ProjectsVue 3DjangoPaddlePaddleTCNLSTM
Windpower Forecast System
From turbine data to forecasting tasks and visual results.
The system
A wind-power forecasting website built around turbine management, a data workspace, a forecasting center, and operational statistics.
Forecasting workflow
Users manage turbine records, upload datasets, train prediction models, submit forecasting tasks, and inspect or download the results. The project combines TCN, LSTM, and MLP models using PaddlePaddle.
Implementation
The Vue 3 frontend presents data and task workflows, while the Django backend coordinates the application’s data and prediction services.
A closer look
