Description of impact
This research has generated measurable industrial and policy-relevant impacts by embedding knowledge-based engineering, ontology-driven modelling and data-driven costing into real-world construction practice. At Hadley Group, the ontology-based design and costing platform, together with process waste analysis and Time-Driven Activity-Based Costing (TDABC), enabled systematic evaluation of offsite production alternatives and identification of automation opportunities. This strengthened commercial decision-making, improved production transparency and supported the development and scaling of Design for Manufacture and Assembly (DfMA) housing products. The collaboration contributed to Hadley receiving the 2024 Knowledge Transfer Partnership Business Impact Award.The knowledge-based DfMA tool developed under Innovate UK funding was recognised as best practice in the West Midlands Combined Authority Zero Carbon Homes Routemap, influencing regional approaches to scalable, low-carbon housing delivery.
Through the EU-funded ACCORD project, ontology-enabled rule-based automation supported digital compliance checking using enriched BIM models, reducing manual review requirements and improving early-stage regulatory assurance. These impacts demonstrate economic benefit, improved industrial productivity, enhanced digital capability and contribution to sustainable housing policy beyond academia.
| Impact date | 2018 |
|---|---|
| Category of impact | Policy |
| Impact level | Benefit |