Equipment Coverage
AI Data
Centers
Hyper-scale · Edge · Colocation · CHP · Microgrid Analytics
AI workloads are pushing data centers into industrial-scale power generation. We bring the monitoring and optimization energy operators already trust to on-site generation and microgrids.
Equipment Coverage
Industry Challenges
Problems We Solve
Power Density & Demand Growth
AI training clusters demand 10-50x more power per rack than traditional compute — driving rapid expansion of on-site generation that must be monitored and optimized.
Cooling Efficiency at Scale
Liquid cooling, free cooling, and hybrid systems must be continuously optimized as heat loads fluctuate with GPU utilization cycles.
Carbon Reporting Pressure
Hyperscalers and enterprise clients increasingly require verified Scope 1/2 emissions data — making accurate on-site generation monitoring a commercial requirement.
Capabilities
AI Data Solutions
Generation Optimization
Optimize on-site gas turbines, reciprocating engines, and CHP systems using AI models proven across oil & gas and power generation — maximizing output per unit of fuel.
CHP Optimization
Real-time balancing of electrical output, thermal recovery, and emissions performance for combined heat & power systems — reducing natural gas consumption while maintaining compute uptime.
Microgrid Analytics
Intelligent load forecasting and dispatch optimization between grid, on-site generation, and energy storage — minimizing cost while maintaining N+1 power redundancy.
PUE & Energy Management
Comprehensive energy analytics tracking Power Usage Effectiveness, cooling efficiency, IT load distribution, and total facility performance.
Emissions Monitoring
Real-time PEMS-based emissions monitoring for on-site generation assets — the same AER-approved technology used by industrial operators, adapted for data center generation profiles.
Sustainability Reporting
Automated environmental data collection aligned with RE100, corporate PPA verification, and Scope 1/2 emissions disclosure requirements.
Compliance
Regulatory Coverage
AESO grid interconnection requirements for large-load and on-site generation
Provincial emissions reporting for on-site power generation
Federal GHGRP reporting for facility-level Scope 1 emissions
RE100 compliance verification and renewable energy tracking
Corporate sustainability reporting (ESG/CDP framework alignment)
Municipal permitting requirements for backup generation
Carbon offset and carbon credit verification support
15%+
Reduction in Energy Cost per MW of Compute
Through AI-optimized dispatch between grid and on-site generation, combined with CHP efficiency tuning, data centers can achieve significant reductions in total energy cost per megawatt of compute.
Platform
Software Modules
Recommended Product
ES-PEMS™
Emissions monitoring for on-site gas turbines and engines — software-based, no physical analyzers needed.
Explore ES-PEMS™Recommended Product
ES-OptiEnergy
Real-time energy management and optimization for power generation assets and facility energy systems.
Explore ES-OptiEnergyReady to Modernize Your Monitoring?
See how VL Energy's platform can transform emissions compliance and energy optimization for your facility.