iFactory/ Energy Intensive Optimization

iFactory/ Energy Intensive Optimization
iFactory/ Energy Intensive Optimization

Introduction

The chilled water air-conditioning system occupies about 10-20% of the electricity. The chilled water air-conditioning system is a complex system composed of chilled water host, cooling tower, water pump and other main equipment. Optimize the health of the entire system. Step 1: Acquisition SCADA data to AI computer Step 2: AI computing and provide optimize parameter to system Step 3: AI feedback control & Auto retrain Step 4: Web UI record & analysis historical electricity consumption

Features

  • 01

    Machine performance ranking

    Allows operators to assess the performance of individual chillers within a larger system.

  • 02

    Process condition setting

    The user can input specific temperature and pressure settings for the process they are running, and the chiller system will automatically adjust its cooling output to meet these conditions. Ensure that the process is running at the optimal temperature and pressure for maximum efficiency and quality.

  • 03

    Tool status overview

    Provides valuable insight into the performance and health of the equipment and can help operators identify potential issues before they become major problems.

  • 04

    Model retrain setting

    Uses machine learning algorithms to analyze data from the chiller system and make adjustments to optimize performance.

  • 05

    Domain safety value setting

    Allows operators to set safe operating ranges for various parameters such as temperature, pressure, and flow rate.

  • 06

    Execution log management

    The execution log management feature can be used to identify issues with the system, diagnose problems, and optimize performance.

Demonstration

  • Frequency Conversion Control : Reduce 9.4% Cost

    Modification equipment with frequency converters and feedback control with PLC to achieve optimal operation performance.

  • Machine Difference Control : Reduce 1.1% Cost

    Through the acquisition and AI computing with chiller big data, feedback control the optimal parameter to operation system.

Additional Information

Published by
Advantech
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Advantech

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