TY  - CONF
Y1  - 2012///
TI  - Interval type 2 fuzzy logic for significant wave height forecasting
AV  - none
N1  - 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
SN  - 21647143
SP  - 794
A1  - Hashim, M.A.
A1  - Jaafar, J.
A1  - Taib, S.M.
KW  - 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
KW  -  Fuzzy logic; Intelligent systems; Mean square error; Research; Systems analysis; Water waves
KW  -  Forecasting
CY  - Kochi
EP  - 798
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-84874346971&doi=10.1109%2fISDA.2012.6416638&partnerID=40&md5=0bc6b64997655d1c0d9d65d7229f2dfb
ID  - scholars2526
N2  - 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.
ER  -