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Assessment of future wind resources under climate change using a multi-model and multi-method ensemble approach

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

Harvesting renewable wind energy is among the most cost-efficient means of reducing carbon emissions and achieving carbon neutrality. However, wind resource is susceptible to climate change impacts since the global temperature increase will reshape atmospheric circulation patterns. To facilitate the evaluation of fine-scale wind energy potential under climate variability, this paper proposes and validates a multi-model and multi-method ensemble wind resource projection approach. Then this approach is utilized to investigate the future variation of wind resources in Hong Kong based on the combined use of global climate models from Coupled Model Intercomparison Project Phase 6 and long-term observations from meteorological stations. It is found that there is a significant increase in future wind resources during summer, while a remarkable decline is projected during autumn. Nevertheless, the variations of wind resources in winter and spring are relatively insignificant. The outcomes of this study are expected to offer a framework for fine-scale wind resource assessment under climate change, and facilitate the economic and risk assessments of future wind farm projects.
Original languageEnglish
Article number120290
JournalApplied Energy
Volume329
Online published9 Nov 2022
DOIs
Publication statusPublished - 1 Jan 2023

Funding

The work described in this paper was fully supported by grants from the Science, Technology and Innovation Commission of Shenzhen Municipality (Project No: SGDX2020110309300301), the National Natural Science Foundation of China (Project No: 51978593), and the Research Grants Council of Hong Kong (Project No: CityU 11204020).

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 2 - Zero Hunger
    SDG 2 Zero Hunger
  2. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy
  3. SDG 8 - Decent Work and Economic Growth
    SDG 8 Decent Work and Economic Growth
  4. SDG 13 - Climate Action
    SDG 13 Climate Action

Research Keywords

  • Climate change
  • Global climate model
  • Meteorological observation
  • Wind energy
  • Wind resource assessment
  • Wind speed distribution

RGC Funding Information

  • RGC-funded

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