Operational energy Archives | UKGBC /focus-areas/operational-energy/ The voice of our sustainable built environment Thu, 24 Apr 2025 14:37:08 +0000 en-GB hourly 1 /wp-content/uploads/2023/02/cropped-UKGBC-favicon-1.png Operational energy Archives | UKGBC /focus-areas/operational-energy/ 32 32 Platform to map and predict fuel poverty /resources/platform-to-map-and-predict-fuel-poc/ Thu, 24 Apr 2025 14:37:07 +0000 /?post_type=resource&p=64472 Platform that integrates cross-sector datasets with smart meter data to identify and predict fuel poverty.

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Problem Addressed

There were an estimated of households (3.17 million) in fuel poverty in England in 2023 according to the UK’s Annual Fuel Poverty Statistics Report. Fuel poverty results in homes being too cold, with occupants facing unnecessary hardship and shocking levels of premature mortality.

Solution Overview

uZero is a platform that maps and predicts fuel poverty by integrating cross-sector datasets with anonymised real-time smart meter data. It provides local authorities, housing associations, energy providers, and social care providers with a method for targeting solutions that will enhance wellbeing of occupants while saving energy and reducing emissions. To help these organisations identify the areas most at risk of fuel poverty, the platform provides both satellite maps and street views of local data along with probability results displayed via heatmaps. The platform is easy to navigate and utilises custom layers and filters which can also be exported as APIs for integration with third-party systems.

Using AI and machine learning, uZero can predict the carbon saving potential along with the cost of remediation in targeted areas. Organisations which provide targeted support can be more efficient and act sooner using the insights provided by uZero to identify the most at-risk households, including “hidden pockets” which may otherwise escape detection as at risk of fuel poverty such as more rural homes, elderly residents, and householders who do not speak English as their first language. This ensures a higher return on investment for energy-efficiency campaigns and other support services. uZero can also provide ‘before and after’ comparisons to help organisations better understand the success of the programmes they run.

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Case Study

As part of the 2020 Green Homes Grant, UKRI held the Modernising Energy Data Access (MEDA) project competition to look for projects which addressed challenges with delivering net-zero homes in the UK. UrbanTide was one of the winners of the UKRI’s MEDA competition and are utilising uZero to provide intelligence on fuel poverty risk identification and can identify areas which would most benefit from energy efficiency improvement measures.

Facts and Figures

>1 billion
6-12 month
API

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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In-Use Building Data Analysis Tool /resources/in-use-building-data-analysis-tool/ Mon, 14 Apr 2025 16:08:47 +0000 /?post_type=resource&p=64398 Platform to organise, visualise and interrogate a wide variety of building energy data

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Problem Addressed

Buildings never perform as efficiently in operation as their design intends. However, making sense of the vast amounts of operational data now available in most buildings to improve in-use energy and carbon performance is extremely challenging.

Engineers often have to navigate multiple disparate systems and data sources, encompassing different building and energy management systems, utility portals, IoT sensors and historic files. Typically, this has been a labour-intensive process, requiring multiple spreadsheets and significant manual effort to gather, organise, manage, and interrogate operational building data in a meaningful way. This fragmented approach has further limited opportunities for cross data set interrogation, meaning key operational improvements and savings opportunities may go undetected.

With increasing emphasis being placed on in-use performance optimisation, through reporting frameworks and certifications such as NABERS, teams need as complete and accurate a picture of their building data as possible. They also need tools to help ensure that systems have been set up and commissioned properly, to limit performance gap issues.

Finally, the utilisation of calibrated energy models to enable more reliable assessment of potential operational improvements or retrofit upgrades in existing buildings requires tools capable of generating accurate building energy demand profiles, based on real operational data. These are all areas in which iSCAN can support.

Solution Overview

is a data analytics platform that enables building engineers to analyse in-use building data and reduce the performance gap. It centralises any time-series data from different building and energy management systems, utility portals, IoT sensors and historic files, alongside simulated data from other tools within the IES technology suite. Users can organise, visualise and interrogate this data within iSCAN to gain engineering grade insights on a building’s operation and identify areas to improve in-use building performance.

iSCAN prevents the need for traditional building data interrogation techniques, using multiple spreadsheets, to reduce how long it takes to gather, organise, manage, and analyse operational building data. Users can store multiple data sets in one location and make direct connections to BMS and IoT sensors to more easily discover insights through cross data set interrogation, and handle all of their historic, live and simulated data in one place.

Simulated data from other IES tools, including the , and , can be imported into iSCAN for analysis and comparison against actual building use data, or real building energy demand profiles can be exported to create calibrated energy models, in line with industry methodologies, such as CIBSE TM63. This can help to support more accurate and reliable performance predictions for retrofit or existing building projects, as well as enable the pursuit of in-use performance certifications and standards, such as NABERS, to close the performance gap.

Users of the platform can also create a bank of data from existing projects, which can in turn be used in future energy modelling projects within the VE for similar building types, to ensure calculations are based on more representative operational building energy profiles.

iSCAN can also be used to deliver enhanced operational building services including in-use performance evaluations, measurement and verification (M&V) and advanced commissioning services, including seasonal, LEED and monitoring-based (MBCx). It can also be used to deliver regular reports to clients, including out of hours use, alarms and alerts.

Case Study

iSCAN was used to facilitate data monitoring and analysis at Glasgow’s iconic Riverside Museum, after it was identified that the building was not performing optimally against other properties and energy management KPIs across the Glasgow Life portfolio.

IES set up a utility data (AMR) and building management system (BMS) data acquisition framework, and through the iSCAN platform were able to gather and analyse this data to provide visibility on major areas of energy use and track consumption trends across the museum, including any seasonal variations.

Initial investigation of the data brought to light a number of major consumers; one being the HVAC system which accounted for the majority of electrical energy consumption on site. The Air Handling Units (AHUs) serving the main exhibition space were a major factor in this, accounting for 36.5% of total electricity use, and the Chillers accounted for a further 10.8%. The Tall Ship, Glenlee, was also identified as an unexpected major consumer, drawing 10.8% of total electricity.

iSCAN enabled the museum to identify a series of energy saving interventions across the site, most of which were operational changes costing little or nothing to implement. Measures included rectifying inconsistencies in chiller operation, realigning set points, and fixing problems with the AHUs including unnecessary overnight operation.

Through this project, iSCAN delivered:

  • 26% gas savings
  • 18% electricity savings
  • £53.2k cost savings (over the project year)

Through ongoing monitoring, it is expected that these savings will be retained year-on-year.

Facts and Figures

26 %
6-12 month
Effective

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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Cloud-based platform to bridge the performance gap between design and operation /resources/cloud-based-platform-to-bridge-the-performance-gap-between-design-and-operation/ Mon, 14 Apr 2025 15:14:55 +0000 /?post_type=resource&p=64394 Tool which transfers design energy models into Digital Twins to optimise operational performance over a building’s lifetime

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Problem Addressed

With 80% of the 2050 building stock already standing, one of the greatest challenges in the race to decarbonise is understanding how we can get our existing buildings to net-zero. Building owners and operators increasingly require support from AECO consultants to deliver retrofit, net-zero auditing/planning and operational optimisation services to help improve the performance of their existing buildings, define decarbonisation pathways and verify the impact of any measures implemented. However, to ensure these initiatives are successful, they need solutions that are investment and business case ready, based on accurate predictions and data they can trust.

Increasingly, there is also a need to ensure that building performance is locked in across the whole building lifecycle, to avoid the ‘performance gap’ between design intent and operation and help deliver the energy, cost and carbon reductions that many AECO clients want to see. There is also a need for solutions that can help balance the trade-offs between energy, carbon and cost reductions, against the comfort and wellbeing requirements of building occupants.

These challenges are exacerbated by the innate complexity of buildings, which are all essentially unique, with key performance impact factors that change daily and numerous complex interdependencies. IES Live provides a solution to help navigate all of these complex challenges, leveraging the value of energy modelling predictions and near real-time data, within a single intuitive platform.

Solution Overview

IES Live is a cloud-based platform, designed to be delivered by engineering consultants as part of a whole-life building performance approach. It allows for better handover and ongoing management of buildings, focused on improving energy/carbon evaluation and performance, and better enables building performance consultants to deliver operational performance services. Building sustainability, energy and facilities teams can also use the tool to take control of their building’s operation and deliver healthy, comfortable spaces.

IES Live connects near real-time operational building data with daily simulations from IES Digital Twins hosted online. The platform delivers a single pane view across key data, highlighting when the building moves away from optimal performance as predicted by physics-based simulations, and delivering daily insights on the cost, comfort and carbon impacts of customised operational improvement strategies, identified by the consultant and displayed through intuitive front-end dashboards.

Near real-time energy/carbon emission performance data from utility meters, BMS and IOT sensors are displayed against a predicted ‘ideal’ energy benchmark and, if available, occupancy data. The performance of implemented retrofits can also be tracked, to verify expected savings. Meanwhile, information on how spaces are performing against indoor air quality metrics (CO2 levels, temperature, humidity) are also included.

The Digital Twin that powers IES Live is created from an IESVE energy model, which is used within many global energy compliance routes. Once upgraded and calibrated as per CIBSE’s TM63 operational performance framework, using in-use operational building data, these digital twins respond and behave like the real building. Engineering consultants will likely have already delivered such models through a current/previous consulting project, therefore IES Live allows them to maximise the value of these existing energy models to bridge the performance gap. With IES Live they can deliver client-side sustainability and facilities/energy management teams with a tool to keep their building on track day-to-day, minimising the operational drift that can take new or newly improved buildings away from running optimally.

Case Study

The University of Liverpool’s Foundation Building was the first project to use the IES Live energy and carbon management platform to verify the impact of a recent HVAC refurbishment and optimise its energy and carbon performance.

Having initially used an IESVE energy model, calibrated with historic monthly measured data to test the impact of different refurbishment scenarios, prior to implementation, IES Live enabled the university to connect live data from their BMS, energy meters and sensors to a performance digital twin following the refurbishment, to provide the facilities management team with a single pane view of operational performance metrics via the cloud.

Over an initial 9-month period, following the refurbishment, the project verified:

  • 23% energy savings
  • £25k operational cost savings

These savings continue to increase over time.

The university’s facilities management team is continuing to use IES Live to monitor and improve the building’s performance, as well as identify and plan further interventions to help move towards decarbonisation. Benchmarking against the simulated baseline, they can track performance and gain improvement insights for energy, carbon, and comfort, while continuing to measure and verify the ongoing impact of the HVAC refurbishment. IES Live is also helping to prevent operational drift on the building, by ensuring any issues are flagged and can be fixed before they begin to have an impact.

The University is now implementing IES Live on three more buildings across the campus.

Facts and Figures

20-35 %
6-12 month
Addresses

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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Fully wired digital building control /resources/fully-wired-digital-building-control/ Mon, 07 Apr 2025 15:45:46 +0000 /?post_type=resource&p=64225 Whole building, fully wired "digital by default" control system.

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Problem Addressed

With building operations responsible for of final energy consumption globally, reducing the energy use of buildings is imperative to reach Net Zero targets. Effective integrated building controls provide a method for automating building systems to ensure systems are only operating when necessary.

Solution Overview

Velbus® is a whole building, fully wired “digital by default” control system combining lighting, cooling, heating, window blinds and more into a common control solution via one low voltage 4-core control cable. By providing building occupants (commercial and domestic) with a single point of control and the power of simple timers and thermostats, they can easily reduce their day-to-day energy consumption. Integrating any form of energy generation into a Velbus® system further expands the savings due to automation. For example, when the system is aware of the level of generation vs grid consumption, circuits can automatically be enabled / disabled.

Alongside reductions in energy consumption, Velbus® also uses less copper than a traditional solution and can be deployed faster, reducing build costs, and it is highly adaptable.

The solution is capable of running without any form of internet connection or central processor. The optional user interface and logic engine can deliver advanced levels of control to occupants and property managers. By using the CANbus communication method, the Velbus® modules can function independently of the rest of the network, ensuring the most robust performance.

Energy reductions can easily be measured by comparing the actual consumption with all timers enabled against allowing the final loads to run 24/7 until a user manually switches them off. For commissioning, it would be possible to log 24/7 usage with one configuration, then swap to a more energy aggressive configuration. This enables designers and commissioning engineers to deliver not just a theoretical comparison but real-world data from the different configurations.

Velbus® is a simple solution which has been utilised for over 20 years, while still supporting day one hardware in their latest software. Compared to a classically wired system, the cost of a Velbus® system is equal. The system is also suitable for any project where robust and reliable lighting and heating controls are required.

Case Study

The Belgian manufacturing company Cadcamatic elected to use the Velbus® system for their buildings.

“We chose to use Velbus to control all indoor and outdoor lighting in our new commercial building, offices and workplace. At Cadcamatic, certain lighting circuits are equipped with the DALI interface, and it works perfectly. It is striking that the control panels are so easy to use. No more endless fiddling with a myriad of traditional push buttons. The simple configuration of the system allowed us to install everything ourselves. The only time we needed support, Velbus’s technical department helped us quickly. A nice piece of Belgian technology… Highly recommended!”

  • Alex Rogiers, managing director Cadcamatic

Facts and Figures

Millions
1000 +
Up to 50 %

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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Digital twin and building analytics platform /resources/digital-twin-and-building-analytics-platform/ Thu, 06 Feb 2025 17:01:55 +0000 /?post_type=resource&p=63514 Real time monitoring and analytics of environmental parameters and carbon emissions for an asset or portfolio.

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Problem Addressed

One of the major sustainability challenges faced by real estate portfolios is high energy costs and inefficient energy usage, which can have a negative impact on both the environment and operational expenses. Additionally, the lack of actionable energy data makes it difficult for real estate professionals to identify areas of high energy consumption within their assets. Without the ability to track and manage carbon emissions and sustainability metrics across multiple assets, real estate professionals can struggle to validate progress toward their sustainability goals.

Solution Overview

Para is a digital twin and building analytics platform that helps to make assets more energy-efficient, cost-effective, and sustainable. By providing real-time monitoring of environmental parameters and carbon emissions at the equipment level, floor level, and by functional area, Para offers a detailed and actionable understanding of a facility’s environmental impact. Their sustainability tool is a comprehensive solution for assessing energy use, managing sustainability initiatives, and reporting on progress. It enables users to understand the contribution of each functional space to total Greenhouse Gas emissions and identify areas that do not meet sustainability targets. Additionally, Para can measure progress toward achieving certification compliance with key industry standards such as LEED O+M, WELL, EDGE Buildings, and more.

Regarding sustainability and energy, Para is able to help clients:

  • Track and visualise carbon emissions with a detailed breakdown by floor, zone, system type, and asset.
  • Categorise emissions into Scope 1, Scope 2, and Scope 3
  • Monitor Greenhouse Gas Usage Intensity (GHGUI).
  • Identify areas for improvement by providing real-time recommendations for sustainability and energy performance optimisation
  • Develop tailored implementation plans by generating customised scenarios.
  • Save up to 28% in energy savings
  • Boost occupant wellbeing by optimising building performance without compromising indoor air quality and user comfort
  • Assess progress towards sustainability goals such as LEED O+M and Net Zero
  • Monitor energy and resource conservation strategies
  • Score facility efficiency
  • Benchmark a building’s emissions
  • Generate reports on environmental metrics

The platform has five key modules which can be deployed across a real estate portfolio: Portfolio Management, Asset Management, Energy Intelligence, Occupant Wellbeing and Sustainability Management.

Case Study

Para was deployed at a 47,000 m2 office building in Cairo Smart Village, Egypt, to reduce energy consumption and achieve sustainability compliance. The deployment included key modules for energy intelligence, asset management, sustainability, and occupant wellbeing.

The client faced several challenges: inefficient operations leading to energy waste, siloed data systems, an inability to track compliance with established sustainability goals, difficulty obtaining and accessing asset information, and poor indoor air quality.

Key features implemented included:

Energy Intelligence: Para extracted energy reports and cross-checked utility bills, provided virtual metering for HVAC consumption, established an energy information system aligned with ISO 50001, and enabled real-time occupancy-driven energy optimization.

Asset Management: Predictive maintenance through fault detection and diagnostics was employed, and a BIM-based central asset data repository (common data environment) was created.

Sustainability: Para managed and monitored carbon emissions segmented across Scopes 1, 2, and 3, enabled compliance tracking, and streamlined environmental reporting processes and emissions management.

Occupant Wellbeing: Environmental comfort metrics such as air quality, temperature, and noise were tracked, and smart alarms were generated in line with industry standards.

The deployment resulted in significant improvements: a 28% total energy savings, a 9/10 occupant comfort score (LEED O+M), a 6% increase in PV general output, and a 5% additional avoidable cost identified by fault detection and diagnostics. These results demonstrated clear energy savings, the ability to benchmark and set sustainability goals, and an improvement in occupant wellbeing through the tracking and monitoring of indoor climate and air quality.

Facts and Figures

Up to 28 %
Track

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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Collated guidance for reducing carbon in buildings /resources/collated-guidance-for-reducing-carbon-in-buildings/ Wed, 29 Jan 2025 15:22:41 +0000 /?post_type=resource&p=63335 Free online resource providing access to over 1000 international and regional guidance and resources for managing carbon reduction in buildings mapped against project stage.

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Problem Addressed

The decarbonisation of our buildings and cities is a priority, but planning this through the building life cycle is complex with an overwhelming range of reports, documents and guidance available. The responsibility of decarbonisation of our buildings and understanding whole life carbon is equally complex, and clients, investors, project teams and the supply chain need a way to effectively come together to identify and manage actions across building stages and different sectors for a better outcome focused workflow.

Solution Overview

Minoro is a free online resource providing access to over 1000 guidance and resources for managing carbon reduction in buildings – the first time this information has been collated and centralised. Developed by Grimshaw in collaboration with over 20 supporting organisations including,,, theand several national Green Building Councils from across the globe, Minoro, links the resources to a series of actions that will decarbonise new and existing buildings.

By collating the bestinternational and regionalresources and guidance in one place, Minoro makes navigating and delivering carbon reductionmore achievable.Adopting the actions set out in the platform will help to unlock opportunities and outcomes and provides a stepwise approach: a carbon management toolkit is also available for download to support live projects.

Curated by experts from across the built environment and construction value chain, the platform is designed to help and be accessed by asset owners, investors, design teams, consultants, contractors, and building operators. The information is organised into different actions which can be sorted by region (including the UK, EU, and seven other countries with more including Ireland to be added), by project stage (from pre-design to end-of-life), or by core activity or stakeholder. The content is regularly updated ensuring that the most relevant guidance is available and feedback for improvement or input is welcomed through the platform.

Case Study

The new civil engineering building for the University of Cambridge is a world-class research space, and home to the Department of Engineering’s civil engineering division and the newly established National Research Facility for Infrastructure. The building is the first phase of the Grimshaw-designed new engineering campus which, when complete, will consolidate the entire department into a single site, providing 100,000 sqm of research, teaching and collaboration space.

The guidance and stepwise approach provided by Minoro was instrumental in enabling the comprehensive sustainability outcomes of the Engineering Building across RIBA stages 0–7, from definition to in-use. The team leveraged the guidance within the Minoro platform which, organised across the RIBA stages for this UK project, created a team comprising the University, Grimshaw, Max Fordham, Smith & Wallwork, Turkington Martin, and Montressor LLP— that was linked by the shared objectives for the building.

The Minoro activities and guidance included:

Minoro Stage + GuidanceStrategies + Outcomes
Leadership & Governance
Minoro Stage 0-01 and 0-03
Anenergy group was established during the project’s briefing stage to governdecision-makingin relation tothe energy and carbon performance of different materials and systems.
During design development, the team identified operational and embodied carbon hotspots, informed by actions 2-05 and 2-10. This analysis led to significant carbon reductions.

When considered alongside the guidance provided in actions 2-02 and 3-02 around evaluating and refining the environmental strategies and systems deployed, the project was able to carry out the following.
Optimise In-Use Energy
Minoro Stage 2-02, 2-04 and 2-05
Integrated zero-combustion technologies, installed on-site renewables and adopted a ground source heat pump array to achieve a 66% reduction in annual energy use against the university’s baseline for labs. The building was operationally net-zero carbon-ready upon completion.
Optimise Embodied Carbon
Minoro Stage 2-08, 2-09, 2-10
Achieved a 50% reduction in embodied carbon of the cement used to form the sub-structure.
Procurement
Minoro Stage 8-01
Circular design principles adopted, enabling 90% of the steel frame used to be recoverable at end-of-life.
Measure & Manage
Minoro Stage 1-05, 2-11
To optimise whole-life energy and carbon while maintaining cost efficiency, the project adopted the Energy Cost Metric, a comparative analysis tool developed in collaboration with the university’s engineers.
Monitor, Report & Verify
Minoro Stage 2-06, 5-04
An extended two-year commissioning and handover phase facilitated through the adoption of the UK governments soft landings framework.

Facts and Figures

Free
1000 +
Multiple

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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Energy Monitoring Platforms for Commercial Buildings /resources/energy-monitoring-platforms-for-commercial-buildings/ Wed, 15 Jan 2025 09:17:26 +0000 /?post_type=resource&p=62718 Solutions providing energy monitoring dashboards to help commercial building users understand the performance of their buildings

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Problem Addressed

The energy required to heat, cool, and power our buildings is responsible for 19% of the UK’s carbon footprint. To make informed decisions about how we can best reduce a building’s operational emissions, we need to better understand the energy consumption of our existing buildings, in order to make management and optimisation easier. This can help drive down energy consumption, reduce cost and increase comfort.

Solution Overview

Various platforms exist which provide energy monitoring dashboards so users can understand the performance of their buildings and identify areas of inefficiency and opportunities for improvement. These platforms can also often enable data driven maintenance and enable teams to more easily collaborate.

The platforms will take data from a variety of sources, including HVAC systems, utility bills, meters, submeters, and data from sensors (looking at temperature, C02, air quality, humidity and occupancy). When insights from these solutions are acted on it can save approximately 10 – 30% of energy consumption, although this and the return on investment is very dependent on the building.

The table below includes information about many of the solutions in this area with information provided by the solution provider. Please click on the company names to see more information about each solution.

Company nameMetrikusGrid EdgeParaDeepki
Solution overviewHelps real estate owners, facility managers and occupants understand and optimise their building’s energy usage so that steps can be taken to improve efficiency and reduce their carbon footprintUses AI to help commercial buildings advance towards their net-zero goals by reducing the amount of carbon being released through inefficient energy use. Uses a customer’s building data to automatically flex when, what, and how much energy a building usesDigital Twin enabled solution that delivers a complete view across operational building performance from historic and current data to simulated baselines and future scenariosOffers expert-driven, certified, and scalable solutions with advanced analytics, leveraging 66 years of experience from building services engineers, architects, dataCentralises ESG data, strategy and operations in one place so users can act on carbon, climate risk, and finance
Building typeOffice buildings, retail buildings, warehouses, data centers, hospitals, educational buildings, and moreCommercial, Office buildings, retail, and educationLarge complex buildings or portfolio including: commercial real estate, manufacturing & industry, healthcare, education, local government, airports, data centresCommercial, healthcare, education, aviation/airportsRetail, logistics, office, public, healthcare, residential
Building data includedTemperature data from sensors, air quality data from sensors, humidity data from sensors, CO2 data from sensors, occupancy data, BMS data, meter/submeters, utility billsTemperature data from sensors, air quality from sensors, humidity data from sensors, CO2 data from sensors, BMS data, meter/submeters, utility bills, variable electricity price data, grid constraint data, grid carbon intensity dataTemperature data from sensors, air quality data from sensors, humidity data from sensors, CO2 data from sensors, occupancy data, BMS data, meter/submeters, weather data, utility bills, energy simulation dataTemperature data from sensors, air quality data from sensors, humidity data from sensors, CO2 data from sensors, occupancy data, BMS data, meter/submeters, weather data, utility billsTemperature data from sensors, air quality data from sensors, humidity data from sensors, CO2 data from sensors, occupancy data, BMS data, meter/submeters, weather data, utility bills
OutputReal time dashboard with energy insights, identifying inefficiencies, recommending solutions/actions, portfolio level reporting, API/integration to other platforms, benchmarkingReal time dashboard with energy insights, identifying inefficiencies, recommending solutions/actions, portfolio level reporting, track initiatives over time, consumption reports, actions taken reports, tracking of comments for alignment behind actionsReal time dashboard with energy insights, identifying inefficiencies, recommending solutions/actions, track initiatives over time, benchmarking, retrofit assessments & decarbonisation planningReal time dashboard with energy insights, identifying inefficiencies, recommending solutions/actions, assigning actions to different people, portfolio level reporting, track initiatives over time, API/integration to other platforms, benchmarkingReal time dashboard with energy insights, identifying inefficiencies, recommending solutions/actions, assigning actions to different people, portfolio level reporting, track initiatives over time, API/integration to other platforms, benchmarking, data quality check, estimations, pathway, regulatory & voluntary reporting (SFDR, taxonomy, GRESB…), costs & savings estimation
Business modelSaaS subscription with three key tiers: essential, enterprise and enterprise plusMonthly fee per site depending on modules activatedAnnual subscription per buildingImplementation Fee and Annual Subscription Fee (this includes licensing, hosting, support & maintenance)Annual subscription + set up fees
Other metricsWater usageComfort, solar, limited integration with some EV backendsIndoor environmental quality (IEQ) conditions such as temperature, humidity and CO2 levelsWater usageWater usage, embodied carbon social value, biodiversity
Other services offeredOccupancy monitoring, indoor air quality monitoring, API for all building data<1hr onboarding for electricity consumption data, carbon load shifting opportunitiesNo additional informationSmart city & smart buildings, consulting, buildings technology advisory, multidisciplinary engineering design,
Cybersecurity,
AI/ML services,
entreprise asset management,
data analytics
Complete suite of services including platform set-up, customer success and consulting services as well as process implementation & rituals
HardwarePartner with a range of hardware providers and give impartial recommendations based on a customer’s requirementsWork with what is in the building and support new IoT and BMS hardwareNo formal partnershipsPara is a software solution; hardware is not applicable and shall be procured separatelyCollaborates with a diverse range of partners offering various hardware solutions including energy management systems, building management systems, smart metering, and more. Partners are selected based on their regional presence, existing tech, and integration capabilities
Stage of developmentImplemented in over 100 buildings around the world100+ buildings deployed, fully commercialCommercially availableEstablished solution already deployed across multiple buildingsAlready used by 500+ customers over the past 10 years. 1.7M+ assets in Deepki database. 50,000 platform users

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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Autonomous control of HVAC /resources/autonomous-control-of-hvac/ Wed, 15 Jan 2025 09:16:35 +0000 /?post_type=resource&p=62693 Solutions using a range of data sets to automatically adjust building HVAC in real time based on changing environmental conditions

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Problem Addressed

The energy required to heat, cool, and power our buildings is responsible for 19% of the UK’s carbon footprint. With UKGBC’s Whole Life Carbon Roadmap targeting a 49% reduction in non-domestic energy intensity by 2040, optimising the energy use of existing commercial buildings is an important strategy to reduce emissions. HVAC systems are responsible for a significant portion of the energy consumption in commercial buildings, but often operate inefficiently and lack optimisation leading to unnecessary thermal and electrical energy consumption. This also impacts the maintenance factor and operating conditions of HVAC systems, resulting in shorter predicted lifespans and operational efficacy. This lack of optimisation can also lead to issues with occupant thermal comfort, indoor air quality, building fabric protection and health and well-being.

Solution Overview

Various solutions exist which automatically adjust HVAC in real time based on changing environmental conditions. They take into account different data sets, including weather data, site energy behaviour, utility tariff structure, etc. Using this information, they make adjustments to different equipment resulting in up to 40% savings (depending on the building).

Many of these platforms also enable demand response to reduce peak demand on the grid when energy is dirtiest and most expensive.

Another benefit is also the prolonged life of the HVAC equipment itself due to reducing required runtime, which has financial and embodied carbon savings.

The table below includes information about many of the solutions in this area with information provided by the solution provider. Please click on the company names to see more information about each solution.

Company nameSolution overviewBuilding typeInput DataLoad ShiftingBuilding systems controlledPricing modelStage of development
BrainBox AICore HVAC solution uses advanced AI algorithms to make buildings smarter greener, and more efficient.
(1) 4-connectivity methods: cloud connected thermostats, Niagara Framework, Cloud to cloud integration, and BACnet
(2) AI-ready energy management system (EMS) optimises HVAC energy consumption via HVAC scheduling and setpoint management
(3) ARIA – genAI virtual building assistant, leverages diverse data sources to generate the most impactful insights for building management
Industrial, office, retail, social infrastructureBMS, weather data, utility tariff structures, occupancy data, grid emissions ratesYesHVACMonthly feeSolution found in 14,900 buildings in over 20 countries
Elyos EnergyConnects to the BMS via an edge device and do two types of optimisation:
(1) ‘Read only’: anomaly detection and sends automated alerts to instruct the building manager to make changes.
(2) ‘Read and write’:takes control of the scheduling and can turn the ventilation system on and off at the optimal time each day given the weather and occupancy conditions
Offices, hotels, shopping centres, universities, leisure centres, schools, data centres, government buildings, warehousesBMS, weather data, occupancy and site energy behaviourYesHVAC and all distributed energy resources including EVs, solar and smart thermostatsMonthly feeBeing used in over 400 buildings
Hank (by JLL)Works by keeping the original BMS hardware but utilising all necessary physical inputs and outputs and integrates them into the Hank infostructure.
(1) Use cloud-based AI (bespoke ML technologies) and bespoke digital twins to provide extra control, control forecasting, intelligent alarms and long-term data monitoring and storage, retrievable via the Hank UI.
(2) Provide client oversight, control, setpoint adjustment and scheduling through a web-based user interface (HANK UI).
(3) Local equipment (Hank Edge device) is installed which provides everything needed during any external network outages/interruptions, allowing equipment to continue to function 24/7.
(4) Full support team of HVAC/BMS engineers working 24/7 that can instantly advise, adjust and control equipment over a phone call or via email
Office, retail, industrial, new build, refurbishmentBMS, weather data, occupancy and predefined optimisation strategiesNo informationHVACOne off set up fee and monthly fee, guaranteed energy savings will always exceed subscription costNo information
Optimise AIMinimises energy consumption and carbon emissions via patented digital twin technology.
(1) Provides actionable insights and control for buildings that only have a meter, through to those that are highly instrumented.
(2) Autonomously controls HVAC systems via meter/sensor data coupled with building physics models and AI trained operational data models
Airports, Offices, Manufacturing, University Campuses, Hotel, Rail, Retail, Leisure facilitiesMeter readings, with greater insights available with data such as occupancy, temperature, CO2, Energy Tariffs etcYesHVAC, Lighting, Machinery, Industrial Processes, Renewable Energy Optimisation, Water, Air Quality OptimisationFree building energy MOT, with premium services. Plus ability to upgrade to full digital twin (monthly SaaS)Piloting with clients such as Network Rail, Luton Airport, Scot Rail, Exchange Quay, University of Wales
sA remote and safe connection (no additional hardware needed) with BMS enables R8tech AI-based SaaS to read, monitor, analyse, calculate and write back new settings to HVAC systems (every 15 minutes if needed) to ensure the required indoor climate with minimum costs. All the external factors with an impact are taken into account as well for a higher proactivity level. Also – always the clients have a right to act with a higher priority if they like.
Diagnostics algorithms detect technical faults and anomalies and turn these to actual tasks and monitored by AI during the maintenance process. This gives a novel transparency about building’s technical systems health and increases technical management efficiency and system lifecycle remarkably
Hotels, office, residential, retail, social infrastructureBMS, weather data, occupancy, and energy market pricesYesHVACMonthly fee or outright purchaseIn use by 40,000,000sf of CRE in 23 countries across Europe + Japan (as of 01.01.25)
nSpecialises in creating calibrated Digital Twins—real-time virtual replicas of buildings that centralise operational data to drive significant energy efficiency improvements and carbon reduction. Built on the EnergyPlus™ model, these Digital Twins establish precise energy baselines, serving as foundational tools for performance management and optimisation. By democratising access to this technology, re:sustain
enables property owners and stakeholders to adopt powerful decarbonisation solutions quickly and effectively, shifting the paradigm by remotely optimising assets through existing controls—without the need for CAPEX. This approach extends asset life and mitigates stranding risks by up to 10 years. Their models also facilitate long-term CAPEX planning, offering tailored and scalable decarbonisation strategies for both individual buildings and entire portfolios
Office, Industrial, Retail, Hotels, Higher EducationWeather data, carbon data, BMS, utility, ML modelled data, process data, & property dataYes, optional offeringAll BMS controlled systemsSaaS model – one off set-up fee and annual recurring fee thereafterMature platform with scaling client base across core market (UK & EU) with average energy savings at 34% in the first twelve months of adoption
LightFiSave energy and improve building comfort with advanced sensors designed for Demand Control VentilationAny building with mechanical ventilation, typically found in any office, airport, university commercial building over 50,000 square feetSensors measure air quality and count people in a number of different waysAutomatically allows buildings to use less energy during natural grid peak times, but cannot currently be monetisedAir handling units, fan coil units (anything with a fan), all controls are via a traditional BMSMostly CAPEX with a small annual subscriptionImplemented on a number of large commercial buildings, scaling up through the UK

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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Digital platforms to support commercial retrofit /resources/digital-platforms-to-support-commercial-retrofit/ Fri, 18 Oct 2024 15:49:55 +0000 /?post_type=resource&p=61679 Solutions using a range of data sources to help property professionals understand their buildings and make informed decisions around retrofit

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Problem Addressed

With commercial buildings in the UK responsible for23% of built environment carbon emissions, urgent action must be taken to retrofit these buildings at scale. In addition to the climate impact, commercial retrofit will be required to meet the growing demand for sustainable office space in the UK.

In commercial real estate there is also lack of data-driven insights which makes it difficult for informed decisions to be made around retrofit. Many commercial buildings are unsophisticated and understanding the feasibility of different retrofit options can be expensive and complex.

Solution Overview

Various digital platforms are emerging seeking to address this challenge, through helping property professionals understand their buildings and make informed decisions around retrofit. Many of these platforms provide details on current asset performance then create actionable plans including expected costs, predicted future performance, risks, and returns on investment.

These platforms utilise a range of data sources, including energy performance certificates, environmental data, occupancy patterns, building design, street view, energy bills, planning data and user feedback. Some platforms also create dynamic models or use AI to estimate energy consumption and carbon emissions and simulate different scenarios. They then use this information to provide an overview of the sustainability of their buildings, highlight areas for improvement and the impact of interventions. Examples of interventions may include demand response, renewable energy procurement, onsite renewable energy, optimisation and heat pumps.

Some of these platforms also partner with financing organisations and contractors to accomplish the work required for retrofit. A few are developing a marketplace of approved assessors, installers and suppliers.

The table below includes information about many of the solutions in this area with information provided by the solution provider. Please click on the company names to see more information about each solution.

Company nameBuilding typeTarget customer and real estate processBusiness edge / prescribed methodsOutput formatOutput informationImplementationStage of development
Perse TechnologyCommercial (Residential available from Q2 2024)B2B (shortly extended to B2C) – Looking to provide instant costs and payback of installing low carbon techUses actual energy (electricity and gas) consumption data and costs. Also use industry methodologies for costs of low carbon technologies installationPDF or APICurrent asset performance, carbon footprint of energy supply, EPC data, building fabric data, building size and building use data, retrofit recommendations (by payback, time, cost, and impact), future impact of improvementsLinks clients directly to installers of low carbon technologiesSolution is live to a number of clients
OptimlCommercial, Residential, and Light IndustrialFits in between ESG reporting and Tender & Execution. B2B (Real estate asset managers and consultants) – Provide strategy optimisation to action planning relating to CapEx, OpEx, Energy, Valuation/ROI, and Policy aspects.Optimises large portfolios to detailed assets with proprietary, science-based AI connecting finance and engineering. Optimisation & energy simulation models, AI data enrichment to enhance low quality data, and include a UI/UX platform for decision-making and target achievementPDF, API, Excel, or Web-based platformCurrent asset performance, future EPC, retrofit recommendations (to component and system level), ROI and Valuation of asset strategies, alignment to target, sensitivity analysis and riskPartners with consultancies and real estate management softwares who support in implementationSolution is live in DACH + UK for full-scale implementation already with reference clients. Already conducted over 30 pilots across Europe and US)
MapMortarAll commercially owned and managed assetsB2B – Retrofit planning and management across large portfoliosWhole-building simulation technology, enriched by AI, estimated to triple the speed and double the accuracy of processes compared to the status quoPDF, API, Excel, or Web-based Dashboard and PlatformCurrent asset performance, future EPC, retrofit recommendations, impact on valuation, different scenarios across portfolio (buy, sell, hold), transition riskPlatform available to both property owners and property advisorsReady for pilot
SkenarioLabsAll assetsB2B – Banking / Real Estate: Provide green mortgage/finance analysis, compliance and reporting data, and climate resilience analysis. Government / Public Sector: provide Net Zero Neighbourhood analysis and general decarbonisation analysis at scale. Insurance: provide reconstruction cost analysis and climate resilience analysis for portfoliosMinimal data requirements. Building modelling, (not just EPC modelling) for more detailed assessments. Models how the main elements (value, performance, risk) impact each other. Can work at large scales, including whole portfolios, cities, and regions. Uses advances ML including gradient boosting algorithms and convolutional neural networksPDF, API, Excel, Frontends (custom or whitelabelled)Data enrichment, market valuation, insurance / reconstruction valuation, value-at-risk calculations, current asset performance, retrofitting modelling and costing, retrofit optimisation modelling to cost/carbon/other factors, financial / regulatory compliance risk, current climate / physical risk, future climate/physical riskPlatform can integrate to other solutions in the supply/decision making chainReady for pilot and /or full-scale commercial implementation
Multifamily homes, office buildings, logistics buildingsPortfolio owners and managers looking to decide on the most critical buildings and renovation actions in their portfolios. Platform-based model with a questionnaire using network effects to quickly gather the data required. AI Scenario modelling quickly identifies the most efficient way to achieve efficiency improvements. There are a range of parameters that can be chosen from including Co2 downscaling, planning the cost of energetic property renovation, identifying buildings with biggest impact. minimising transition risks, making buildings more energy efficient, etc.Excel, Web-based dashboard, API (by request)Cost per sqm
Emission per sqm
Which building elements need upgrading 
Retrofit recommendations (fabric, heating systems, technologies, lighting systems etc) 
Once the recommendations have been made the information is then passed onto architects / engineers for delivery, but impacts continue to be tracked through the platformHave been operating for the last 2 years approx., and currently have 40,000+ buildings on the platform.
Any building, but focus on non-residentialB2B – net zero plans and retrofit recommendations across portfolios – offered to asset owners, tenants and consultancies supporting them.. Modelling large portfolios using minimal data, using new AI methods to recommend the fastest, most cost-effective path to net zero. PDF, API, Excel, or Web-based Dashboard and Platform. Metrics on your buildings, including building physics and energy usage; net zero plans and retrofit scenario modelling,  current and future asset performance – energy usage intensity, EPC rating and more.Platform is available to asset owners and consultancies who support implementation of net zero plans. Also open to custom interfaces to client systems as needed.Ready for pilots and full commercial delivery.

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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Collecting utility data to promote user engagement /resources/collecting-utility-data-to-promote-user-engagement/ Fri, 11 Oct 2024 10:05:39 +0000 /?post_type=resource&p=61627 SaaS solution to monitor a building's performance and engage its users to achieve sustainability goals

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Problem Addressed

While there are many strategies for reducing the operational carbon of buildings, many of these are only maximally effective when there is robust engagement by the building’s users. Utility consumption in particular can be effectively reduced when those living and working within a building are well informed about specific sustainability objectives and actionable methods for achieving them.

Solution Overview

hello energy offers an online SaaS solution to monitor a building’s performance and engage its users to achieve their sustainability goals.

By connecting to meters, submeters, and other sensors, hello energy collects data and presents it through its sustainability dashboard. Electricity, heat and gas, water, solar, and electric vehicles can all be monitored.

Inspire Plan

hello energy’s standard offering focuses on developing awareness and inspiring building users and tenants. Interactive screens throughout a building can provide information about its consumption alongside tangible goals. Inspire helps to create a dialogue between stakeholders to promote a community-minded approach towards sustainability.

Interact Plan

The Interact plan offers all the same features as the Inspire plan while offering additional features. Buildings can use hello energy to earn credits towards GRESB, BREEAM, WELL, and in areas including health and wellbeing, smart mobility, and tenant engagement. With the Interact plan, key data and insights can be derived for calculating Scope 2 and 3 emissions, ESRS, and GRI reporting.

Activate Plan

The most comprehensive plan offered by hello energy is their Activate plan. In addition to the services offered by the Interact plan, Activate includes challenges and tips for users to encourage participation on topics including waste, energy, and mobility. This plan is best suited to engage a building’s users daily while providing them with content and stories around sustainability.

Data Services

Hello energy provides other ways to maximise ESG data collection. They can help obtain tenant consent to share their utility data. Their API integrations can collect this information in a variety of formats to make it easier to develop sustainability performance reports.

Case Study

One of the largest office buildings in Lisbon, MB4 began using hello energy’s software, data collection, and touch screens to promote participation and reduce energy consumption by their tenants. MB4 was also able to use hello energy to report on ESG metrics more easily. To encourage sustainable choices, touch screens in the lobby highlight these sustainability metrics as wells as weather updates and public transport options. Since implementing hello energy’s array of services, MB4 has earned credits towards BREEAM-in-use and WELL certifications while achieving an 3.5% reduction in their energy costs.

Facts and Figures

800+
2500+

This page presents data, evidence, and solutions that are provided by our partners and members and should therefore not be attributed to UKGBC. While we showcase these solutions for inspiration, to build consensus, and create momentum for climate action, UKGBC does not offer commercial endorsement of individual solutions. If you would like to quote something from this page, or more information, please contact our Communications team at media@ukgbc.org.

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