AI-Vision Battery Diagnostic Platform (Patented Data-to-Image Technology)
General Description
The DAMI-X AI-Vision Battery Diagnostic Platform is a revolutionary, non-destructive solution that redefines the standards for battery safety and performance analysis. As the global demand for Energy Storage Systems (ESS) and reusable batteries rapidly expands, traditional diagnostic methods fall short, often being too slow or inaccurate.
Our platform addresses this challenge with a proprietary, patent-pending technology (Application No. 10-2024-0017222) that transforms complex battery data into visual images and analyzes them with advanced AI. By converting raw voltage, current, and temperature data into an RGB image ""fingerprint,"" our system allows a Convolutional Neural Network (CNN) to detect subtle patterns and degradation that are invisible to conventional analysis.
This system provides an ultra-rapid (5-minute) and highly accurate (98% SOH) diagnosis, empowering operators in the ESS, EV, and electronics recycling industries to make critical decisions with confidence.
Key Product Features
Patented Data-to-Image (D2I) Conversion:
Our core intellectual property (Patent App. No. 10-2024-0017222). The system captures multi-modal data (Voltage, Current, Temperature) , standardizes it through 0-255 scaling (Data Normalization) , and maps these values into distinct R/G/B channels to create a unique data-image.
Advanced CNN Deep Learning Analysis:
We utilize a sophisticated Convolutional Neural Network (CNN) model, an AI specialized in image recognition. This AI model analyzes the visual data-image to provide a highly accurate prediction of battery state (SOH, SOC, SOP).
Ultra-Rapid Diagnosis (5 Minutes):
The entire process, from data collection to final report, is completed within 5 minutes. This is 2x faster than leading EIS-based competitors, which typically require 10 minutes.
Superior 98% SOH Accuracy:
Our platform delivers 98% accuracy in diagnosing State of Health (SOH) , significantly outperforming conventional AC Impedance (90%) and standard EIS (95%) methods.
Unmatched Data Restoration (99%):
A critical feature for real-world applications. Our AI algorithm can restore and analyze data even with significant (up to 50%) signal loss or corruption, ensuring 99% data restoration. This provides high-reliability diagnostics even in imperfect measurement environments.
Non-Destructive Testing:
The analysis is performed without disassembling or damaging the battery, preserving the asset's integrity.
Cloud-Enabled & Scalable:
The system is designed for cloud integration, allowing for remote diagnostics, centralized management, and scalable deployment across multiple sites.
Benefits & Effects
Maximize Asset Value:
By providing a 98% accurate SOH diagnosis, our platform allows for precise grading of reusable batteries. This enables you to sort batteries effectively for reuse, resale, or recycling, maximizing the financial return on every asset.
Drastically Increase Operational Throughput:
By cutting diagnostic time from 10 minutes to 5 minutes, you can double your inspection capacity. This is ideal for manufacturing QA lines, battery recycling centers, and EV service centers.
Enhance Safety and Reliability:
Proactively identify high-risk batteries before they fail. Our 99% data restoration capability means you get a reliable diagnosis every time, preventing costly system failures, fires, or recalls.
Enable Predictive Maintenance:
When integrated into an ESS, our AI technology can extend the battery system's lifespan by up to 30% and improve operational efficiency by 15% through optimized management.
Reduce Carbon Footprint:
By enabling the safe and reliable reuse of batteries , our technology directly supports the circular economy and contributes to environmental sustainability goals.
Company Overview
DAMI-X Inc. is an innovative technology company leading the sustainable energy future with its advanced AI-based battery diagnostic technology and Energy Storage System (ESS) solutions. Our vision is to become the global leader in the battery diagnostic technology field, providing "The Most Advanced Premium Technology Platform".
Our core business areas include:
- AI-based battery state diagnostic solutions and real-time monitoring.
- Development, construction, and sales of ESS (Energy Storage Systems).
- Safety analysis for reusable batteries.
- Eco-friendly energy consulting.
Our key competitive advantage is our patented AI prediction system (Patent App. No. 10-2024-0017222). This unique technology converts complex battery data (voltage, current, temperature) into RGB images and uses advanced AI (CNN) to analyze the battery's state. This allows us to achieve a rapid 5-minute diagnosis time with 98% SOH (State of Health) accuracy.
DAMI-X is committed to creating a better world by researching and delivering new technologies that help our customers grow and contribute to a sustainable future.