Leak Detection of Pipeline Using a Hybrid of Neural-Adaptive Tabu Search Algorithm

被引：0

作者：

Sommuang, Sunisa ^{[1
]}

Suwatthikul, Jitliwut ^{[1
]}

Thirachai, Songkord ^{[1
]}

机构：

[1] Natl Elect & Comp Technol Ctr, Klongluang, Pathum Thani, Thailand

来源：

2014 14TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2014) | 2014年

关键词：

leak detection; Neural-Adaptive Tabu Search; hybrid algorithms;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents a new hybrid of Neural-Adaptive Tabu Search (NATS) for leakage detection in pipelines. The proposed cooperative algorithms are formed from Artificial Neural Network (ANN) and Adaptive Tabu Search (ATS). The article shows comparison studies of the ANN and NATS algorithms. The search performance evaluation is performed on the standard benchmark from University of California at Irvine (UCI) Machine Learning Repository. The experiment uses water leakage signals from a field-test yard. The results show that the leaking pipeline can be efficiently detected.

引用

页码：531 / 534

页数：4

共 50 条

[11] Hybrid RBF neural network adaptive optimal power system stabilizer with tabu search
Chusanapiputt, S
Nualhong, D
Phoomvuthisarn, S
POWERCON 2002: INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY, VOLS 1-4, PROCEEDINGS, 2002, : 355 - 360
[12] Adaptive noise suppression in pipeline leak detection
Wen, Yumei
Xie, Renfeng
Yang, Jin
Li, Ping
Wen, Jing
Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2012, 33 (10): : 2228 - 2233
[13] Network intrusion detection by using Cellular Neural Network with Tabu Search
Yang, Zhongxue
Karahoca, Adem
Yang, Ning
Aydin, Nizamettin
BLISS 2008: 2008 ECSIS SYMPOSIUM ON BIO-INSPIRED, LEARNING AND INTELLIGENT SYSTEMS FOR SECURITY, PROCEEDINGS, 2008, : 64 - +
[14] Leak Detection Modeling Of a Pipeline Using Echo State Neural Networks
Ribeiro, Alexandre M.
Grossi, Caroline D.
Santos, Brunno F.
Santos, Rejane B.
Fileti, Ana M. F.
28TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2018, 43 : 1231 - 1236
[15] Substation and Transmission Line Expansion Planning Using Adaptive Tabu Search Algorithm
Chatthaworn, Rongrit
Chaitusaney, Surachai
2013 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2013,
[16] Tabu Search Algorithm with Neural Tabu Mechanism for the Cyclic Job Shop Problem
Bozejko, Wojciech
Gnatowski, Andrzej
Nizynski, Teodor
Wodecki, Mieczyslaw
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, (ICAISC 2016), PT II, 2016, 9693 : 409 - 418
[17] A hybrid tabu search algorithm for the nurse rostering problem
Burke, E
De Causmaecker, P
Vanden Berghe, G
SIMULATED EVOLUTION AND LEARNING, 1999, 1585 : 187 - 194
[18] Hybrid strategy based on genetic algorithm and tabu search
College of Computer Science, Beijing University of Technology, Beijing 100022, China
Beijing Gongye Daxue Xuebao J. Beijing Univ. Technol., 2006, 3 (258-262):
[19] Hybrid tabu search algorithm for excellent Boolean function
Wang W.
Xu H.
Cui M.
Xie Q.
Tongxin Xuebao/Journal on Communications, 2022, 43 (05): : 133 - 143
[20] A Hybrid Genetic Algorithm with Tabu Search Using a Layered Process for High-Order QAM in MIMO Detection
Kim, Taehyoung
Kong, Gyuyeol
MATHEMATICS, 2025, 13 (01)

← 1 2 3 4 5 →