AKL Energy
Engineers reviewing battery energy storage equipment in Belfast

Smart energy engineering

Energy systems, made practical.

Research-led testing, modelling, control and optimisation for batteries, microgrids and industrial energy systems — from first data to deployment-ready decisions.

Explore services Start a conversation

What AKL builds around

Clear engineering for the transition from assets to systems.

Energy projects rarely fail because one component is interesting. They fail when batteries, converters, controls, grid constraints and business decisions do not line up. AKL focuses on the joins: testing, modelling, validation and practical system design.

Services

Focused services for real energy assets.

Battery testing equipment with cells, measurement cables and thermal monitoring
01

Battery Testing & Characterisation

Controlled cycling, capacity checks, pulse-power profiles, thermal studies and long-term ageing data for model and BMS validation.

Smart grid laboratory with simulation screens and power electronics racks
03

Smart Grid & Microgrid System Design

Modelling, planning and control-strategy design for microgrids, renewables, storage and transport energy hubs.

Industrial energy optimisation with sensors, pipework and engineering dashboard
05

Industrial Energy Optimisation

Energy-flow analysis, load forecasting and carbon-aware optimisation for manufacturing and multi-energy sites.

Battery diagnostics workstation with sensor-instrumented modules and monitoring dashboards
02

Battery Intelligence & Diagnostics

SOC, SOH and degradation estimation, sensor-fused monitoring and AI-assisted fault diagnosis for safer battery operation.

Hardware-in-the-loop control validation bench with simulator hardware and oscilloscope
04

Hardware-in-the-Loop Control Validation

Real-time and hardware-in-the-loop testing that proves control strategies before they meet a live grid.

Approach

Measure. Model. Control. Deploy.

AKL's work is grounded in a simple operating logic: gather trustworthy data, build models that explain real behaviour, validate control decisions, then move toward deployment with fewer unknowns.

MeasureBattery, grid and process data with repeatable methods.
ModelTranslate physical behaviour into decision-ready models.
ControlDesign algorithms that respect safety, constraints and uncertainty.
DeploySupport pilots, procurement and engineering choices with evidence.

Next step

Bring a battery, grid or energy-system challenge.

AKL can help turn early technical questions into a scoped test plan, feasibility study or deployment roadmap.

Contact AKL