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Peak Load Management
Turn peak demand into operational flexibility
Prevent spikes and capacity violations — with automated peak control
Shift and coordinate loads — within operational, temperature, and redundancy limits
Make peak response repeatable — turn firefighting into system intelligence
For Data center cooling, Manufacturing HVAC, District energy systems , Thermal storage
Trusted by leading data centers, manufacturers, and energy innovators.
The Peak Constraint
Your biggest energy cost may only happen a few hours a month
etalytics reduces demand peaks automatically by coordinating flexible loads, storage, energy sources, and charging infrastructure within real operating limits so peak response becomes repeatable system intelligence instead of reactive firefighting.
Lower energy costs — reduce total energy input and cost across the optimized scope. Measured by normalized kWh or MWh consumption, energy cost, and savings against an established baseline.
Lower CO₂ emissions — operate assets more efficiently and shift operations toward lower-carbon energy where available. Measured by CO₂e reduction over a defined period.
Less manual effort — reduce manual setpoint changes, overrides, and reactive troubleshooting. Measured by manual intervention rate, override events, and operator time spent on recurring adjustments.
Lower equipment runtime and wear — avoid unnecessary operation and prioritize efficient modes such as free cooling and optimized part-load. Measured by runtime hours, start-stop cycles, and use of efficient versus default modes.
Operational Peak Intelligence
System-Level AI Control Built on Digital Twins
etalytics transforms peak management from manual intervention into continuous operational control. Using live telemetry, configurable control logic, and real-time system coordination, the platform detects peak risk before thresholds are reached and orchestrates available flexibility across the site.
Peak prediction and early response
Earlier detection creates time for targeted action instead of last-minute intervention.
System-wide energy coordination
Electrical and thermal assets such as CHP, boilers, storage, and flexible loads are coordinated as one energy system.-
Predictive peak shifting
emand is shifted proactively based on predicted peaks, operational priorities, and technical constraints.
Intelligent storage dispatch
Battery or thermal storage is used during critical demand periods to absorb or supply energy when peak risk rises.
Multi-energy optimization
Renewable generation and flexible demand are integrated into the control strategy based on availability, timing, and operational priorities.
Controlled load flexibility
The system dynamically coordinates available energy sources such as electricity, gas, CHP, and boiler operation based on prices, demand, and system limits.
Renewable integration
EV charging and other flexible electrical loads are automatically limited, shifted, or prioritized during critical periods.
Simple Process
How it works
etalytics follows a structured three-step deployment model.
Platform integration
We connect to existing infrastructure such as SCADA, BMS, PLCs, historians, submeters, utility interfaces, weather data, and relevant tariff or market signals. The standard approach is to use existing data, sensors, meters, and control infrastructure first instead of adding new hardware.
Digital twin setup
We structure data by system, asset, and energy flow, then model the relevant physical and operational relationships. This creates transparency, identifies inefficiencies, validates optimization potential, and can provide virtual measurements such as estimated volume flows when direct measurements are not available.
AI control deployment
Based on the validated system understanding, etalytics deploy optimization logic in open-loop recommendation mode or closed-loop adaptive control. Control actions operate within defined boundaries and include transparency, manual override options, and fallback strategies for mission-critical operations.
Measurable Impact
Automated peak control across your entire energy system.
Lower equipment runtime and wear
Avoid unnecessary operation and prioritize efficient modes such as free cooling, optimized part-load operation, and coordinated asset use.
Measured by runtime hours, start-stop cycles, and utilization of active versus passive or more efficient modes.
Higher stability and supply quality
Maintain temperatures, pressures, humidity, airflow, or other operating parameters within defined boundaries.
Measured by deviation from target ranges and percentage of time within operating limits.
More intelligent use of flexibility.
Use thermal inertia, storage, on-site generation, and price signals where relevant.
Measured by shifted load, avoided peak demand, use of favorable tariffs, or demand response participation.
Validated business case
Quantify savings potential, technical fit, risk, and implementation effort before scaling.
Measured by expected savings versus solution cost and a clear rollout decision.
Data centers
Optimize cooling plants, free cooling, hydraulic distribution, airflow-related dependencies, and supply temperatures while protecting mission-critical uptime and stability.
Pharmaceuticals and clean environments
Improve HVAC and utility efficiency while maintaining stable environmental conditions, compliance requirements, and operational boundaries.
Chemicals and industrial production
Coordinate cooling, heating, ventilation, thermal utilities, and electrical infrastructure under fluctuating production loads and changing energy prices.
Manufacturing and automotive
Reduce energy waste in process cooling, ventilation, heating, and site-level energy systems with variable production schedules and operating modes.
Large commercial and high-load buildings
Improve performance in complex HVAC environments where demand, occupancy, weather, and operating schedules change continuously.
Proven impact
Trusted by leading operators worldwide
Equinix, Merck, and others achieve up to 50% cooling energy savings with etalytics. Explore our case studies.
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Where to start?
See what etalytics can unlock at your site.
Start with a feasibility assessment. Weanalyze your existing data, estimate your savings and flexibility potential,and define a focused first use case — no system changes, no obligation.
Trusted by operators across data centers and industry
FAQ
Questions? We’ve got you covered.
Start with a free feasibility study
Ready to improve your facility's energy efficiency ?
Discover where your biggest savings potential lies. Our experts analyze your energy system, identify opportunities, and show you the path to lower costs, emissions and resilient operations – with AI you can trust.
We empower industries to make complex energy systems and operations more intelligent, efficient, and resilient — with AI and digital twins that operators can trust.
