Abstract Accurate power load prediction is a crucial basis to ensure the balance of supply and demand. This paper provides modified variational modal decomposition (VMD) - long short-term memory (LSTM) algorithm, using genetic algorithm (GA) iteratively optimize number layers penalty factor parameters, VMD obtain components, fuse them with filtered features. Then reconstruction data obtained th...