REFERENCE AI·Big 카지노 추천

REFERENCE

Based on over 20 years of experience in building smart factories,
DL Information Technology Co. Ltd. is creating manufacturing big 카지노 추천 analysis
and 카지노 추천 application cases in various industrial fields

AI/Big 카지노 추천 Construction Case _
AI-based Semiconductor 카지노 추천 Management Predictive Maintenance Function Application Case

DL Information Technology Co., Ltd. provides the AI-based semiconductor 카지노 추천 management predictive maintenance function

Raw 카지노 추천 Analysis environment/Technology 카지노 추천 collection/Loading Visualization

Raw 카지노 추천

  • 1Real-time air conditioning system 카지노 추천
  • 2Collection of real-time temperature/humidity/
    particle sensor 카지노 추천
  • 3Collection of real-time differential pressure
    sensor 카지노 추천

Analysis environment / technology

  • Time Series Forecasting Analysis

Analyzing big data with AI, predicting and alerting 카지노 추천 environment that affects product completion
Saving equipment and 카지노 추천 environment information in DB
Entering equipment and 카지노 추천 environment information into learned AI and performing predictive maintenance
Applying collected temperature/humidity, differential pressure, particle (3㎛, 5㎛, 10㎛) time series 카지노 추천
to SARIMAX machine learning algorithm to predict
short-term (20 minutes) and long-term (1 hour) future

카지노 추천 Collection / Loading

Collected 카지노 추천
Information on operation of real-time clean room environment control equipment
Real-time temperature/humidity, differential pressure, particle sensor 카지노 추천
Collection method
Collecting through RS-485 Modbus
Collected 카지노 추천 is loaded into MS-SQL DB in the form
of time series

Visualization

  • Real-time prediction of temperature/humidity/
    differential pressure/particle environment

  • Monitoring operation of 카지노 추천 control system

P카지노 추천nt Point
  • Remote collection
    not possible

  • Check 카지노 추천
    every 3 hours

  • Late problem
    recognition time

  • High defect rate

Reduced work efficiency due
to manual collection of 카지노 추천 environment data
Workers check the 카지노 추천 status every three hours and manually write down the result because remote collection
of 카지노 추천 environment data is not possible
Three hours from time occurrence of 카지노 추천 environment problems to problem recognition
Products manufactured during 카지노 추천 environment problems have a high defect rate, which lowers productivity
Introduction effect
  • Automatic collection of 카지노 추천
    environmental 카지노 추천
    Reduction of simple and repetitive tasks for workers through automatic collection
    of 카지노 추천 environmental data
    Reduction of time required for detecting environmental abnormalities by monitoring real-time 카지노 추천 condition
  • Process improvement through 카지노 추천 application
    카지노 추천 predicts future temperature/humidity, differential pressure,
    and particles every minute and detects environmental abnormalities in advance, enabling preemptive response
    before abnormalities occur
    Using tracking and improvements to the cause of particle occurrence as a basis for process improvement
    Contributing to corporate ESG management by minimizing unnecessary control system operation through monitoring of temperature/humidity and clean room control system operation
Client company