira Safitri Bakri, Zainal Beverly Evangelista Chrisdianto Eko Purnomo Cinta Ramadhani Deby Safitri Hasanah Dede Mahdiyah Dede Mahdiyah, Dede Dewi Nurmasari Pane Eka Surya Fitriani Elisa, Audiya Endah Subekti Endang Sulistya Rini Erma Fallahiyan, M. Alfian Fallahiyan, Muh. Alfian Familia, Aorelia Bunga Febrina Asmiralda Feliks Yohanes Sihombing Fitri Ayu Ningtiyas, Fitri Ayu Gong Martua GUSNAWATY HS, GUSNAWATY Haeruman Jayadi Hastika, Febby Yulia Hendri Wibowo Hendry . Herlina M Husein Afandi Husnati, Lailan Husni A Jalil Icam Sutisna Ilham A. Fattah Jumat, Gani Junil Adri Kamidin, Masruhi Kamila, Saadatul Khairul Umam Kristian Unga Kristina Annatasia Br Sitepu Kumalasari, Inci Saputri Kurniawan, Ahmad La Ode Santiaji Bande Labbase, Ilham Lahmuddin Lalu Yazid Ferdiansyah Lia Rukmaini M. SALEH Mahdi Mulia Mallombassi Marto Sihombing Masbulan Mauliana Adwiah Meldawati Mira Andani Mohtar, M. Sobirin Muhamad Fikri Khaikal Muhammad Ansarullah S. Tabbu Muhammad Iqbal Muhammad Irfan Hasanuddin, Muhammad Irfan Muhammad Rifa'i MUHAMMAD TAUFIK Munirul Abidin Mursito S. Bialangi Mursyid, Besse Tenriabeng Musa, Faisal Nadia, Togu Nahda Laili Khairizqa Nasir, Munawir Ningsih, Kristiyana Wahyu Nur Afia Nur Aisyah Nur Halimah Lubis Nur Hidayah Nur Hikmah Nurlinda Nurul Wakia Palahuddin Pangulu Abdul Karim Pardede, Akim Manaor Hara Prartama, Amal Pratama, Prasetya Putra Putri Anisa Nasution Putri Azizah Nasution Putri Maharani Putri, Chairani Dwi Putri, Sukma Rabab Khan Rachman Maulana Kafrawi Rahmat Fuadi Syam Rahmawati Raihanah Raisa Atthiyah Arin Raodah, Putri Ratu Yulianti Natsir Revi Riandy Nugraha Rida Rifaatul Mahmuzah Rikardho Risky, Raihan Riza Mahyuda Robiatul Adawiyah RR. Cahyowati RR. Ella Evrita Hestiandari Rusnan Safriadi Safriadi, Safriadi Salsa Nadhillah Santana, Richo Adjie Sari, Ririn Anggita Sarkawi Satrah, Vit Neru Shofia Nur Awami Silaban, Indra Marto Sinaga, Nurul Afni Sintiya Rajagukguk Siti Marwiyah Siti Nurhaliza Jufri Sri Rahayuningsih Suci Andri Suluwi , Hamsir Sumina Rambe Supina Batubara Suryanto Sutarini Syahyunan Syarif, Sitti Hatija Syarifah Febby Amelia Taufik, Zahratul'ain Theana, Milka Titin Nurfatlah Tuti Alawiyah UC Mariance Ummu Khoiriah Rangkuti Vivianti Novita Wiwik Andriani