SciTransfer
OpenSwarm · Project

Energy-Efficient AI for Large-Scale Collaborative Wireless Sensor Networks

digitalTestedTRL 5

Imagine thousands of tiny sensors acting like a colony of ants, talking to each other to solve problems without needing a central brain. Instead of just sending raw data to a server, these sensors think and make decisions locally to save battery. This allows them to monitor huge areas for years without needing a battery change.

By the numbers
1,000
nodes per testbed
5
real-world proof-of-concept use cases
60%
industry partner ratio
The business problem

What needed solving

Current low-power wireless sensors are too simple, only sending raw data to servers. This wastes energy and creates bottlenecks, preventing real-time intelligent action at the edge.

The solution

What was built

An open-source software package called 'OpenSwarm' that enables collaborative AI and energy-aware programming for smart nodes.

Audience

Who needs this

Environmental monitoring agenciesIndustrial plant operatorsSmart city infrastructure developersRailway network managersRenewable energy cooperatives
Business applications

Who can put this to work

Renewable Energy
mid-size
Target: Community Energy Provider

If you are a community energy provider dealing with unstable local power grids — this project developed energy-aware smart nodes that optimize power distribution. This allows for more reliable renewable energy communities.

Industrial Manufacturing
enterprise
Target: Factory Safety Manager

If you are a factory safety manager dealing with hazardous production sites — this project developed a collaborative swarm system that monitors health and safety. It ensures real-time monitoring without expensive wiring.

Transport
enterprise
Target: Railway Operator

If you are a railway operator dealing with connectivity gaps on moving trains — this project developed moving networks that maintain communication. This improves data flow across the rail infrastructure.

Frequently asked

Quick answers

What is the cost or pricing for implementing OpenSwarm?

Based on available project data, no specific pricing or cost structures are mentioned; however, the results are consolidated in an open-source software package.

Can this system scale to thousands of devices?

Yes, the project has verified the technology on two testbeds consisting of 1,000 nodes each.

How is the intellectual property and licensing handled?

The project results are implemented in an open-source software package called 'OpenSwarm'.

When will the technology be fully available?

The project period runs from January 2023 to April 30, 2026.

How does it integrate with existing hardware?

Based on available project data, it focuses on low-power wireless technology and includes firmware management and RF technology advancements.

Consortium

Who built it

The consortium is heavily industry-driven with a 60% industry ratio, comprising 6 industrial partners and 1 SME. This strong commercial presence, combined with 2 universities and 2 research institutes across 7 countries, suggests a high focus on practical application and market viability rather than pure theory.

How to reach the team

Contact INRIA (France) for technical specifications on the OpenSwarm software package.

Next steps

Talk to the team behind this work.

Contact us to find a partner for your low-power AI deployment.