蒙陕接壤区矿井水资源多目标优化配置模型

Multi-objective allocation optimization model for water resources from a coal mine in the Inner Mongolia-Shaanxi contiguous area

  • 摘要:
    目的 随着我国煤炭资源开发区域由东向西转移,西部煤炭基地在国民经济基础能源供给中的压舱石作用更加凸显。然而西部生态环境脆弱,煤炭安全高效绿色开发长期面临水害防治和水资源保护难以协调的困局。因此,推进矿井水管控技术走向智能化,是解决西部矿区煤−水矛盾的关键途径,也是在保障煤炭企业生产安全的前提下,实现矿区水资源保护利用的迫切需求。
    方法 针对现有矿井水配置技术存在的分级分质配置规则不完善、对矿井水资源特殊性考虑不足等问题,以地表水、地下水、矿井水和再生水为水源,构建综合考虑经济效益、环境效益和公平性的水资源分级分质多目标优化配置模型。在制定矿区水资源分级分质配置规则基础上,结合水量平衡、水质标准和用水需求约束等条件,采用第二代非支配排序遗传算法(NSGA-Ⅱ),对我国蒙陕接壤区某矿现状水平年水资源逐月配置方案进行求解,并评价了Pareto解集中经济、环境、公平效益侧重的配置方案,该案例验证了模型的有效性。
    结果和结论 (1)配置结果合理,矿井水年均利用率为78.4%,月平均利用率与月供需水量之差呈正相关,生态和农业需水是关键影响因子。(2)矿井水月平均利用率最高为92.2%(4月)、最低为31.4%(8月),此二月均推荐经济或环境方案。(3)1~12月环境方案,各水源利用率范围分别为100%、35.21%~100.00%、32.18%~95.11%和82.89%~100.00%。(4)生活、工业、生态、农业用水的满足度范围分别为95.00%~98.16%、97.27%~109.14%、94.35%~105.05%和81.95%~108.85%。(5)当矿井水利用率低时,其他水源利用率增大,供水结构不合理。研究结果可为矿井水资源的科学管理和综合利用提供理论依据和实践指导,并为类似资源优化配置问题提供参考。

     

    Abstract:
    Objective In China, as coal resource exploitation shifts gradually from eastern to western regions, coal bases in the western region play an increasingly notable foundational role in the basic energy supply in the national economy. However, due to its fragile ecosystems, the safe, efficient, and green coal exploitation of this region has long been challenged by the contradiction between the prevention and control of water hazards and the conservation of water resources. Therefore, advancing intelligent mine water control technology is identified as a crucial method to address the conflicts between coal mining and mine water in the western region. Additionally, this approach is also an urgent need for the conservation and utilization of water resources in mining areas on the premise of guaranteeing the production safety of coal enterprises.
    Methods The existing technology of mine water allocation faces several issues, including less comprehensive allocation rules based on supply priorities and water quality and insufficient consideration of the special properties of mine water. To overcome these limitations, using surface water, groundwater, mine water, and reclaimed water as water sources, this study developed a multi-objective allocation optimization model considering economic and environmental benefits and equity for water resources in coal mining areas. Based on the newly established water resource allocation rules and in combination with the conditions including water balance, water quality standards, and constraints on water consumption, this study employed the non-dominated sorting genetic algorithm Ⅱ (NSGA-Ⅱ) to determine the monthly allocation schemes for water resources under the base year of current status level in a coal mine within the Inner Mongolia-Shaanxi contiguous area. Moreover, this study assessed the allocation schemes orientated to economic benefits, environmental benefits, and equity, based on the Pareto solution set. This study case validated the effectiveness of the model.
    Results and Conclusions The allocation results proved reasonable, with the average annual utilization rate of mine water determined at about 78.4%. The average monthly utilization rate of mine water was positively correlated with the difference between monthly water supply and demand, with ecological and agricultural water demand acting as significant influential factors. April and August saw the highest (92.2%) and lowest (31.4%) average monthly utilization rates of mine water, respectively. Economy- or environment-orientated schemes are recommended for the two months. For the environment-orientated scheme from January to December, the utilization rate ranges of surface water, groundwater, mine water, and reclaimed water were calculated at 100%, 35.21% to 100.00%, 32.18% to 95.11%, and 82.89% to 100.00%, respectively. The satisfaction rates for domestic, industrial, ecological, and agricultural water ranged from 95.00% to 98.16%, from 97.27% to 109.14%, from 94.35% to 105.05%, and from 81.95% to 108.85%, respectively. The low utilization rate of mine water corresponded to increased utilization rates of other water sources, indicating an unreasonable water supply structure. The results of this study provide a theoretical basis and practical guidance for the scientific management and comprehensive utilization of mine water in mining areas while also offering a reference for the allocation optimization of similar resources.

     

/

返回文章
返回