Predictive monitoring for energy systems

Data-driven monitoring for high-performance energy infrastructure

From wind farms and solar parks to nuclear and thermal power plants, the energy sector depends on safe, reliable infrastructure that performs under constant load. AIM helps you monitor these assets in real time—detecting early-stage defects, forecasting degradation, and keeping everything running smoothly.

Infrastructure under pressure

Energy infrastructure faces some of the toughest conditions: mechanical stress, extreme temperatures, vibration, and continuous operation. A single unnoticed crack or shift can lead to failures, service interruptions, or costly repairs. Manual inspections are often limited, especially at height or across wide areas.

• Heavy mechanical loads and rotating equipment
• Environmental exposure from weather, salt, wind, or heat
• Remote sites with limited access and inspection frequency
• Growing regulatory pressure to maintain safe operations
• Need to extend asset lifespan with minimal downtime

How AIM transforms your monitoring approach

AIM gives energy operators a real-time view of structural behaviour, without the need for simulation models or complex setup. Its AI-powered engine connects directly to your structural health monitoring system (SHM), delivering instant insights, predictive warnings, and simple reports.

• Live dashboards: Visualise what’s happening across turbines, towers, substations, or foundations—in one interface.
• Accurate forecasts: Predict how loads, vibration, and temperature affect your structures over time.
• Root cause detection: Find out what’s driving the degradation—wind, fatigue, thermal cycles, or shifting loads.
• Zero manual models: Works without FEM or custom setups. AIM learns directly from your sensor data.
• Easy reporting: Turn insights into clear, shareable summaries for engineers, managers, and stakeholders.

Where AIM fits in energy

Wind energy

Track tower sway, nacelle vibration, and foundation stress in real time. AIM highlights unusual behaviour patterns and helps operators catch issues before they lead to downtime. From offshore farms to inland turbines, it brings visibility even in hard-to-reach locations.

Solar infrastructure

From supporting structures to large-scale solar trackers, AIM keeps an eye on load distribution, settling, and degradation over time. The platform flags patterns caused by soil movement, material fatigue, or thermal cycling.

Thermal and combined-cycle plants

Structural stress in chimneys, boilers, and turbine buildings can build up slowly and go undetected. AIM identifies stress patterns and damage mechanisms before they impact performance or safety.

Nuclear facilities

Safety and early risk detection are top priorities in nuclear operations. AIM helps monitor critical structural elements for displacement, stress, or vibration shifts—without disrupting daily operations.

Energy storage infrastructure

From pumped storage to battery systems, structural performance affects availability and capacity. AIM helps operators track degradation trends and adjust maintenance proactively.

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Who benefits from AIM

AIM is designed for teams across the energy sector, including operations, maintenance, engineering, and asset planning. With its intuitive interface and ready-to-use insights, it brings value to everyone involved in asset health.

• O&M teams: Get ahead of issues with early warnings and visual alerts.
• Asset managers: Understand long-term performance trends and plan investments confidently.
• Inspectors & engineers: Focus attention where it matters most, backed by real data—not assumptions.

Smart setup. No disruption.

AIM integrates directly with your existing SHM setup—no need to rebuild your workflows or bring in third-party models. The system starts analysing live data as soon as it's connected, offering a faster path to results without delaying operations.

Scale with confidence

Whether you're managing a few sites or an international energy portfolio, AIM scales to fit your network. Each site gets individual insights, but you also gain high-level oversight across locations—ideal for centralised or distributed teams.

Forecast degradation, not just detect it

AIM doesn’t just show you where issues are happening. It helps you understand when and why they’ll happen next. That means less guesswork, fewer emergency repairs, and more strategic maintenance planning. You don’t just respond—you prevent.

Stay compliant. Stay ahead.

Regulations in the energy sector are tightening, and documentation is key. AIM makes it easy to generate reports for internal reviews or regulatory submissions, with automated summaries and simple visualisations.

See your infrastructure differently

With AIM, energy companies move away from manual inspections and legacy guesswork. Instead, you get a clear, reliable picture of structural behaviour that helps you make faster, safer, and smarter decisions—every day.