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基于矿井风流热流耦合特性的时间序列最优风流调控解集决策

Decision on optimal airflow regulation solution set based on heat and airflow coupling characteristics of mine airflow in time series.

作者信息

Jia Tong, Ma Heng, Gao Ke

机构信息

College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China.

Key Laboratory of Mine Thermodynamic Disasters and Control of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China.

出版信息

PLoS One. 2025 May 7;20(5):e0320326. doi: 10.1371/journal.pone.0320326. eCollection 2025.

Abstract

Addressing the issue where traditional airflow regulation models, which treat natural ventilation pressure and ventilation resistance as constant values, fail to determine the optimal solution set for airflow regulation based on real-time dynamic mine environments, this research proposes a model based on the characteristics of airflow's aerodynamic coupling with heat flow in an actual mine. A density-pressure-temperature characteristic equation is introduced to describe the variation laws of airflow state properties, forming a transient heat and airflow flow characteristics model in time series. Using the transient heat and airflow flow characteristics model as a correction variable, the fluctuating natural ventilation pressure and ventilation resistance model in time series is established. The fluctuating natural ventilation pressure and ventilation resistance are treated as environmental variables, and adjustment resistance is treated as a decision variable. A nonlinear correction airflow regulation model based on the heat and airflow coupling characteristics of airflow is constructed. This model is solved to obtain the optimal solution set for real-time airflow regulation, enabling precise airflow control. To verify the reliability of model, taking the Gucheng Coal Mine as an engineering research subject, An unsteady-state environmental field, which transfers energy to the airflow in a gradient flow field, is taken as the boundary condition. The unsteady-state heat transfer numerical model for the Gucheng Coal Mine is solved to analyze the heat and airflow coupling characteristics of airflow and to validate the proposed model. By inputting the heat environment time-series data of Gucheng Coal Mine into the transient heat and airflow flow characteristics model, the fluctuating natural ventilation pressure and ventilation resistance model, and the airflow regulation model, an optimal airflow control scheme is decided that meets the airflow requirements underground while minimizing system power consumption. The research provides a new theoretical foundation and methodological support for intelligent ventilation volume control in mines.

摘要

针对传统风流调控模型将自然风压和通风阻力视为定值,无法根据矿山实时动态环境确定风流调控最优解集的问题,本研究提出一种基于实际矿山风流与热流气动耦合特性的模型。引入密度-压力-温度特性方程描述风流状态参数的变化规律,构建了时间序列上的瞬态热流与风流特性模型。以瞬态热流与风流特性模型作为修正变量,建立了时间序列上的自然风压和通风阻力波动模型。将自然风压和通风阻力波动作为环境变量,调节阻力作为决策变量,构建了基于风流热流耦合特性的非线性修正风流调控模型。求解该模型得到实时风流调控最优解集,实现精确风流控制。为验证模型可靠性,以古城煤矿为工程研究对象,以在梯度流场中向风流传递能量的非稳态环境场作为边界条件,求解古城煤矿非稳态传热数值模型,分析风流的热流耦合特性,验证所提模型。将古城煤矿热环境时间序列数据输入瞬态热流与风流特性模型、自然风压和通风阻力波动模型以及风流调控模型,确定了满足井下风流需求且使系统功耗最小的最优风流控制方案。该研究为矿山智能风量控制提供了新的理论基础和方法支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/19d2/12058199/755dea46e069/pone.0320326.g001.jpg

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