Using 5G Sensors in Barrhead (Glasgow City Region) to identify fuel poverty

Scott Steward & Bryan Dando, Barrhead Housing

Home - Barrhead Housing

The Sheltered Energy Sensors project is transforming how tenants in Barrhead Housing’s sheltered housing complex manage energy usage. 

Funded by the Department of Science Innovation and Technology (DSIT) as part of the 5GIR programme, GCR utilised circa £750,000 to develop an innovation scheme, ensuring rapid outcomes within an 8-month period across the 5G Glasgow City Region (GCR).  As part of the Smart and Connected Social Places Program, the Barrhead Housing innovation project aims to combat fuel poverty by providing real-time insights into energy consumption, heat loss, and environmental conditions.

5G-connected sensors help tenants in sheltered housing tackle fuel poverty, improving comfort, and shape a data-led approach to energy efficiency that can help them alter their behaviour, save money and monitor the environmental conditions in their home

What is the problem to be solved?

Tenants in sheltered housing schemes are particularly vulnerable to rising energy costs and poor living conditions, with little visibility over their energy usage or indoor environmental quality.  In Barrhead, 72% of housing stock is in the 20% most deprived areas in Scotland.  A COVID-19 impact study conducted by East Renfrewshire Council highlighted increased hardship in these communities, especially among older people.

Before the project, only 17% of tenants monitored their energy use, and just 4% felt unconcerned about energy costs.  Air quality, heat loss, and damp issues went largely unreported and unmanaged.
 

Barriers to technology adoption included:

  • Low levels of digital literacy among tenants
  • Limited access to smartphones or internet-enabled devices
  • Unfamiliarity with data dashboards and mobile apps

This case study is relevant to housing associations, local authority energy teams, and health & social care services looking to adopt connected technology that is practical, affordable, and scalable across social housing portfolios.

Sector operators and suppliers involved:

  • Barrhead Housing Association: Project lead, tenant engagement and welfare support
  • Aico: Supplier of 5G-enabled sensors, app, and training materials

MCN: Installation and tenant support provider


What is the solution to the problem?

Purpose - The Sheltered Energy project installed 236 smart 5G sensors across 50 homes, including 28 sheltered units.  These sensors monitor temperature, humidity, air quality (CO₂ levels), and energy usage in real-time.  Data is shared with tenants via a user-friendly mobile app and with housing staff via a secure dashboard.

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sensor

How the 5G Sensors work: https://youtu.be/eEMil7BF-Iw

Tenants received in-person help from Barrhead Housing staff and MCN engineers to download the app, navigate it, and understand their data.  Aico also produced a step-by-step guide and a video tutorial for ongoing support. Digital drop-in sessions were held on-site, where residents could explore how to interpret the sensor data and act on it.

Sensors use 5G connectivity for seamless, low-latency data transmission and are powered via mains connection for low-maintenance deployment.  The system provides tailored recommendations to tenants on how to reduce energy waste and improve air quality. Data insights also support Barrhead Housing’s long-term transition to net-zero carbon heating systems.

Example of real time data showing temperature in one of the Sheltered Properties:

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sensor

Technical solution highlights:

  • Secure 5G network with private connectivity options 
  • Real-time data dashboard and app integration
  • Mains-powered sensors requiring minimal upkeep [Confirm if battery backup included]

Data-driven decision-making for welfare and retrofit planning


Commercial model (Business Case)

The project demonstrates a scalable model with clear economic and operational benefits.  By providing tenants with real-time information, energy use behaviours changed almost immediately, helping to identify those who may experience fuel poverty, promote preventative maintenance from the housing association, and inform future asset investments.

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sensor

Financial returns and efficiencies:

  • Reduction in average energy bills through behaviour change
  • Prevention of damp-related repairs and mould remediation
  • Smarter allocation of retrofit budgets using live property data
  • Energy cost savings to the Tenant living in the property
  • Barrhead Staff will be able to identify at an early stage the conditions that can cause damp and mould, for instance, cold and humid properties and therefore intervene at an early stage and contact the tenant before the problems escalate

Conditions to realise savings:

  • Continued tenant engagement and use of app
  • Reliable long-term data collection and analysis
  • Buy-in from staff to act on sensor trends
  • Behavioural change from the tenant to optimise the environmental conditions in the home that is comfortable to them

Timescales to impact:

  • 3–6 months for behaviour-led savings
  • Since the project was a short-term (7 months end to end) innovation fund, further ongoing assessment will be able to understand realised benefits in 12-18 months.  This time frame will also be able to look at asset investment and decarbonisation impacts
  • Long term, although fuel poverty eradication is hampered heavily by record fuel costs

Procurement & investment considerations:

  • Funded through the Glasgow City Region 5G SCSP Innovation Fund (circa £60,000)
  • Ongoing partnership with Aico ensures 10-year support
  • Low upfront cost due to use of existing mobile infrastructure
  • Suitable for OPEX or phased investment rollout
  • Captial expenditure is upfront and a one off, the operation expenditure is change of roles of our Asset Officers and Customer service officers
  • Staff have informal training from ACIO to understand how to use the app and how to interpret and use the dashboard and the data it provides. 
  • Tenants are given the details on how to download the app, offered informal training on how to use the app, this includes 1-2-1 in person or on phone, or Digital Support Drop in in the Sheltered HousingThe cost for the homelink technology, including installation is approximately £850 - £1,300 (plus VAT) per property depending on the no. Of rooms to be monitored in the property     

Format: free text, with business case calculator tool if applicable, plus web links to external content (if required)


Benefits

Financial: (12 months data yet to be gathered, project ended March ‘25)

  • Reduction in tenant energy bills
  • Reduction in reactive maintenance costs

Social & Economic:

  • Tenants report increased control over energy use (91% say so post-project)
  • 70% of tenants would recommend the sensors to others
  • One-third of tenants now regularly attend digital drop-ins

Digital Inclusion:

  • 17% increase in tenants who now monitor energy usage
  • Positive digital upskilling through guided weekly drop in sessions

Health & Comfort:

  • Improved indoor air quality
  • Better regulation of home temperatures
  • Reduction in mould-related issues

Environmental:

  • Supports planning for net-zero heating
  • Identifies insulation and heating inefficiencies

Wider ecosystem benefits:

  • Provides a replicable model for housing providers
  • Demonstrates aggregated demand for advanced wireless tech
  • Encourages “learning by doing” across social housing sector

Quotes from residents

“I feel more in control of my energy use now.” – Sheltered Housing Tenant

“It’s great to know that the Barrhead Staff are also looking at the information we are getting, I trust them to get in touch with me if they see that there is anything wrong” Sheltered Housing Tenant

“It’s good to know I can click a button and see if my home is green and happy” Sheltered Housing Tenant


Lessons Learnt 

  • Do:
  • Invest time in tenant training and one-to-one digital support
  • Keep the app interface simple and easy to use
  • Create feedback loops through tenant surveys and check-ins
  • Ensure sensors are low-maintenance and reliable
  • Use trusted, experienced suppliers who understand housing needs
  • Don’t:
  • Assume tenants are digitally confident – adapt your training
  • Rely solely on written materials – use videos and in-person sessions
  • Overlook accessibility for tenants without smart devices
  • Underestimate time needed to gather meaningful data trends
  • Key Learnings:
  • Digital inclusion is central to success
  • Real-time data improves both tenant and provider decision-making
  • Combining sensors with welfare support services amplifies impact
  • Early engagement builds trust and interest