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Safety Management System

ZOE SMS（Safety Management System）utilizes multi-parameter physical modeling and AI  algorithms to study battery charge-discharge behavior, optimizing battery usage strategies, improving battery utilization, and ensuring the ESS safety.

Platform Functions

BMS Data Monitoring

Battery Health Diagnostics

Battery Safety Alerts

Predictive Maintenance strategies

Core Advantages

Full Process Closed Loop

? From Monitoring, Diagnostics, Alerts, Decision-Making to  Feedback Tracking, based on Comprehensive Data analysis.

Complete Algorithm System

? Flexible Variable Adaptation, Extensive Application Scenarios, Complete

Multi-dimensional Alert Prediction

? Safety Risk Models
? SOH Degradation Prediction
? Station Economic Models
? Maintenance Strategies

Intelligent Maintenance Services

? Intelligent Maintenance to increase ESS Utilization, and Slow Down Battery Degradation

Digital Foundation

Focusing on the demands of energy IoT and new power systems, the digital Foundation for the energy sector is constructed by integrating multiple mainstream big data technologies and AI algorithm frameworks to achieve multi-scenario, intelligent, stable, and efficient data and algorithm applications based on the big data platform.


Service Functions

Z-IoT Platform

Supports massive device access and multi-source data integration, forming a one-stop, standardized access and management service to meet the full lifecycle management needs from single devices to power stations.

Big Data Platform

Supports two data chains: time series database and data warehouse. The time series database supports stream computing and real-time index calculation, while the data warehouse supports big data computing and multi-scenario AI model training, such as battery modeling analysis, distributed PV power prediction, and load forecasting.

AI Algorithm Platform

Utilizes various machine learning and deep learning algorithms comprehensively, establishing multiple scenario-based AI algorithm models to serve intelligent charge-discharge strategies for industrial and commercial energy storage, multi-energy coordination, and trading strategies for virtual power plants.

Intelligent Prediction Algorithms

Provides high-precision new energy generation prediction across multiple timescales, data-driven multi-time scale load forecasting, and day-ahead and real-time spot price forecasting.

Meteorological Data Services

Offers weather API services including numerical weather forecast data from authoritative meteorological agencies, satellite radiation data, PV resource data, and weather forecast data.

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