ForwardAI

ForwardAI Modules

Asset Performance Management System

Asset Performance Management System

APMS is a highly accurate asset monitoring and analysis system. Its artificial intelligence model is trained to capture the impact of various operating conditions on the service life of ESS, and combines future scenario predictions to predict the reliability of ESS in the next two weeks. In addition, by obtaining high-precision equipment data from the Station Controller, it allows engineers to conduct professional analysis of equipment status.

Core Functions

  • Equipment monitoring alarm
  • Technical data analysis
  • Energy storage life prediction
  • Case scheduling control

    • Strength

  • Second-level technical data analysis
  • Professional data analysis model
  • Tech-Agnostic
  • No customization required, quick implementation

    • ForwardAI Components

    Fleet Performance Management System

    Fleet Performance Management System

    FPMS is a multi-site aggregation management platform. Its preventive maintenance model uses the energy storage reliability prediction data of APMS to dynamically adjust the on-site operation and maintenance schedule to ensure on-site safety. In addition, the system's reconciliation function supports a variety of business models, including virtual power plants (VPPs), and provides comprehensive financial analysis functions.

    Core Functions

  • Case aggregation board
  • Case reconciliation and settlement
  • Financial Analysis
  • Preventive maintenance in multiple sites
  • Virtual Power Plant

    • Strength

  • Dynamic preventive maintenance of energy storage
  • Visual dashboard

    • Other Services