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Research on the coupling relationship between manufacturing technology innovation and energy consumption based on intelligent algorithms

机译:基于智能算法的制造技术创新与能耗的耦合关系研究

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摘要

In the current era, the energy consumption of the manufacturing industry is very serious. How to achieve optimal control of energy consumption in the manufacturing process with technological innovation as the driving force has become a current research hotspot. Based on this, this article has deeply studied the application of control technology in energy consumption management and control, and designed the sparse coupling relationship and analysis model based on the greedy optimization algorithm. From the aspects of conventional energy consumption, technical methods, output control and energy consumption in the manufacturing industry, based on production data, the optimal control strategy for energy consumption is analyzed and quantitatively evaluated through the greedy optimization algorithm. The results show that the energy consumption relationship analysis model based on the matching tracking algorithm has the advantages of high computational efficiency and high precision.
机译:在当今时代,制造业的能源消耗非常严重。如何以技术创新为动力,实现制造过程能耗的最优控制,已成为当前的研究热点。基于此,本文深入研究了控制技术在能耗管理与控制中的应用,设计了基于贪婪优化算法的稀疏耦合关系与分析模型。从传统能源消耗、技术方法、产量控制和制造业能源消耗等方面,基于生产数据,通过贪婪优化算法对能源消耗的最优控制策略进行了分析和定量评价。结果表明,基于匹配跟踪算法的能耗关系分析模型具有计算效率高、精度高等优点。

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