One engine, several applications.
The same engine runs in each. Machine health and structural health are open for pilots today, vision is in development, and the engine can go inside the devices others make. In every application, each machine, structure or camera view is a little different.
Industrial equipment
Predictive maintenance (PdM)
For plant and maintenance teams.
Infrastructure
Structural health & network monitoring (SHM)
For owners and operators of structures and networks.
Vision
Video and image analytics on site
For production quality teams and road operators.
Inside your devices
Engine licence
For makers of sensors, machines and devices.
The same engine, built into the product you already make.
Talk to us about a licence →INDUSTRIAL EQUIPMENT · Predictive maintenance (PdM) · PILOTS OPEN
For plant and maintenance teams.
Rotating machinery
Motors, pumps, fans, gearboxes and compressors.
THE CHALLENGE
Every machine runs a little differently. Labelled fault data is rare, and many sites have no reliable connection.
WHAT RAILMIND DOES
A node on each machine learns that machine’s normal behaviour on site and shows when it changes.
Edge Node · Edge Hub
Chemical plants
Pumps, agitators, compressors and cooling water.
THE CHALLENGE
Many rotating units, strict access, and every unit runs a little differently.
WHAT RAILMIND DOES
A node on each machine learns its own normal; a hub brings the site together.
Edge Node · Edge Hub
Plastics production lines
Extruders, injection moulding and conveyors.
THE CHALLENGE
Lines run around the clock, a stop is expensive, and quality is checked by eye or by camera.
WHAT RAILMIND DOES
Nodes sit on drives and gearboxes. The same hub can take the line’s inspection cameras (see quality inspection).
Edge Node · Edge Hub
INFRASTRUCTURE · Structural health & network monitoring (SHM) · PILOTS OPEN
For owners and operators of structures and networks.
Bridges and slopes
Girders, bearings, piers and monitored slopes.
THE CHALLENGE
Structures move with traffic, temperature and weather. Most of the time nothing is wrong, and sites are remote.
WHAT RAILMIND DOES
Each structure gets a model of its own normal response, so changes are read against its own history. A hub on the structure brings every node together in one place.
Edge Node · Edge Hub · Edge GTS
Road tunnels
Long, linear, hard-to-reach sites.
THE CHALLENGE
Equipment runs unattended and every visit means closing lanes.
WHAT RAILMIND DOES
Nodes inside the tunnel are wired to a hub at the portal, which brings them together.
Edge Node · Edge Hub
Urban drainage networks
Manholes at pipe junctions, where silt builds up and has to be cleared.
THE CHALLENGE
There are thousands of manholes. Desilting runs on a fixed calendar because no one can see inside every one.
WHAT RAILMIND DOES
A submersible sensor in the manhole connects to a node; the nodes in an area report to a hub; the hub feeds your monitoring platform — so desilting can be planned by need.
Edge Node · Edge Hub
VISION · Video and image analytics on site · IN DEVELOPMENT
For production quality teams and road operators.
Quality inspection on production lines
Inspection cameras over conveyors, extruders and packaging.
THE CHALLENGE
Every line, product and light setting looks a little different. Rules set up on one line rarely carry over, and examples of defects are scarce.
WHAT RAILMIND DOES
The cameras on a line plug into a hub, which learns what this line normally looks like and shows when it changes.
Edge Hub
Road and traffic video
Roadside and junction cameras.
THE CHALLENGE
Many cameras, each with a different view. Sending and storing all of the video is expensive.
WHAT RAILMIND DOES
A hub in a small cabinet under the cameras takes their feeds on site, so each camera’s scene is learned where it is.
Edge Hub · Edge GTS
Where we have worked
Settings we have worked in through data analysis, demonstrations or joint projects. Names are withheld.
Highway bridges
Girders, piers and bearings.
Road tunnels
Long tunnels on highways.
Slopes
Cut slopes along highways.
Foundation pits
Deep excavations for buildings.
Municipal drainage
Manholes and drainage networks.
Ports
Quay cranes and container terminals.
Road traffic video
Roadside and junction cameras.
Wind turbines
Turbines on wind farms.
Energy storage stations
Battery containers on grid-scale sites.
Data-centre cooling
Cooling units serving data halls.
Rotating machinery
Motors, pumps and fans.
Industrial robot arms
Robot cells on production lines.