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Modeling and Dynamical Analysis of the Water Resources Supply-Demand System: A Case Study in Haihe River Basin

机译:水资源供求系统的建模与动力学分析-以海河流域为例

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摘要

The relationship between water resources supply and demand is very complex and exhibits nonlinear characteristics, which leads to fewer models that can adequately manage the dynamic evolution process of the water resources supply-demand system. In this paper, we propose a new four-dimensional dynamical model to simulate the internal dynamic evolution process and predict future trends of water supply and demand. At the beginning, a new four-dimensional dynamical model with uncertain parameters is established. Then, the gray code hybrid accelerating genetic algorithm (GHAGA) is adopted to identify the unknown parameters of the system based on the statistic data (1998–2009). Finally, the dynamical analysis of the system is further studied by Lyapunovexponent, phase portraits, and Lyapunov exponent theory. Numerical simulation results demonstrate that the proposed water resources supply-demand system is in a steady state and is suitable for simulating the dynamical characteristics of a complex water supply and demand system. According to the trends of the water supply and demand of several nonlinear simulation cases, the corresponding measures can be proposed to improve the steady development of the water resources supply-demand system.
机译:水资源供需之间的关系非常复杂,并且表现出非线性特征,导致可充分管理水资源供需系统动态演化过程的模型较少。在本文中,我们提出了一个新的四维动力学模型,以模拟内部动态演化过程并预测供水和需求的未来趋势。首先,建立了具有不确定参数的新的四维动力学模型。然后,基于统计数据(1998-2009),采用格雷码混合加速遗传算法(GHAGA)来识别系统的未知参数。最后,利用李雅普诺夫指数,相画像和李雅普诺夫指数理论进一步研究了系统的动力学分析。数值模拟结果表明,所提出的水资源供需系统处于稳定状态,适合于模拟复杂的供需系统的动力特性。根据几种非线性模拟案例的供需趋势,可以提出相应的措施,以提高水资源供需系统的稳定发展。

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