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SIMULASI KENDALI DAYA REAKTOR G.A. SIWABESSY MENGGUNAKAN JARINGAN SYARAF TIRUAN

Mahardika, Rezky and Mustofa, Kawkab (2017) SIMULASI KENDALI DAYA REAKTOR G.A. SIWABESSY MENGGUNAKAN JARINGAN SYARAF TIRUAN. SEMINAR PENDAYAGUNAAN TEKNOLOGI NUKLIR. pp. 343-346. ISSN 2540-8062

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Abstract

ABSTRACT Simulation Of Power Reactor Controls G.A. Siwabessy Using Artificial Neural Networks. The power control of Multipurpose Reactor Control G.A. Siwabessy has controlled manually by the operator with the help of using a conventional feedback controller (PI controller) installed in the Marshaling Kiosk. In this research, the simulation of reactor power control using artificial neural network (ANN) using backpropargation method with damped least-squares (DLS) algorithm. This study uses two ANN, which acts as a model and controller. The ANNBackpropargation reactor model is trained using input from the sensor, control rod and inputoutput reactor circuit state. The ANN controller is trained by comparing the control system response and the PI control output from the reactor. A trained ANN controller is tested using an reactor simulation. The simulation result shows that ANN-controller succeeded in reducing overshoot and settling time . Keywords : ANN,Backpropargation,DLS,PI controller

Item Type: Article
Subjects: Reaktor Nuklir > Operasi dan Pemeliharaan Reaktor > Operasi
Divisions: Pusat Reaktor Serba Guna
Depositing User: EDITOR PRSG BATAN
Date Deposited: 08 May 2018 06:52
Last Modified: 08 May 2018 06:52
URI: http://repo-nkm.batan.go.id/id/eprint/1204

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