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ARTIFICIAL INTELLIGENCE (AI) TECHNIQUES FOR MAXIMIZING VALUE OF POWER GENERATING ASSETS

机译:最大限度提高发电资产价值的人工智能(AI)技术

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For over two decades, there has been considerable interest in and research devoted to the use of artificial intelligence (AI) for maximizing the value of power generating assets.AI may be thought of as application of intelligence in a systematic and rational manner to power plant equipment, components and processes for self-learning and solving complex problems. AI techniques are increasingly finding applications in the power industry in addressing issues related to performance, reliability, availability, maintenance, automation, cybersecurity, workforce, and others.In the past several years, pace has accelerated in AI techniques, largely stemming from increased speed and power in computing, advances in technology, and utilization of algorithms. The Industrial Internet of Things (IIoT) is rapidly gaining ground by leveraging AI, digital assets and data analytics in managing and optimizing plant operations and performance of power generating assets.This paper provides an overview of how AI techniques are being utilized to maximize the value of power generating assets and prognosis for future use of AI in the power industry.
机译:在过去的二十多年中,人们对使用人工智能(AI)最大化发电资产价值的兴趣和研究投入很大.AI可以被认为是系统地,合理地将智能应用到发电厂中用于自学和解决复杂问题的设备,组件和过程。在解决与性能,可靠性,可用性,维护,自动化,网络安全,劳动力等相关的问题方面,人工智能技术正越来越多地在电力行业中找到应用。在过去几年中,人工智能技术的步伐加快了,很大程度上是由于速度的提高计算的能力,技术的进步以及算法的利用。通过利用AI,数字资产和数据分析来管理和优化工厂运营以及发电资产的性能,工业物联网(IIoT)正在迅速普及。发电资产的价值和对AI在电力行业中的未来使用的预测。

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