基于二维免疫的电网多场景资源并行分配算法

The parallel resource allocation algorithm for multiple scenarios in power grid based on two-dimensional immunity

在电网多场景资源分配过程中,由于无法选取有效信道,资源分配易产生冲突,因此分配响应时间较长。为此,提出基于二维免疫的电网多场景资源并行分配算法。构建并行分配时间二维免疫适应度函数,通过二维二进制编码,计算资源并行分配路径长度,选取基于二维免疫疫苗的分配信道,估计信道空闲程度,构建资源并行分配目标函数。设计资源并行分配流程,在限定分配信道下实现电网多场景资源并行分配。实验结果表明,该算法在“光储+”场景和“零碳+”场景下与实际资源分配信道一致,分配响应时间较短,当资源量达到最大为1200 bit时,响应时间仅为23 ms。

In the process of resource allocation in multiple scenarios of power grid,resource allocation conflicts occur due to the inability to select effective channels,resulting in a long response time.Therefore,the parallel allocation algorithm for multi scenario resources in the power grid based on two-dimensional immunity is proposed.Construct a parallel time-allocated two-dimensional immune fitness function,by using two-dimensional binary encoding,calculate the length of resource parallel allocation paths,select allocation channels based on two-dimensional immune vaccines,estimate the degree of channel idle,and construct resource parallel allocation objective functions.Design a parallel resource allocation process to achieve parallel resource allocation in multiple scenarios of the power grid under limited allocation channels.The experimental results show that the algorithm is consistent with the actual resource allocation channel in both the"optical storage+"and"zero carbon+"scenarios,with a short allocation response time.When the maximum resource amount reaches 1200 bit,the response time is only 23 ms.