多模自适应舰船电力负荷预测算法

A multi-mode adaptive load forecasting algorithms of warship

分析了舰船电力负荷预测的特殊性,给出舰船电力负荷预测的主要方法途径;提出适用于舰船电力负荷预测的多模自适应船舶电力负荷预测算法;并通过实验验证了多模自适应船舶电力负荷预测算法的准确性较高和泛化能力较强。

In this paper the specific characteristics of warship power load forecasting are analyzed, the main problems and approaches of warship power load forecasting are given, a multi-mode adaptive load forecasting algorithms of warship was proposed. Finally the simulation results shows that the multi-mode adaptive load forecasting algorithms can achieve high accuracy and high generalization capability, and the method is effective for war ship power load forecasting.