PHYSICAL AI / ENERGY OPERATIONS SYSTEM

Understand the physical.
Connect the intelligent.

A mining energy world model creates a shared system perspective for planning, trading and dispatch.

Enter the interactive model ↓
ENERGY AT EVERY SCALE

From one microgrid.To a connected energy system.

Move from local coordination to regional exchange and system-wide dispatch. Explore renewables, storage, hydrogen, ammonia, vehicle charging and industrial demand together.

SOURCE · GRID · LOAD · STORAGE · VEHICLESILLUSTRATIVE INSTANT
MICROGRID A

Swipe along the power bus to explore energy and production equipment.

A microgrid built around grid-forming storage.Instantaneous output and process shares are illustrative, not measured. Grid-forming storage. Fleet electricity is counted under charging only.01 / GRID-FORMING · COORDINATED ENERGY PROCESS FEEDER H₂ FEEDSTOCK Wind ILLUSTRATIVE EXTRA Solar PV 78.0 MW Backup power 0.0 MW H₂H₂Hydrogen electrolysis ILLUSTRATIVE EXTRA NH₃Ammonia synthesis ILLUSTRATIVE EXTRA Vehicle charging ILLUSTRATIVE EXTRA GRID-FORMING Grid-forming storage 54.0 MW · CHARGING V / f Electric haulage INTERNAL GRID-FORMING RELATIONSHIPS Fleet electricity is counted under charging only 02 / PROCESS DEMAND Water pumps 1.61 MW Main ventilation 1.29 MW Air compressors 1.13 MW Lighting 0.48 MW Hoisting 1.29 MW Electrowinning 2.41 MW Grinding / SAG 4.02 MW Crushing 1.29 MW Flotation 1.29 MW Belt conveyors 1.29 MW 16.08 MW · TOTAL DEMAND

Instantaneous output and process shares are illustrative, not measured · This diagram focuses on internal equipment. External supply and power balance appear in the snapshot below.

← Swipe to explore the complete network →

Solar is abundant. Storage absorbs surplus generation.

100%
50%150%
CURRENT SCALE · POWER SNAPSHOT● Input = output
Renewable output78.0MW
Total demand16.1MW
Storage charging54.0MW
Network exchange0.0MW
POWER BALANCE78.00 = 78.00 MWBackup output 0.0 MW · External grid 0.0 MW · Unabsorbed power 7.9 MW

Sum of absolute link flows at this scale. May include transit; it is not additional generation.

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Capacities and annual demand come from the supplied capacity study. Instantaneous output, dispatch limits, process shares, additional assets and interconnections are assumptions. They do not represent actual interconnection, commissioned scale or a supply commitment.

MINING ENERGY WORLD MODEL

One world model.
Three coordinated agents.

Weather, networks, mining processes, user behavior and markets share one physical model. Decisions across different timescales use the same system state, equipment constraints and operating objectives.

Mining energy world model

PHYSICS WORLD MODEL
  • Weather & renewablesIrradiance · Wind · Temperature
  • Power systemsSource · Grid · Demand · Storage · Vehicles
  • Mining processesGrinding · Pumping · Electrolysis
  • Behavior & demandFlexible loads · Mining vehicles
  • Markets & usersPrices · Users · Credit
AI optimization engine
  • Forecasting
  • MPC / Mixed-integer optimization
  • Reinforcement learning
  • Multi-objective optimization
01 / PLANLong / medium term

Planning agent

Asset and capacity planning

Select equipment and capacity, compare plans, and consider resources, demand and network constraints together.

02 / TRADEDaily / hourly

Trading agent

Trading and value optimization

Use supply, demand, market and customer conditions to decide counterparties, volumes and prices.

03 / DISPATCHMinutes / seconds

Dispatch agent

Dispatch and stable operation

Allocate power and coordinate switching, reactive power and flexible loads, turning strategies into equipment actions.

EMS · Execution and safety checks

Strategy delivery / Constraint management / Monitoring / Alarms and protection / Records

Coordinated grid-forming control

Voltage, frequency and phase / Inertia and damping / Black start and islanding / Fault protection

Product architecture · Modules are deployed in phases according to project conditions.

Turn a system challenge
into a shared exploration.

Discuss your requirements
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