eprintid: 2526
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/25/26
datestamp: 2023-11-09 15:50:45
lastmod: 2023-11-09 15:50:45
status_changed: 2023-11-09 15:43:43
type: conference_item
metadata_visibility: show
creators_name: Hashim, M.A.
creators_name: Jaafar, J.
creators_name: Taib, S.M.
title: Interval type 2 fuzzy logic for significant wave height forecasting
ispublished: pub
keywords: 24 hours; Fuzzy logic system; Hindcasting; Interval type-2 fuzzy; Interval type-2 fuzzy logic; Leadtime; Root mean square errors; Significant wave height; Subtractive clustering; Type-2 fuzzy; Wave forecasting, Fuzzy logic; Intelligent systems; Mean square error; Research; Systems analysis; Water waves, Forecasting
note: cited By 1; Conference of 2012 12th International Conference on Intelligent Systems Design and Applications, ISDA 2012 ; Conference Date: 27 November 2012 Through 29 November 2012; Conference Code:95653
abstract: These days, fuzzy logic system has widely been applied in many applications, including wave forecasting. In current fuzzy logic development, researchers have started to use interval type 2 fuzzy as a solution to solve the uncertainties problem. The aim of this research is to propose a method to forecast significant wave height by using interval type 2 fuzzy logic. As part of the research, this paper focuses on two objectives; to extend type-1 fuzzy to type-2 fuzzy by assigning uncertainty to its type 1 counterpart and to predict significant wave height for 1 hour, 3 hours, 6 hours, 12 hours and 24 hours lead time. The root mean square error (RMSE) has been used to score the performance of both type 1 and type 2 fuzzy methods. The best result has shown at 6 hours lead time with RMSE of 0.1529. © 2012 IEEE.
date: 2012
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84874346971&doi=10.1109%2fISDA.2012.6416638&partnerID=40&md5=0bc6b64997655d1c0d9d65d7229f2dfb
id_number: 10.1109/ISDA.2012.6416638
full_text_status: none
publication: International Conference on Intelligent Systems Design and Applications, ISDA
place_of_pub: Kochi
pagerange: 794-798
refereed: TRUE
isbn: 9781467351188
issn: 21647143
citation:   Hashim, M.A. and Jaafar, J. and Taib, S.M.  (2012) Interval type 2 fuzzy logic for significant wave height forecasting.  In: UNSPECIFIED.