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Updated: Jun 24, 2025

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Ammonia Synthesis at Low Pressure
Published on: August 23, 2017
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绿色生产的进步和颠覆性创新驱动成本降低的潜力
Thorin Daniel1, Lei Xing1, Qiong Cai1
1School of Chemistry and Chemical Engineering, University of Surrey, Guildford GU2 7XH, U.K.
概括
预计到2030年,绿色的成本将下降到2.5美元/公斤以下,这是由于进步的创新. 进一步降低成本将需要电解技术的颠覆性技术进步.
科学领域:
- 能源科学 能源科学
- 化学工程是化学工程的组成部分.
- 人工智能应用的人工智能应用.
背景情况:
- 绿色对于能源和工业脱碳至关重要.
- 准确的成本预测对于投资和政策至关重要,但由于数据限制和复杂的成本因素而受到阻碍.
研究的目的:
- 开发一个人工智能辅助的模型来预测绿色的平衡成本.
- 分析渐进和颠覆性创新对未来绿色成本的影响.
主要方法:
- 利用自然语言处理 (NLP) 来收集有关电解技术趋势的数据.
- 开发了一个数据驱动的预测模型,包含不确定性分析.
- 计算了绿色成本的全球分布.
主要成果:
- 通过渐进式创新,绿色的成本预计到2030年将低于2.5美元/公斤.
- 在2030年以后,进一步大幅降低成本需要颠覆性的技术进步.
- 综合分析包括工厂组件的平衡和当前/未来的电解技术.
结论:
- 开发的AI模型提供了可靠的绿色成本演变预测.
- 渐进式创新是实现短期成本目标的关键.
- 颠覆性创新对于长期,大幅降低绿色生产成本至关重要.
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