Probabilistic projections of global wind and solar power growth based on historical national experience

IF 60.1 1区 材料科学 Q1 ENERGY & FUELS
Avi Jakhmola, Jessica Jewell, Vadim Vinichenko, Aleh Cherp
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Abstract

Despite the recent surge of wind and solar power, both technologies need to accelerate to meet climate goals. Yet, there are no robust methods to assess the likelihood of such acceleration. Here we show that renewable energy deployment follows a recurring pattern across countries with prolonged periods of relatively steady growth punctuated by growth pulses. Based on this insight and on observed growth trajectories in early adopting countries, we develop a probabilistic model (PROLONG) for projecting global wind and solar power deployment. In our central projections, both wind and solar power grow similarly to Intergovernmental Panel on Climate Change 2 °C-compatible pathways and faster than in current policy scenarios. The COP28 pledge to triple renewables by 2030 is near the 95th percentile of our projections and requires that the growth of wind and solar photovoltaics in major economies accelerate by 1.4–3 times and 2–5 times, respectively. PROLONG can be adopted for data-driven projections of other policy-dependent energy technologies.

Abstract Image

基于各国历史经验的全球风能和太阳能增长的概率预测
尽管最近风能和太阳能发电激增,但这两种技术都需要加速发展,才能实现气候目标。然而,目前还没有可靠的方法来评估这种加速的可能性。在这里,我们表明可再生能源的部署在各国之间遵循一种反复出现的模式,即长期相对稳定的增长被增长脉冲打断。基于这一见解和观察到的早期采用国家的增长轨迹,我们开发了一个概率模型(extend),用于预测全球风能和太阳能的部署。在我们的中心预测中,风能和太阳能的增长与政府间气候变化专门委员会2°c兼容的路径相似,并且比目前的政策情景更快。COP28承诺到2030年将可再生能源增加两倍,接近我们预测的95%,并要求主要经济体的风能和太阳能光伏发电增长分别加快1.4-3倍和2-5倍。可以采用extend对其他依赖政策的能源技术进行数据驱动的预测。
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来源期刊
Nature Energy
Nature Energy Energy-Energy Engineering and Power Technology
CiteScore
75.10
自引率
1.10%
发文量
193
期刊介绍: Nature Energy is a monthly, online-only journal committed to showcasing the most impactful research on energy, covering everything from its generation and distribution to the societal implications of energy technologies and policies. With a focus on exploring all facets of the ongoing energy discourse, Nature Energy delves into topics such as energy generation, storage, distribution, management, and the societal impacts of energy technologies and policies. Emphasizing studies that push the boundaries of knowledge and contribute to the development of next-generation solutions, the journal serves as a platform for the exchange of ideas among stakeholders at the forefront of the energy sector. Maintaining the hallmark standards of the Nature brand, Nature Energy boasts a dedicated team of professional editors, a rigorous peer-review process, meticulous copy-editing and production, rapid publication times, and editorial independence. In addition to original research articles, Nature Energy also publishes a range of content types, including Comments, Perspectives, Reviews, News & Views, Features, and Correspondence, covering a diverse array of disciplines relevant to the field of energy.
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