Ruiyuan: New Energy Vehicle Real-Time Health Monitoring System

02 · Product Description

Ruiyuan is a new energy vehicle inspection system that monitors and evaluates the health status of electric vehicles in real time by collecting, transmitting, and analyzing vehicle operating data.

Based on big data analytics and artificial intelligence algorithms, the system can comprehensively inspect and evaluate electric vehicles, providing users with accurate inspection reports and vehicle health assessments.

The system primarily evaluates the battery, motor, and drivetrain. Battery inspection includes battery capacity, state of health, and state of charge. Motor inspection includes rotational speed, torque, and operating status. Drivetrain inspection includes transmission efficiency, drive-shaft speed, and other relevant operating parameters.

By integrating data from these key vehicle systems, Ruiyuan provides a comprehensive view of vehicle health and helps users identify abnormal operating conditions and potential faults.

03 · Core Monitoring Capabilities

Ruiyuan monitors three major systems of a new energy vehicle: the battery system, motor system, and drivetrain system.

For the battery system, Ruiyuan measures battery capacity, state of health, state of charge, and other charging-related parameters. These indicators help users understand battery degradation, remaining energy, and potential safety risks.

For the motor system, the platform monitors motor speed, torque, and operating conditions. The collected data can be used to identify abnormal performance and evaluate the efficiency and stability of the motor.

For the drivetrain system, Ruiyuan monitors transmission efficiency, drive-shaft speed, and other operating parameters. These indicators help determine whether mechanical power is being transmitted efficiently and whether potential abnormalities exist in the drivetrain.

The system combines the monitoring results to generate inspection reports and health assessments, providing a data foundation for maintenance decisions and fault prevention.

04 · Target Customers

Ruiyuan primarily serves new energy vehicle manufacturers, after-sales service organizations, and individual vehicle owners.

For new energy vehicle manufacturers, Ruiyuan provides comprehensive inspection and evaluation functions that can support product testing, quality management, safety verification, and vehicle performance assessment. It can also help manufacturers meet relevant regulatory and technical-standard requirements.

For after-sales service organizations, the system provides detailed vehicle health data and inspection reports, supporting fault diagnosis, maintenance planning, repair decisions, and customer service.

For vehicle owners, Ruiyuan provides real-time monitoring and evaluation of electric vehicle health. Users can better understand the condition of their batteries, motors, and drivetrains, identify potential problems in advance, and take appropriate maintenance or repair measures.

By serving both enterprise and individual users, Ruiyuan connects vehicle development, after-sales maintenance, and daily vehicle management.

05 · System Value

Ruiyuan enables users to understand the health status of electric vehicles in a timely manner and identify potential problems before they develop into serious failures.

By continuously collecting and analyzing operating data, the system can reveal abnormal changes that may be difficult to identify through conventional periodic inspections. Users can therefore take appropriate maintenance and repair measures in advance.

For manufacturers and service organizations, this capability can improve inspection efficiency, support standardized maintenance processes, and enhance vehicle safety, performance, and reliability.

For vehicle owners, real-time health assessment reduces uncertainty about vehicle condition and supports safer driving and more informed maintenance decisions.

The system ultimately aims to transform vehicle maintenance from reactive repair after a fault occurs into data-driven inspection, early warning, and preventive maintenance.

06 · Project Vision

Ruiyuan aims to become a leading inspection technology provider in the new energy vehicle industry and provide comprehensive inspection and assessment solutions for vehicle safety, performance, and reliability.

By combining big data analytics with artificial intelligence algorithms, Ruiyuan is committed to generating accurate and efficient inspection reports and vehicle health assessments.

The system helps users better understand and manage the health of their electric vehicles, improving their overall vehicle experience and strengthening their confidence in new energy vehicle safety and reliability.

In the long term, Ruiyuan intends to build a complete service system covering vehicle data collection, real-time monitoring, health assessment, fault warning, maintenance recommendations, and after-sales support.

07 · Competitive Landscape

Ruiyuan faces several types of competitors in the new energy vehicle inspection technology market.

Traditional automotive testing equipment and system providers have begun entering the new energy vehicle inspection field. These companies may have established customer relationships, mature hardware products, and extensive experience in automotive testing, resulting in increasing competitive pressure.

Companies specializing in battery management systems may also become competitors. These companies possess technical capabilities in battery monitoring, state estimation, safety management, and battery fault diagnosis.

Electric vehicle diagnostic technology providers represent another category of competitors. Their products may focus on fault-code analysis, vehicle condition diagnosis, maintenance assistance, and after-sales service.

Ruiyuan’s competitive advantage lies in its comprehensive inspection and assessment capabilities. Rather than evaluating only one vehicle component, the system considers the battery, motor, and drivetrain together.

Its big data and artificial intelligence algorithms can process operating data efficiently and provide more accurate and comprehensive inspection reports and health assessments, helping the system address the diverse requirements of manufacturers, service organizations, and vehicle owners.

08 · Project Outcomes

Through multi-sensor data fusion and deep-learning-based analysis, the project improved abnormal-condition detection accuracy by approximately 27% and reduced false alarms by approximately 32%.

The system also enabled potential battery safety risks to be identified up to 48 hours earlier, providing additional time for users and maintenance personnel to inspect the vehicle and take preventive measures.

These results demonstrate the value of integrating real-time operating data, intelligent algorithms, and vehicle health assessment in new energy vehicle safety management.

09 · Long-Term Development

Ruiyuan aims to become a trusted brand in the new energy vehicle sector by providing high-quality inspection technologies and comprehensive after-sales services.

The project will continue improving the accuracy, efficiency, and coverage of vehicle inspection while expanding its ability to identify potential risks and provide maintenance recommendations.

By helping manufacturers improve vehicle quality, supporting service organizations in delivering efficient maintenance, and enabling vehicle owners to understand vehicle health, Ruiyuan seeks to contribute to the safe and sustainable development of the new energy vehicle industry.