Data Sensing
Collect metering and equipment status with consistent point definitions, timestamps and units for analysis and control.
Bringing optimization into energy operations.
Turn field data into models, solve within operating constraints and connect platforms with edge execution to create a verifiable optimization process.
OPTIMIZATION AT THE COREComplex constraints.
Complex constraints.
Executable solutions.
Equipment capabilities, supply-demand relationships, scheduling and operating objectives all interact. Optimization represents these relationships as models, creating a computational basis for strategy development.
In the coordinated architecture, large language models assist business understanding and modeling, optimization algorithms guide strategy searches, and solvers perform mathematical calculations and feasibility checks. Iterative feedback and business-rule review turn results into dispatch plans.
DATA TO ACTION
From Field Data to Optimized Action
Connect equipment data, operational models and strategy execution across platform analysis and field control, using feedback to validate and refine decisions.
Modeling & Forecasting
Combine load and generation forecasts with equipment capabilities, supply-demand balance and operating constraints in computable models.
Optimization & Execution
Generate strategies within equipment and business constraints, validate against rules, then coordinate platform dispatch and edge execution.
Monitoring & Feedback
Compare plans with measurements, record alarms and deviations, and use findings to refine models and strategies.
ENERGY IN SYNERGY
Coordinating Generation, Grid, Demand & Storage
Connect energy resources, field equipment and management platforms with clear energy flows and control relationships.
Generation
Forecast generation. Improve local utilization.
Combine distributed generation output, status and metering data with forecasts and grid constraints to plan supply-demand balance and local renewable utilization.
APPLICATION METHODS
Technical Capabilities for Real Applications
Field Sensing & Platform Coordination
Connect monitoring engines, edge gateways, optimized controls and microgrid management for application-specific data and operations.
Smart MicrogridsDay-Ahead Planning & Rolling Optimization
Combine forecasts, live data and equipment conditions across day-ahead planning, intraday updates and real-time edge decisions.
Smart Energy StorageFrom Data Collection to Management
Connect collection, quality checks, calculations, analysis and reporting for energy monitoring, organizational emissions and product carbon footprints.
Energy & Carbon Management