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智能管道發(fā)展現(xiàn)狀及具體領(lǐng)域智能化的探討2021-03-26

作者單位:1. 中國石化川氣東送天然氣管道有限公司,2. 西安石油大學(xué)石油工程學(xué)院
中文關(guān)鍵字:智能管道;建設(shè)指標(biāo);預(yù)測預(yù)警;算法模型
英文關(guān)鍵字:Smart pipeline; Construction index; Prediction and early warning; Algorithm model
中文摘要:大數(shù)據(jù)、人工智能、數(shù)字孿生等科技信息技術(shù)的高速發(fā)展,極大地推動(dòng)了管道行業(yè)智能化轉(zhuǎn)型升級?;趨f(xié)同建造的數(shù)字化管道建設(shè)成果向管道生產(chǎn)運(yùn)行系統(tǒng)的數(shù)字化交付,以及基于建設(shè)與運(yùn)行數(shù)據(jù)向智能應(yīng)用的數(shù)字化交付,構(gòu)成了滿足管道運(yùn)行實(shí)時(shí)監(jiān)測、遠(yuǎn)程實(shí)時(shí)控制、自主決策和智能預(yù)測預(yù)警等管理需求的完整體系,這一智能化體系的可持續(xù)發(fā)展有利于油氣管道的高質(zhì)量發(fā)展。通過總結(jié)提出了智能管道概念及其具體指標(biāo),并分類介紹了目前國內(nèi)外在油氣管道具體領(lǐng)域的智能算法模型。提出我國油氣管道建設(shè)正在進(jìn)入智能化時(shí)代,相關(guān)領(lǐng)域理論研究深入,但實(shí)際應(yīng)用不夠廣泛,未來應(yīng)以全面感知、綜合預(yù)判、一體管控和自適應(yīng)優(yōu)化為目標(biāo)進(jìn)行建設(shè),從而實(shí)現(xiàn)“智慧管網(wǎng)”。研究對推動(dòng)管道智能化改革有一定的借鑒意義。

英文摘要:

The rapid development of scientific and technological information technologies, such as big data, artificial intelligence and digital twins, has greatly promoted the transformation and upgrading of the pipeline industry to intellectualization.The digital delivery of digital pipeline construction results based on collaborative construction to the pipeline production and operation system and the digital delivery based on construction and operation data to intelligent applications constitutes management system that meets real-time monitoring of pipeline operations, remote real-time control, independent decision-making, and intelligent prediction and early warning.The sustainability of this intelligent system is conducive to the high-quality development of oil and gas pipelines.In this paper, the concept of smart pipeline and its specific indicators are put forward,and intelligent algorithm models in specific fields of oil and gas pipelines at home and abroad are introduced as well.It is pointed out that the construction of oil and gas pipelines in China is entering the era of intelligence.The theoretical research in related fields is intensive, yet without broad application.In the future, the construction should be aimed at all-round perception, comprehensive prediction, integrated management and adaptive optimization, so as to achieve Smart Pipe Network.

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