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.​

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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​

  • Agent that automatically collects data on repetitive patterns occurring in inspection and evaluation facilities​
  • Extracting and saving high-resolution time series data streams automatically in milliseconds​
  • 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​

  • Operating based on the ORG-C solution and server-agent structure​
  • Processing and editing data appropriate to user needs and purposes​
  • 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

  • Providing advanced visualization data and supporting quick and convenient report creation ​
  • Helping anyone to quickly and easily gain insights with a web-based solution​
  • 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.​

  • 「ORG-V Visualization」 Copyright Registered. (the Korea Copyright Commission, C-2021-055185)​

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

  • Providing various analysis algorithms such as correlation analysis, key factor analysis, significance analysis, and PCA analysis​
  • Visualizing data based on analysis of data types such as continuous and categorical​
  • 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.)​

  • 「ORG-V Plus」 Copyright Registered. (the Korea Copyright Commission, C-2022-022586)

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.​