Demand Prediction and Management (DPM) Solution
The DPM Solution is a software that leverages advanced AI/ML models to provide demand forecasts for the key resources of Critical Infrastructures in the water, energy, transportation and health sectors. The software specializes in making predictions during turbulent times, such as pandemics; the DPM identifies patterns, bottlenecks and root causes to optimize resource allocation. The solution features the following four independent modules, each of which is tailored with its own dashboard for specific use cases:
- Module for prediction of critical resources in health use cases (e.g. hospitals)
- Module for prediction of critical resources in water utilities use cases
- Module for prediction of critical resources in transport use cases
- Module for prediction of critical resources in energy use cases
Its customizable and flexible approach ensures that each sector receives precise, actionable insights to enhance operational efficiency and responsiveness.
Who will benefit?
The DPM Solution can be tailored to the specific needs of water supply operators, energy providers, transportation operators, and hospitals (both private and public).
What are the benefits?
- Improved demand forecasting during crises, including extreme events
- Enhanced resource allocation and operational efficiency, leading to cost savings
Use cases tested
The DPM Solution was piloted in health, energy, water and transport sectors in Spain, Italy, Slovenia and Serbia, to train a model that optimizes resource management during crises.
Testimonials
”The Demand Prediction and Management (DPM) Solution provides us with accurate consumption forecasts for extreme conditions and events which help us to dimension power system needs.”
– Radoš Čabarkapa, Senior Consultant (Energy Markets), Electricity Coordinating Center Ltd (EKC)
“The information obtained with the DPM solution is very useful for our institution because we can adjust staffing levels or purchase consumables in advance to be prepared for patient care. Even partial prediction, the information obtained with this SUNRISE tool helps us to make better decisions, rather than simply reacting after the fact. In pandemic situations, having a tool like this will allow us to act with precision and in advance to provide service and care to our patients. ”
– Isabel García Merino, Corporate Subdirector of Research and Innovation of Quironsalud & Carolina Gutiérrez Montero, Research Coordinator of Quironsalud
How to access it?
The DPM Solution could be offered as an umbrella service bundle, with each of its four modules available independently and featuring customized dashboards and models. The solution will be supported by an IT consultancy model for commercialization and integration.
Pilot
Click here for more information on our piloting of the DPM Solution.
About the organisation(s) leading the result
- SDQ
- XLAB
- UPM