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Review of application of AI techniques to Solar Tower Systems

机译:AI技术在太阳能塔系统中的应用述评

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摘要

Artificial Intelligence (AI) is increasingly playing a significant role in the design and optimization of renewable energy systems. Many AI approaches and technologies are already widely deployed in the energy sector in applications such as generation forecasting, energy efficiency monitoring, energy storage, and overall design of energy systems. This paper provides a review of the applications of key AI techniques on the analysis, design, optimization, control, operation, and maintenance of Solar Tower systems, one of the most important types of Concentrating Solar Thermal (CST) systems. First, key AI techniques are briefly described and relevant examples of their application to CST systems in general are provided. Subsequently, a detailed review of how these AI techniques are being used to advance the state of the art of solar tower systems is presented. The review is structured around the different subsystems of a solar tower system.
机译:人工智能(AI)越来越多地在可再生能源系统的设计和优化方面发挥着重要作用。 许多AI方法和技术已经广泛地部署在能源部门中的应用,例如生成预测,能效监测,能量存储和能量系统的整体设计。 本文介绍了关键AI技术对太阳能塔系统的分析,设计,优化,控制,操作和维护的关键技术,最重要的集中太阳能热(CST)系统之一。 首先,提供关键的AI技术,并提供了通常对CST系统的应用的相关示例。 随后,提出了对这些AI技术如何用于推进太阳能塔系统领域的方式的详细审查。 审查是在太阳能塔系统的不同子系统周围构建的。

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