Data Engineering
ORANGE.I’s battery data-specific solutions
automatically extract, gather,
transform, and load
all data created by battery R&D and manufacturing
facilities, as well as provide prediction and analysis
based on real data.
Data ETL Solutions
Visualization Solution
Data ETL Solutions
ORANGE.I’s data ETL solutions helps to transform scattered data into your assets by connecting all data sources,
including product experiment and evaluation data, design and simulation data, and analytical data from multiple facilities.
ORG-C™
An automated data collecting and loading agent
for Battery Assessment
Connecting up to 20 data streams and monitoring the real-time data
processing status
Extracting and storing data in various formats, including binary files,
CSV, logs, and R-DBMS tables
Distributing the load of enormous volumes of data created in real
time using a multi-threaded approach
Capable of responding to real-time events such as data generation
and changes, as well as numerous facility settings
Supporting real-time monitoring of equipment operation status,
data collection status, etc.
Over 50x efficient data processing than manual work
「ORG-C Agent」 Copyright Registered. (the Korea Copyright Commission, C-2019-025816)
「Secondary Battery Performance Evaluation Support Apparatus, Performance Evaluation Data Storing And Analysis System, And Using Method Thereof」
Patent Registered. (the Korean Intellectual Property Office, 102272296)
ORANGE.I’s data ETL solutions helps to transform scattered data into your assets by connecting all data sources,
including product experiment and evaluation data, design and simulation data, and analytical data from multiple facilities.
ORG-S™
A server system for data storage and utilization
for Battery Assessment
Checking, downloading, filtering, and editing real-time data through
data source inquiry
Supporting the download of Excel format files containing data and
charts
Providing various BI dashboards for collected data such as equipment,
location, and version
Offering a web GUI environment usable on PC and mobile
Automatically distributing updates for facility additions and remote
control
Managing the system with data classified by user and authority, etc.
「ORG-S inSight」 Copyright Registered. (the Korea Copyright Commission, C-2019-025817)
「Secondary Battery Performance Evaluation Support Apparatus, Performance Evaluation Data Storing And Analysis System, And Using Method Thereof」
Patent Registered. (the Korean Intellectual Property Office, 102272296)
ORANGE.I’s data ETL solutions helps to transform scattered data into your assets by connecting all data sources,
including product experiment and evaluation data, design and simulation data, and analytical data from multiple facilities.
ORG-ED
A table-structured data extraction and storage solution
for Evaluation & Design
Automatically extracting and saving table-structured data such as
Excel and CSV
Automatically converting and loading data into standardized data
through the terminology dictionary function
Providing custom rule settings and change update functions for easy
data extraction
Registering and managing templates for frequently used functions
such as result reports and business reports
Managing data and security for each task and organization
Web-based GUI for data search, validation, and management
ORANGE.I’s data ETL solutions helps to transform scattered data into your assets by connecting all data sources,
including product experiment and evaluation data, design and simulation data, and analytical data from multiple facilities.
ORG-EW
An Excel-based design and simulation data extraction solution
for Evaluation & Design
Automatically extracting and updating standard information from
design documents
Web-based design data input GUI in the same environment as Excel
Managing the design document versions and automatically
incorporating simulation logic
Performing design risk preliminary checks (DRC) and comprehensively
managing data history by design version
Immediately applying and automatically distributing revised design
documents to the system and managing them
「Method And System For Matching Resource To Support Research And
Development」 Patent Registered.
(the Korean Intellectual Property Office, 102420860)
Visualization Solutions
ORANGE.I’s visualization solution provides data visualizing through data files and DB connections, together with S/W that enables
quick and effective visualization tasks through various optional functions such as data filtering, axis settings, and chart editing.
ORG-V™
A file- or DB-based data visualization solution
for Data Visualization
High-resolution visualization through GPU acceleration
Creating and sharing analysis reports with data sources and
visualization charts
Supporting numerous types of charts such as bar, line, scatter, pie,
histogram, pareto, boxplot, etc.
Updating visual data on card-type dashboard in real-time
Filtering functions, such as data sorting, range adjustment and data
modification
Describing data in various forms using the drag-and-drop method of
data setting and multiple Y-axis graphs
Enabling the designation of custom templates for frequently used data,
graphs, etc.
Data Analysis Solutions
ORANGE.I’s data analysis solutions enable statistical analysis such as correlation analysis and factor analysis, as well as
an ML/AI Python development & execution environment. We also provide data analysis technology such as time series data risk
analysis of evaluation facilities and reusable battery status diagnosis.
ORG-A
An analysis & management solution for statistical analysis and ml/ai development and operation
for General Data Analysis
Connecting numerous data formats, including R-DBMS, CSV, LOG, and
TXT files
Creating and saving templates using the data join function between
DB tables
Creating a Python environment for machine learning model development
Checking model application in real time according to Python code
changes during development
Providing test service environment and model addition functions for
developed ML models
Delivering user option settings and an execution environment for the
ML model service
Supporting a variety of algorithms for statistical and data analysis
(correlation analysis, key factor analysis, significance analysis,
PCA analysis, etc.)
ORANGE.I’s data analysis solutions enable statistical analysis such as correlation analysis and factor analysis, as well as
an ML/AI Python development & execution environment. We also provide data analysis technology such as time series data risk
analysis of evaluation facilities and reusable battery status diagnosis.
ORG-I
A time-series data-based risk monitoring AI solution
for Battery Analysis
Predicting risk events through pattern analysis of time-series raw data
Detecting changes in key factors over time and identifying risk
scenarios.
Offering monitoring dashboard, settings, and management functions
based on risk events
Analyzing trends in continuous and risk data
「ORG-I Intelligence」 Copyright Registered. (the Korea Copyright Commission, C-2021-037059)
「Method For Detecting Anomaly In Charger/Discharger Based On Charger/Discharger Data For Manufacturing Or Evaluating Lithium-ion Battery」 Patent Applied.
ORANGE.I’s data analysis solutions enable statistical analysis such as correlation analysis and factor analysis, as well as
an ML/AI Python development & execution environment. We also provide data analysis technology such as time series data risk
analysis of evaluation facilities and reusable battery status diagnosis.
ORG-B
A precise diagnosis solution for reusable batteries
for Battery Analysis
Requesting detailed diagnostic analysis of self-development status,
registering, viewing, managing, and applying diagnostic results to
the system
Comprehensively diagnosing used battery status and recommending
usage based on AI
Conducted the R&D project “Precision diagnosis AI technology for
battery reuse after use for EVs” hosted by the Ministry of SMEs and
Startups from 2022 to 2024.
Utilizing AI technology for comprehensive diagnosis of used battery
status and prediction of remaining lifespan developed by ORANGE.I
「ORG-B uBDS」 Copyright Registered. (the Korea Copyright Commission, C-2023-000791)
「Machine Learning-based Battery Remaining Life Prediction Method」 Patent Registered.