Detection of faults in a high speed packaging machine using a multilayer perceptron (MLP)

1995 ◽  
Author(s):  
J.Y. Clark
Keyword(s):  
Multilayer Perceptron ◽  
High Speed ◽  
Packaging Machine

Crosstalk modeling in high-speed transmission lines by multilayer perceptron neural networks

2019 ◽  
Vol 32 (11) ◽  
pp. 7311-7320 ◽  
Author(s):  
Kai Siang Ooi ◽  
Chun Lei Kong ◽  
Chan Hong Goay ◽  
Nur Syazreen Ahmad ◽  
Patrick Goh
Keyword(s):  
Neural Networks ◽  
Transmission Lines ◽  
Multilayer Perceptron ◽  
High Speed

Monitoring System Design of High-Speed Carton Packaging Machine Based on PCC and Servo Control

2012 ◽  
Vol 542-543 ◽  
pp. 609-615
Author(s):  
Hui Mi Wang ◽  
Ji Rong Ye ◽  
Ming Liu ◽  
Fan Wei Lin ◽  
Wei Chen ◽  
...  
Keyword(s):  
Process Control ◽  
System Design ◽  
Monitoring System ◽  
High Speed ◽  
Computer Control ◽  
Servo Control ◽  
Advanced Level ◽  
Low Degree ◽  
Packaging Machine ◽  
Packaging Industry

A high-speed carton packaging machine is developed in view of the current of low-degree automation and low-speed in the packaging industry. Monitoring system of this high-speed carton packaging machine is designed on basis of B&R programmable computer control (PCC) system according to the structure of the packaging machine and process control requirements, and has automatically achieved to feed pad, feed bottles, group bottles, spray glue, package with Servo synchronization technology. The high-speed carton packaging machine has reached world advanced level in performance and packaging speed at the speed of 80 packages per minute.

Model Spaces and their use in Mechanism Simulation

1989 ◽  
Vol 203 (3) ◽  
pp. 167-174 ◽  
Author(s):  
R D Leigh ◽  
A J Medland ◽  
G Mullineux ◽  
I R B Potts
Keyword(s):  
Computer Aided Design ◽  
High Speed ◽  
Software System ◽  
Computer Aided ◽  
Packaging Machine ◽  
Model Spaces ◽  
Design Systems ◽  
Aided Design

Computer aided design systems tend to work simply in terms of geometric entities. Any intelligence that could be implanted in the system would, however, need to deal with the function of the design being described. This requires the system to handle the geometry at a higher level. One approach is to use model spaces that hold groups of geometric entities and preserve some of the associations between them. A software system is described that works in terms of such spaces and allows hierarchies of spaces to be built up. The hierarchy, however, is not sufficient for a complete description of every design. There is a need to add extra constraints. The software allows these to be entered and automatically tries to maintain them as being true. The use of this approach is illustrated by the simulation of the motion of a mechanism from a high-speed packaging machine.

scholarly journals Development of a Liquid Packaging Machine Positioning Control on Moving Film

2011 ◽  
Vol 5 (1) ◽  
pp. 61-65
Author(s):  
Katsumi Honma ◽  
◽  
Shin-ichi Nakajima ◽  
Keyword(s):  
Control System ◽  
High Speed ◽  
Phase Control ◽  
Control Methods ◽  
Velocity Control ◽  
Positioning Control ◽  
Arbitrary Size ◽  
Step Velocity ◽  
Servo Mechanism ◽  
Packaging Machine

A liquid packaging machine produces liquid packaging bags from roll film by cooperatively controlling the vertical seal roller, horizontal seal roller, and cut roller. These rollers are driven separately by servomotors as a multi-axis servo mechanism. Positioning control on the moving film is essential to make bags of accurate size. To achieve accurate positioning without lowering productivity, we propose two control methods. One is a two-step velocity control of the horizontal seal roller. This method enables continuous and high speed production of bags of arbitrary size. The second is phase control, which determines the accuracy of the cutting position on the film according to the sealing position. Phase control changes the rotary phase difference of the horizontal seal roller and the cut roller by adjusting the high feeding velocity of the cut roller, or by adjusting the low feeding velocity of the cut roller. The control system developed was applied to a DANGANV liquid packaging machine.

Multilayer Perceptron Training Optimization for High Speed Impacts Classification

2009 ◽  
pp. 377-388 ◽  
Author(s):  
Angel Garcia-Crespo ◽  
Belen Ruiz-Mezcua ◽  
Israel Gonzalez-Carrasco ◽  
Jose Luis Lopez-Cuadrado
Keyword(s):  
Multilayer Perceptron ◽  
High Speed

Study on Synchronous Transmission of High Speed Packaging System Based on AC Servo Motor

2014 ◽  
Vol 494-495 ◽  
pp. 733-738
Author(s):  
Juan Liu ◽  
Hong Liang Wang ◽  
Min Cao ◽  
Xian Fu Chen ◽  
Shao Quan Zhang
Keyword(s):  
High Speed ◽  
Mechanical Transmission ◽  
Packaging System ◽  
Ac Servo ◽  
Development Cycle ◽  
Packaging Machine ◽  
Tube Shape ◽  
Ac Servo Motor ◽  
Product Output ◽  
Paper Towels

The mechanical transmission of the traditional packaging machine is complex and slow. Single packing species, long development cycle, which cant adapt the growing of diversification and personalized needs of packing. In this paper, three servo pillow packing machine, for example explores the high-speed synchronous transmission process of packaging systems. Studying the servo pillow packing machine in this article is a kind of packing equipment, which can automatically complete feeding, deliver the membrane, makes the bag, pulls the membrane hauling, vertical seals, seals the transverse cutting horizontally, end product output and other processes, adapting for the general block packaging material, tube shape regular goods, irregular shaped goods, for example: biscuits cakes, cosmetics, paper towels and so on. Packing speed is fast and the movement precision is high.

Microfabrication research at the National Submicron Facility

1983 ◽  
Vol 41 ◽  
pp. 86-89
Author(s):  
E.D. Wolf
Keyword(s):  
Integrated Circuits ◽  
Particle Physics ◽  
High Speed ◽  
New Technology ◽  
High Energy ◽  
High Energy Particle ◽  
New Science ◽  
Wide Range ◽  
Intermediate Domain ◽  
Circuit Function

Most microelectronics devices and circuits operate faster, consume less power, execute more functions and cost less per circuit function when the feature-sizes internal to the devices and circuits are made smaller. This is part of the stimulus for the Very High-Speed Integrated Circuits (VHSIC) program. There is also a need for smaller, more sensitive sensors in a wide range of disciplines that includes electrochemistry, neurophysiology and ultra-high pressure solid state research. There is often fundamental new science (and sometimes new technology) to be revealed (and used) when a basic parameter such as size is extended to new dimensions, as is evident at the two extremes of smallness and largeness, high energy particle physics and cosmology, respectively. However, there is also a very important intermediate domain of size that spans from the diameter of a small cluster of atoms up to near one micrometer which may also have just as profound effects on society as “big” physics.

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