| Home | My Account | Post Article | Upload Showcase | Site Shortcuts | Feedback | About us |

  Home > Consulting > Level 2 & New Product >

Seven Tech
Pat. Warn
Pat. Level2
Prj cases
Model Sys
New L2
Ind. Softw.
Key Prjs
Smart Equip
Model Prjs
Li Batt Ind.
Steel Ind.


Defect Warn

Equip Intelli

Domain Sale


- Class Time
- Classes
- Resources
- Lrn Method
- Status Need
- Metaverse
- Li Batt Tech
- Equip Softw.
- Intelli System

Level 2 Model Optimization and New Product Development

Benjamin Li, Metal Data LLC
www.meta4-0.com (Industry 4.0 Metaverse)


6. Quality management system for new variety of development(2)

1. Advantage of metallurgic model and intelligent learning
Advantage the New-Generation Level 2 System exist in that, it can reach extremely high parameter prediction accuracy with its large number of models on product quality, including:

(1) Tens of thousands of data models for all products;

(2) Logics in designing these data model, such as the effects of grain size, chemical composition and process on the strength;

(3) Special modeling techniques, which calculates the grain size based on the measured rolling force of each pass, especially the finishing pass;

(4) Residual stress induced by incomplete recrystallization;

(5) Forecasting models for plate profile, center and edge waves, and camber included in its quality forecasting section.

2. History Summary of Level 2 System with metallurgical model
(1) Since 1940s: birth of computer and its application in high cost and high-return industries

(2) Since 1980s: full computer control in some industries, mainly used minicomputers

(3) Since mid 1990s: gradually using Windows servers (I began to design the Windows-based Level 2 System in 1999, and to run it since 2001;I purchased hardware from Intel and designed software based on Microsoft)

(4) Since 2005, integrating metallurgical models (microstructure models, metallography, etc.) into the Level 2 System (I was the first to integrate those models into Level 2 intelligent system; years later, "the father of microalloying” J. Malcolm Gray, etc., urged the industry to add metallurgical model into Level 2 System)

(5) 2005 and later : I applied metallurgical models, intelligent learning and advanced software engineering (uninterrupted upgrade and engineering recognition of Windows for Level 2 System) worldwide, e.g. in EOS in USA and NISCO in China; the system has been known as the New-Generation Level 2 SystemLevel 2 Model Optimization and New Product Development (Metal Data).



<To Be Continued>

<Previous> | <Next>

|  Pt1  |  Pt2  |  Pt3  |  Pt4  |  Pt5  |  Pt6  |  Pt7  |  Pt8  |  Pt9  |  Pt10 | 



  | Private Policy | Terms & Conditions | About Us | AdvertisePartnerInvestorSponsorlistings |  
Copyright: 2022 Metal Pass LLC. All right reserved