End User
PPC
Description
This service employs advanced AI models to predict day ahead energy generation at hydropower plants with daily granularity. Utilizing a historical dataset spanning 2013-2023, encompassing generation and water level data from HDAM, the system forecasts future power output.
Core Capabilities
Predictive & Prescriptive Analytics
Business Need
This service addresses the critical need for accurate hydropower generation forecasts to overcome challenges such as inefficient water resource management, grid instability, suboptimal energy trading, and reactive maintenance planning; by providing reliable predictions, it enables optimized plant operations, improved grid integration, enhanced economic value, and sustainable water use.
Key Performance Indicators
Open-source weather datasets from openmeteo– API – unknown size – with documentation – per hour resolution
Latency (ms) – Time taken to return predictions after input (real-time readiness)
Data Provided
Historical generation and water level data – CSV – unknown size – with documentation – daily resolution
Open-source weather datasets from openmeteo– API – unknown size – with documentation – per hour resolution
TEF
TEF RES