MODEM – Models predictius i gestió de la demanda

The MODEM project develops and tests demand prediction and management models to be implemented in the utilities sector (electricity, gas and water provision infrastructures). The project, geared towards developing solutions aimed at prosumers, identifies behaviour patterns and processes consumption data to generate tailor-made service strategies.

As part of the MODEM project, new measurement technologies are implemented, along with artificial intelligence and machine learning techniques, to use existing resources in the most efficient way possible, thus guaranteeing a sustainable supply.

The scope of the project covers the development of grid balancing and loss control (energy, water, etc.) tools, non-technical loss detection and fraud identification, grid investment analysis and prioritisation applications, devices and algorithms combined with smart metering for consumption breakdown, Demand Response strategies and systems, and demand prediction applications.

MODEM is a project by RIS3CAT’s Utilities 4.0 Community, coordinated by Naturgy with participation from Eurecat and 9 other companies. The Community’s aim is to transform the utilities sector by identifying a set of tools and solutions that promote digitalisation towards the concept of Utilities 4.0 and to weave an industrial fabric through the development and application of these new solutions.

CS2AC took part in the first task where the use cases were defined, technological challenges were identified, technologies were selected and the technological plan was stablished. As a technological partner it develops algorithms for the demand forecast in short and long term, stablishes methodologies for the balance calculation and leak estimation both technical and non-technical.