Artificial Intelligence: industrial cases use...SACMI employees around the world Nord America 143...
Transcript of Artificial Intelligence: industrial cases use...SACMI employees around the world Nord America 143...
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Artificial Intelligence:industrial cases use
Donato Laico Quality & Process Control BUVision Systems
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1° CANADA-ITALY Business Forum on AI
SACMI Imola
SACMI Imola is the parent company of the SACMI Group, an Italian cooperative that is the leading international designer, producer and marketer of manufacturing plants and industrial technology for the ceramic and packaging sectors. SACMI has enjoyed market success for 100 years and is now a major Italian enterprise in terms of size, sales, areas covered and services provided.
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1° CANADA-ITALY Business Forum on AI
The SACMI Group
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4,515 employeessales of €1,434 million
global supplier of closure manufacturing machines
plant provider to the global ceramic industry
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INDUSTRY4.0
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1° CANADA-ITALY Business Forum on AI
SACMI employees around the world
Nord America
143
Medio Oriente
68
India115
Europa119
Germania326
Russia33
Cina391
Estremo Oriente
88Sud America
44 Africa 16
Italia2.962
4,515 employees
A network of over 80 companies providing sales and assistance services, plus30 manufacturing facilities in Italy, Germany, Egypt, Iran, USA, Mexico, Brazil, India, Indonesia and China
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SACMI R&D: Innovation LAB
RE-THINKING THE FUTURE
1° CANADA-ITALY Business Forum on AI 5
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1° CANADA-ITALY Business Forum on AI
BUSINESS UNIT
Ceramics Closures & Containers
Packaging & Chocolate
Beverage Metals Quality &
Process Control
Customer Service
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1° CANADA-ITALY Business Forum on AI
Quality &
Process Control
Quality & Process Control: Computer Vision
The use of a vision system comes from the need to control the quality of the products obtained from Sacmi machines
The first system was installed in 1985 on a crown caps machine
Currently the Quality & Process Control business unit designs (hardware and software) and builds systems for quality control of plastic and metal closures, bottles, labels, cans, lithographed sheets …
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Our customers' products are increasingly
personalized and complex
Traditional vision algorithms are
difficult to use for quality control of
such complex products
Sacmi produces increasingly high-performance and
sophisticated machines and
processes
The end customer needs more
qualified and more expensive
personnel to manage them
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1° CANADA-ITALY Business Forum on AI
ARTIFICIAL INTELLIGENCE
a necessary innovation for SACMI Computer
Vision
SACMI Computer Vision R&D
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1° CANADA-ITALY Business Forum on AI
AI for simplification: the cavities numbers in the moulds
SACMI Computer Vision R&D
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DEEP LEARNING techniques
Numbers of any font type, contrast and font size are recognized without any additional operation by the machine operator.
1° CANADA-ITALY Business Forum on AI
AI for simplification: the cavities numbers in the moulds
SACMI Computer Vision R&D
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1° CANADA-ITALY Business Forum on AI
AI for process control:Identification of plastic stress in preform moulding
SACMI Computer Vision R&D
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1° CANADA-ITALY Business Forum on AI
AI for process control:Identification of plastic stress in preform moulding
SACMI Computer Vision R&D
GOOD DEFECTIVE
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1° CANADA-ITALY Business Forum on AI
AI for process control:Identification of plastic stress in preform moulding
SACMI Computer Vision R&D
Artificial Intelligence techniques
automatic, unsupervised, simple and effective method to discriminate between defective and good containers:
AUTOMATIC IN-LINE PROCESS CONTROL
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1° CANADA-ITALY Business Forum on AI
PVS10LAthe first Sacmi Vision System with AI
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Grazie!