Case Studies
From raw data to commercial certainty. Explore how the Lamina Hybrid Engine transforms historical ambiguity into actionable operational clarity.
Forensic Yield Analysis: Newquay Weather Station
We applied our forensic engine to 8 years of telemetry from this coastal reference site. Crucially, the analysis identified early accelerated degradation trends and inter-string variability impacting new hardware. Beyond risk detection, the study optimised OpEx by isolating >1.6% recoverable shading loss and proving that local rainfall rendered manual cleaning schedules sub-optimal.
Lamina Hybrid Engine Validation Study v1.0
We subjected the Lamina Hybrid Engine to a blind 5-fold cross-validation over 2,742 operational days. The model achieved a “digital twin” precision of R2 = 0.987, reducing forecast error by 82.8% compared to standard persistence models. This fidelity enabled granular loss decomposition, identifying 2-3% in previously hidden recoverable yield.
Start the Conversation
Unlock the clarity hidden within your portfolio
We are the right partner for you if...
- You manage renewable energy assets worth protecting
- You prioritise true insight over standard reporting
- You value engineering precision in performance analysis
- You are ready to turn uncertainty into quantified opportunities
Discover what your data is hiding
Email us
contact@lamina-ai.co.uk
