<?xml version="1.0" encoding="UTF-8"?><ns2:project xmlns:ns1="http://gtr.rcuk.ac.uk/gtr/api" xmlns:ns2="http://gtr.rcuk.ac.uk/gtr/api/project" xmlns:ns3="http://gtr.rcuk.ac.uk/gtr/api/fund" xmlns:ns4="http://gtr.rcuk.ac.uk/gtr/api/person" xmlns:ns5="http://gtr.rcuk.ac.uk/gtr/api/project/outcome" xmlns:ns6="http://gtr.rcuk.ac.uk/gtr/api/organisation" ns1:created="2026-07-08T08:44:08Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/93C42C14-94B3-40A0-AED5-9ECD4BBB5171" ns1:id="93C42C14-94B3-40A0-AED5-9ECD4BBB5171"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/4ED6D1C6-27DB-4864-8488-995E793F7A93" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/DAD77344-77EC-4693-A168-64EC55C88657" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/DAD77344-77EC-4693-A168-64EC55C88657" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2013-10-31T00:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/9370A00D-01DC-4FC8-8CD1-E513687C0091" ns1:rel="FUND" ns1:start="2013-06-30T23:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">131412</ns2:identifier></ns2:identifiers><ns2:title>Business Model for Probe with On-Chip Processing</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Feasibility Studies</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>i3d robotics is developing a new probe to work at high-temperatures of up to 2000 degrees. It is targeting high-temperature manufacturing environments to make topographic measurements that will monitor surface deformation in furnaces. The two major innovations are the fusing of multi-source complex data and real-time on-chip processing (GPUs) of this data which will come from a number of sensors. The fusing of multi-source data and on-chip processing are key enabling technologies producing intelligent data. Increasing computer power makes this on-chip processing of complex data possible. Initially, this probe will fuse data from a stereo-camera and a lidar identifying corrosion or thinning of furnace linings.</ns2:abstractText></ns2:project>