The Context
Utilities must plan capacity on demand that is not always measured, integrate variable renewable generation and keep ageing assets in service. Load forecasting and system modeling provide a numerical basis for these decisions.
Typical Challenges
- Uncertain demand in new or poorly documented areas
- Integration of variable renewable generation
- Ageing network assets and rising maintenance costs
- Limited storage and flexibility
What Can Be Done
Performance Evaluation
Network assets are assessed to support capital planning and investment priorities.
Predictive Maintenance
Developing faults are detected, and maintenance is prioritized across several sites.
Production Optimization
Load is forecast and operating scenarios are tested, including the use of water systems as energy storage.
Experience
Previous projects include load forecasting for data-scarce regions, and the concept of virtual power and water plants.
Load forecasting · Virtual power and water plants · Off-grid optimization