Pipeline Flow Forecasting Enhancement
Budget: ₹1,500 – ₹12,500 INR
My project focuses on refining the existing model used for oil flow forecasting in pipelines. While the current model employs a weighted average technique, there's a need to reduce the forecasting error. Therefore, I'm looking for someone with:
- In-depth knowledge and experience with forecasting models such as ARIMA, SARIMA, Prophet, and LSTM.
- Track record of successful performance enhancement in forecasting models.
Your main task will be to
- Review and understand the existing baseline model.
- Identify shortcomings and avenues for improvement.
- Develop and implement solutions aimed at specific goal of reducing the forecasting error.
Ample experience and a strong understanding of forecasting models are essential, as the project calls for the ability to critically evaluate and refine existing structures.
Note: this is a simple forecasting model with relatively simple dataset. So I am looking for faster delivery
- In-depth knowledge and experience with forecasting models such as ARIMA, SARIMA, Prophet, and LSTM.
- Track record of successful performance enhancement in forecasting models.
Your main task will be to
- Review and understand the existing baseline model.
- Identify shortcomings and avenues for improvement.
- Develop and implement solutions aimed at specific goal of reducing the forecasting error.
Ample experience and a strong understanding of forecasting models are essential, as the project calls for the ability to critically evaluate and refine existing structures.
Note: this is a simple forecasting model with relatively simple dataset. So I am looking for faster delivery