Maintain the Load Target.
Fill Only the Gap.
When multiple sources are available, PINN allocates their contributions in real time according to load demand, source capability, and priority strategy.
ETERNAL CORE TECHNOLOGY
Paraflow is an unstable multi-energy DC coupling and energy management technology system powered by an Energy Model-Based PINN. It prioritizes renewable energy when multiple sources are available and enables adapted loads to follow available solar power after grid loss.
ONE MODEL · TWO OPERATING OBJECTIVES
The same Energy Model-Based PINN selects a different power target for normal multi-energy operation and for grid-loss operation with one fluctuating source.
When multiple sources are available, PINN allocates their contributions in real time according to load demand, source capability, and priority strategy.
When the grid is lost and storage is absent or inactive, leaving PV as the only fluctuating source, PINN redefines the load target within the energy and physical boundaries available at that moment.
SYSTEM EXECUTION
Paraflow connects global energy intelligence with deterministic device execution, then uses live feedback to correct the next decision cycle.
Defines the energy, network, safety, and application architecture.
Selects multi-energy allocation or the available solar-following boundary.
Distributes dynamic targets to managers, branches, and device nodes.
Executes MPPT, DC/DC, DC BUS regulation, support, curtailment, protection, and fault isolation.
Converts power targets into speed, frequency, torque, flow, or cooling capacity.
Control relationship: PINN and Downward Vertical Coordination are part of Paraflow. Local and device controllers execute their targets, while multi-node allocation follows actual demand rather than equal distribution.
PINN Target → Energy Managers → Branches and Loads → Real-Time Feedback
APPLICATION VALUE
The device-control layer turns the same energy target into the physical output required by each adapted application.
Preserve essential airflow when grid power is lost but usable solar remains.
Adjust cooling output to the solar power available at that moment.
Maintain basic air circulation for occupied and process areas.
Adapt speed, flow, torque, or thermal output within device limits.
Actual capability depends on irradiance, system capacity, device operating limits, and project-specific control boundaries.
ENGINEERING VERIFICATION
Measured performance must be reported against the relevant prototype, firmware version, and test conditions. Illustrative figures must not replace verified data.
BUILD WITH ETERNAL
Share your energy sources, device power, DC BUS parameters, load profile, and operating objectives to define a scalable solution with clear verification boundaries.