PAK-IPMS

1. Let every energy storage device become an edge AI scheduling node

2. 4-layer 12-component system architecture achieves multi-channel high-speed computing

3. AI Capability Matrix (Level 3)

• Federated Learning: Share models across sites without leaking local data

• Equipment anomaly detection: AutoEncoder + timing anomaly score, 3-7 days in advance warning

4. Core Function List

a. Automatic switch/adjustment

‑ Air conditioners, air compressors, charging piles, lighting, boilers, inverters, UPS, exhaust fans

‑ Supports “Event-Condition-Action” (ECA) codeless orchestration

b. Energy storage-load synergy

- Real-time SOC protection: dynamic adjustment of discharge lower limit (to prevent over-discharge)

‑ Peak and valley arbitrage + dual-objective optimization of demand electricity charges

c. Microgrid/off-grid switching

‑ < 20 ms seamless switching on and off the grid (using FPGA hardware phase locking)

d. Virtual Power Plant (VPP)

- Support OpenADR 2.0b, GB/T 35681 protocol to access provincial demand response platform

e. Billing and accounting

‑ Multi-tenant model: three-level ledger sharing among owners, investors and operation and maintenance parties

In a word: This smart energy management system is the "intelligent brain" of all your electrical equipment.

What can it do -

• Automatically switch air conditioners, charging piles, lighting, etc. on and off first and then on during peak hours to save money;

• Store photovoltaic electricity and use it again at night, so green electricity is not wasted;

• If the transformer is found to be overloaded, the energy storage discharge can be "cut off" in advance to avoid wasting money;

• Instantly switches to battery power supply during power outage, so the refrigerator and network are not powered;

• Use the mobile app to check electricity bills, carbon emissions, and income with one click and control it remotely.

Install it to save energy, save money and be more environmentally friendly.