Aplikasi Adaptive Nuero-Fuzzy Interference System (ANFIS) Sebagai Soft Sensor Untuk Memprediksi Komposisi Produk Pada Kolom Distilasi

T. R. Biyanto

doi:10.14710/reaktor.9.2.112-116

DOI: https://doi.org/10.14710/reaktor.9.2.112-116

Aplikasi Adaptive Nuero-Fuzzy Interference System (ANFIS) Sebagai Soft Sensor Untuk Memprediksi Komposisi Produk Pada Kolom Distilasi

*T. R. Biyanto - , Indonesia

Published: 19 Jun 2017.

Citation Format:

Abstract

Makalah ini memaparkan pemanfaatan Nuero-Fuzzy Interference System (ANFIS) sebagai soft sensor untuk memprediksi komposisi produk distilat dan produk bawah pada kolom distilasi. Model plant kolom distilasi dibangun menggunakan hysys software dengan metode shortcut dan rigorous sedangkan ANFIS menggunakan mekanisme penalaran fuzzy sugeno. Pengukuran fraksi mol pada kolom distilasi biner biasanya merupakan pengukuran secara infential. Fraksi mol dari distilat dan produk bawah diwakili oleh temperature pada bagian tertentu dari kolom distilasi tersebut. Hubungan antara temperatur dan fraksi sebenarnya non linier dan dipengaruhi oleh pengganggu-pengganggu, seperti tekanan kolom distilasi, fraksi mol feed, laju feed dan laju panas reboiler. Pada penelitian, nilai Xd mempunyai korelasi terdekat dengan temperatur pada tray 14 (top tray) dan nilai Xb mempunyai korelasi terdekat dengan temperatur pada tray 1 (bottom tray). Oleh karena itu sensor temperature diletakkan pada tray 1 dan tray 14 untuk memprediksi Xd dan Xb. ANFIS softsensor menghasilkan nilai RMSE sama dengan 2.0034 x 10^-5 untuk fraksi atas dan RMSE = 1.6850 X 10^-4 untuk fraksi bawah.

Kata kunci : komposisi produk kolom distilasi, soft sensor, Adaptive Nuero-Fuzzy Interference System

Fulltext View|Download

Keywords: komposisi produk kolom distilasi, soft sensor, Adaptive Nuero-Fuzzy Interference System

Article Metrics:

Article Info

Section: Research Article

Language : INDONESIA

In Volume 09 No. 02 Desember 2005

Recent articles

Perpindahan Panas Dan Massa Penguapan Falling Film Campuran Uap-Gas Methanol-Air Arah Berlawanan perancangan Burner Untuk Meningkatkan Kinerja Pembakaran Kompor Gas LPG Aplikasi Adaptive Nuero-Fuzzy Interference System (ANFIS) Sebagai Soft Sensor Untuk Memprediksi Komposisi Produk Pada Kolom Distilasi More recent articles

Most cited articles

PADDY DRYING IN MIXED ADSORPTION DRYER WITH ZEOLITE: DRYING RATE AND TIME ESTIMATION REAKSI KATALITIS ESTERIFIKASI ASAM OLEAT DAN METANOL MENJADI BIODIESEL DENGAN METODE DISTILASI REAKTIF HYDROTHERMAL CARBONIZATION OF BIOMASS WASTE BY USING A STIRRED REACTOR: AN INITIAL EXPERIMENTAL RESULTS A QUANTITATIVE STRUCTURE-PROPERTY RELATIONSHIP (QSPR) EVALUATION OF CRITICAL VOLUME OF UNSATURATED HYDROCARBON ALKENES AND ALKYNES USING SIMPLE CONNECTIVITY INDICES THE OPTIMIZATION OF PRODUCTION ZEOLITE Y CATALYST FROM RHA BY RESPONSE SURFACE METHODOLOGY More cited articles

Last update:

No citation recorded.

Last update: 2025-02-05 21:40:21

No citation recorded.

In order for REAKTOR to publish and disseminate research articles, we need non-exclusive publishing rights (transferred from the author(s) to the publisher). This is determined by a publishing agreement between the Author(s) and REAKTOR. This agreement deals with transferring or licensing the publishing copyright to REAKTOR while Authors still retain significant rights to use and share their published articles. REAKTOR supports the need for authors to share, disseminate, and maximize the impact of their research and these rights in any databases.

As a journal author, you have the right to use your article for many purposes, including by your employing institute or company. These Author rights can be exercised without the need to obtain specific permission. Authors publishing in BCREC journals have wide rights to use their works for teaching and scholarly purposes without needing to seek permission, including, but not limited to:

use for classroom teaching by the Author or the Author's institution and presentation at a meeting or conference and distributing copies to attendees;
use for internal training by the author's company;
distribution to colleagues for their research use;
use in a subsequent compilation of the author's works;
inclusion in a thesis or dissertation;
reuse of portions or extracts from the article in other works (with full acknowledgment of the final article);
preparation of derivative works (other than commercial purposes) (with full acknowledgment of the final article);
voluntary posting on open websites operated by the author or the author’s institution for scholarly purposes,

(but it should follow the open access license of Creative Common CC-by-SA License).

Authors/Readers/Third Parties can copy and redistribute the material in any medium or format and remix, transform, and build upon the material for any purpose, even commercially. Still, they must give appropriate credit (the name of the creator and attribution parties (authors detail information), a copyright notice, an open access license notice, a disclaimer notice, and a link to the material), provide a link to the license, and indicate if changes were made (Publisher indicates the modification of the material (if any).

Authors/Readers/Third Parties can read, print and download, redistribute or republish the article (e.g., display in a repository), translate the article, download for text and data mining purposes, reuse portions or extracts from the article in other works, sell or re-use for commercial purposes, remix, transform, or build upon the material, they must distribute their contributions under the same license as the original Creative Commons Attribution-ShareAlike (CC BY-SA).