智能化港口煤场排产系统优化算法研究与应用

Research and Application of Optimization Algorithms for Intelligent Port Coal Yard Production Scheduling System

随着经济全球化的加速和能源需求的增长,高效的港口煤场排产系统变得尤为重要。传统系统因缺乏动态调整能力,常面临效率低下和资源分配不均的问题。为了解决这些问题,本研究采用了混合整数线性规划(MILP)和禁忌搜索算法(TS),结合系统集成和先进的数据处理技术,显著提升了排产决策的响应速度和精度。

With the acceleration of economic globalization and the growth of energy demand,an efficient port coal yard production scheduling system has become particularly important.Traditional systems often face problems of low efficiency and uneven resource allocation due to the lack of dynamic adjustment capability.To address these issues,this study employed mixed integer linear programming(MILP)and taboo search algorithm(TS),combined with system integration and advanced data processing techniques,significantly improving the response speed and accuracy of production scheduling decisions.