Michael Arcinas: Feed Purchase Management: Challenges following the significa...
VIV Asia 2013, Muyang: expert experience and fuzzy, CropTech-FeedTech debate, co-organized by Perendale
1. Expert experience and fuzzy control
for high-efficient feed pelleting
By Bob Chen, March 13, 2013
2. Background Solutions Benefits
However, all know,
As we
human experience and operations are more flexible
fully automatic production is the future
in the of feed manufacturing industry because of following advantages:
optimization of production to gain satisfied results.
For example, in Increased output and enhanced productivity
a feed mill producing pig feed pellet
The automationspeed ofis able to run a pellet mill stably at a feeding rate of 57Hz;
system production, showdown time
Improved and uniform quality
But a skillful operator is able to run the same pellet mill at a feeding rate of 60Hz;
consistent and stable production
After that, switch the system from Manual to Auto, it fails to feed at 60Hz.
Reduced cost and fewer accidents
That means 57Hz is the current optimal control strategy of the control system.
……
manpower, human influence
Is there any possibility of an automatic control system acting like
an experienced pellet mill operator? How?
3. Background Solutions Benefits
How Muyang solve these problems?
To link expert experience with intelligent
and reliable automation
Realizable method:
Fuzzy control
A fuzzy control system is based on fuzzy logic, it is characterized by:
be able to learn from expert experience rules;
be easily upgraded by adding new rules to improve performance or add new
features;
more effective control with low-cost implementations because of simple
hardware configuration.
4. Background Solutions Benefits
How Muyang solve these problems?
To link expert experience with intelligent
and reliable automation
Muyang Smart Control System:
Simple to add on
Detectable parameters:
现场触
Touch 中控工
Server motor current, steam pressure,
摸屏
screen PC 作站 conditioning temperature
PROFINET
工业以太网 Controllable parameters:
feed rate, steam adding rate
PLC Available of 20 feed formulas
editable on-line
Executing Start-to-stable time:
elements cool start: 5min;
warm start: 3min
Control accuracy:
load current: ±5A;
Monitoring conditioning temperature: ±1.4℃
elements
5. Background Solutions Benefits
What Muyang Smart Control System can bring?
Increased energy-efficiency
Powerful production management
》 Remote control
Compared to manual production,
》 Open interface
》 output is increased by 8%
》 Data processing
data colleting, recording, reporting, printing; production tracing and optimizing
Thanks to the process parameter optimization function based on expert experience, the pellet
》Be able run at high operating level.
mill is able to to communicate with ERP system
》average power consumption is decreased by 9%
Because of stable and consistent production and eliminated downtime.
》 more adaptable to production changing in different seasons
Available of 20 formulas for production, and each formula is provided with customized expert
operation solutions.
Remote control from the Control Center “Formula” data