Detail Cognitive Artificial Intelligence Method for Interpreting Transformer Condition Based on Maintenance Data (article of Advances in Science, Technology and Engineering Systems Journal (ASTES Journal) Vol.2, Iss.3 Page No 1137-1146, 2017) Bibliografi Author: Bachri, Karel Octavianus ; Anggoro, Bambang ; Sumari, Arwin Datumaya Wahyudi ; Ahmad, Adang Suwandi Topik: Cognitive Artificial-Intelligence; A3S; OMA3S; Information Fusion; Transformer Condition; JABFUNG-FT-KOB-2023-01 Bahasa: (EN )     Penerbit: ASTES Publishers     Tempat Terbit: Covina    Tahun Terbit: 2017     Jenis: Article - diterbitkan di jurnal ilmiah internasional Fulltext: ASTESJ_0203143.pdf (1.24MB; 3 download) [Informasi yang berkaitan dengan koleksi ini di internet] Abstract A3S(Arwin-Adang-Aciek-Sembiring) is a method of information fusion at a single observation and OMA3S(Observation Multi-time A3S) is a method of information fusion for time-series data. This paper proposes OMA3S-based Cognitive Artificial-Intelligence method for interpreting Transformer Condition, which is calculated based on maintenance data from Indonesia National Electric Company (PLN). First, the proposed method is tested using the previously published data, and then followed by implementation on maintenance data. Maintenance data are fused to obtain part condition, and part conditions are fused to obtain transformer condition. Result shows proposed method is valid for DGA fault identification with the average accuracy of 91.1%. The proposed method not only can interpret the major fault, it can also identify the minor fault occurring along with the major fault, allowing early warning feature. Result also shows part conditions can be interpreted using information fusion on maintenance data, and the transformer condition can be interpreted using information fusion on part conditions. The future works on this research is to gather more data, to elaborate more factors to be fused, and to design a cognitive processor that can be used to implement this concept of intelligent instrumentation. Opini Anda Klik untuk menuliskan opini Anda tentang koleksi ini! Lihat Sejarah Pengadaan  Konversi Metadata   Kembali

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