Time-series forecasting
ProficientARIMA/ARIMAX and AutoML forecasting; vendor-model benchmarking.
Demand forecasting on retail sales history, and predictive models over years of industrial sensor data.
Projects using Time-series forecasting
- District-Heating Boiler Digital Twin2023Integrated a district-heating boiler digital twin with a Siemens S7 PLC (Modbus) and SCADA, and prepared years of sensor history for predictive models.
- Demand Forecasting PoC2020 – 2021Benchmarked an early vendor demand-forecasting model against ARIMA on ~600 GB of retail sales history.