RELIABILITY OF WIND SPEED DATA FROM SATELLITE ALTIMETER TO SUPPORT WIND TURBINE ENERGY

被引:2
作者
Uti, M. N. [1 ]
Din, A. H. M. [1 ,2 ,3 ]
Omar, A. H. [1 ]
机构
[1] Univ Teknol Malaysia, Fac Geoinformat & Real Estate, Geomat Innovat Res Grp GIG, Johor Baharu 81310, Johor, Malaysia
[2] Univ Teknol Malaysia, Fac Geoinformat & Real Estate, Geosci & Digital Earth Ctr INSTEG, Johor Baharu 81310, Johor, Malaysia
[3] Univ Malaysia Terengganu, Inst Oceanog & Environm INOS, Terengganu, Malaysia
来源
ISPRS WG IV/1 INTERNATIONAL CONFERENCE ON GEOMATIC AND GEOSPATIAL TECHNOLOGY 2017: GEOSPATIAL AND DISASTER MANAGEMENT | 2017年 / 42-4卷 / W5期
关键词
Wind Speed Data; Wind Turbine Energy; Satellite Altimeter; Radar Altimeter Database System; Ground-truth buoy; WAVE HEIGHTS; VALIDATION;
D O I
10.5194/isprs-archives-XLII-4-W5-215-2017
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Satellite altimeter has proven itself to be one of the important tool to provide good quality information in oceanographic study. Nowadays, most countries in the world have begun in implementation the wind energy as one of their renewable energy for electric power generation. Many wind speed studies conducted in Malaysia using conventional method and scientific technique such as anemometer and volunteer observing ships (VOS) in order to obtain the wind speed data to support the development of renewable energy. However, there are some limitations regarding to this conventional method such as less coverage for both spatial and temporal and less continuity in data sharing by VOS members. Thus, the aim of this research is to determine the reliability of wind speed data by using multi-mission satellite altimeter to support wind energy potential in Malaysia seas. Therefore, the wind speed data are derived from nine types of satellite altimeter starting from year 1993 until 2016. Then, to validate the reliability of wind speed data from satellite altimeter, a comparison of wind speed data form ground-truth buoy that located at Sabah and Sarawak is conducted. The validation is carried out in terms of the correlation, the root mean square error (RMSE) calculation and satellite track analysis. As a result, both techniques showing a good correlation with value positive 0.7976 and 0.6148 for point located at Sabah and Sarawak Sea, respectively. It can be concluded that a step towards the reliability of wind speed data by using multi-mission satellite altimeter can be achieved to support renewable energy.
引用
收藏
页码:215 / 224
页数:10
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