<?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="2026-06-03T15:52:43Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/AE16AD16-CC29-4B01-8F44-1A2960E02768" ns1:id="AE16AD16-CC29-4B01-8F44-1A2960E02768"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/473B7C06-1657-4969-B850-B2EAB6CF5C6F" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/0859E3E0-1E3C-46FE-ACCF-FC1A6ABF7375" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/52ABBE84-9070-4547-B8FB-8DCD65CF119D" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/83862EB6-5CC8-4746-8EF4-3212A0289499" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/0D485E3F-3373-42BB-AED5-AE388B7C960F" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/2DE8D9FA-AA5B-4BC6-B944-0E2F95355B61" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/77E3BDCA-67CA-4F27-9201-F290A3866128" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/819D2412-1CD3-42DF-8E49-4DB3DB75CE74" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/37ABB423-BF58-4D75-AB2F-B26BFB6A5A6D" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/0859E3E0-1E3C-46FE-ACCF-FC1A6ABF7375" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2025-06-29T23:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/C69A6593-FFDD-4123-BD96-A0580D9CC0B4" ns1:rel="FUND" ns1:start="2023-06-30T23:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">10061209</ns2:identifier></ns2:identifiers><ns2:title>Digital_Lyo</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Collaborative R&amp;D</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>The number of biopharmaceutical injectable products continues to increase. Predictions are that 40 per cent of new molecular entities will require batch freeze-drying for stability. The freeze-drying process (lyophilization) removes water from sensitive or high-value products such as vaccines, biologics, antibiotics, to extend shelf-life without the need for refrigeration/cold-chain. Freeze-drying processes need to be sustainable and commercially viable. There is a need to accelerate batch throughput and build capacity to increase efficiency and enable timely response to unexpected demand (e.g. COVID-19). Shortening drying times reduces energy demands and emissions and improves efficiency so lowering end-product costs. This aligns with the Clean Growth Strategy.

A pharmaceutical product development programme involves optimisation of formulations and processes for product viability and consistency; but product quality issues are identified at the end of a long cycle and at this stage significant costs have already been incurred. In-situ rapid analytical monitoring, giving real-time automated data, will provide feedback on and enable control of the lengthy freeze-drying process. Such insight can enable shortening of development times, reduced repeat runs and product failure/loss, lessened environmental costs and bioburden and ultimately improved product quality and consistency.

Freeze-drying employs high-global warming potential (GWP) refrigerants (banned 2030) or liquid nitrogen (high energy use in manufacture) for cooling, and improving sustainability requires a fresh approach. Implementation of a continuous freeze-drying Peltier system would be capable of a step change reduction in emissions. Further, freeze-drying processes must be repurposed for the expected increase in personalised medicines and the smaller batch runs and 'just-in-time' production schedules that this involves.

By building a consortium encompassing diverse expertise in key areas we have identified multiplexed Process Analytical Technology (PAT) to provide the required rapid data for modelling the freeze-drying process. Such coupled PAT sensor technology will enable scrutiny and control of batch freeze-drying and enable future continuous freeze-drying processes. Anticipated CO2 savings are in the order of 700 tonnes per newly developed product, achieved by reduced development cycles and increased production efficiencies in the order of 1 per cent. This is equivalent to savings of CO2 emissions of 300 tonnes per year per freeze-dryer.

This innovative multiplexed approach offers insight potential for in-depth analysis of factors impacting batch manufacturing freeze-drying efficiency. It further affords the opportunity to enhance process understanding of the freezing and drying stages to de-risk the deployment of new continuous manufacturing techniques, and ultimately maximise their efficiency and sustainability.</ns2:abstractText></ns2:project>