globalchange  > 过去全球变化的重建
DOI: 10.3390/atmos10050265
WOS记录号: WOS:000472677600039
论文题名:
The Impact of Global Warming on Wind Energy Resources and Ramp Events in Japan
作者: Ohba, Masamichi
通讯作者: Ohba, Masamichi
刊名: ATMOSPHERE
ISSN: 2073-4433
出版年: 2019
卷: 10, 期:5
语种: 英语
英文关键词: capacity factor ; wind energy resource ; climate change ; self-organizing maps ; weather patterns ; synoptic circulation ; constructed circulation analogs
WOS关键词: CLIMATE-CHANGE IMPACTS ; EXTRATROPICAL CYCLONES ; WEATHER PATTERNS ; POWER-GENERATION ; WESTERN PACIFIC ; INDIAN-OCEAN ; VARIABILITY ; TRANSITION ; SIMULATION ; EUROPE
WOS学科分类: Meteorology & Atmospheric Sciences
WOS研究方向: Meteorology & Atmospheric Sciences
英文摘要:

This study investigated the impact of global warming on Japanese wind energy resources and their short-term variations using the large ensemble d4PDF dataset, which consists of dynamically downscaled historical and +4K future climate projections. The capacity factor under the future and present climate was estimated from an idealized power curve based on hourly near-surface wind speeds. The +4K warming future climate projections showed significant changes in wind energy resources that varied both regionally and seasonally. The wind energy potential was projected to slightly increase (decrease) from winter to spring over northern (southern) Japan and decrease from summer to autumn over most of Japan. The projected annual production decreased by about similar to 5% over Japan in response to climate change. The frequency of wind ramp events also decreased in the latter seasons. The relationship to synoptic weather was investigated using self-organizing maps, whereby weather patterns (WPs) over the region in the present and future +4K climate were classified for a two-dimensional lattice. Future probabilistic projections of WPs under the global warming scenario showed both increases and decreases in the frequency of different WPs, with corresponding advantages and disadvantages for wind power generation with regard to future changes in capacity factors in Japan. The importance of these frequency changes on the total change was further assessed by separating the dynamical and thermodynamic contributions.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/136901
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作者单位: CRIEPI, Environm Sci Res Lab, 1646 Abiko, Abiko, Chiba 2701194, Japan

Recommended Citation:
Ohba, Masamichi. The Impact of Global Warming on Wind Energy Resources and Ramp Events in Japan[J]. ATMOSPHERE,2019-01-01,10(5)
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