mongodb iot city tour eindhoven: industry 4.0 and the internet of things: inmation
DESCRIPTION
Presented by, Timo Klingenmeier, General Manager, inmation GmbH & Co. KG Industry 4.0 and the Internet of Things translate to new opportunities and new challenges for manufacturing corporations. The informed workforce requires access to vast amounts of data. Handling floods of data from the production floor across the organisation and in exchange with selected business partners is not a simple task, but when achieved it turns into a major competitive advantage. MongoDB’s strategic partner inmation has developed a middleware solution which combines intelligent industrial real-time connectivity with unlimited scalability and one uniform storage layer for all kinds of data structures – MongoDB.TRANSCRIPT
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IoT City Tour
Presentation
Realtime Data – The Source ofCorporate Intelligence and Agility
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IoT City Tour
1. Some thoughts on Industry 4.0
2. Internet of Things vs. Industrial Control (and
practices)
3. The OPC specification in brief
4. Short round-trip through „Industrial Data“
5. Benefits of MongoDB being an universal data store
30 Minutes to Cover
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IoT City Tour
The Problem
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IoT City Tour
“Classic” Industry
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IoT City Tour
3.xIndustry
MaterialFlows
Source: https://chemicalparks.eu/system/files/attachments/file/14/European_Pipeline_Infrastructure__Networks.pdf
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IoT City Tour
Goal is the
“Smart Factory”
Further Computerization of
Traditional Industries The Internet of Things
Is Technological Foundation
Industry
4.0Drivers
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IoT City Tour
4.0Industry
Effects
End of Data Boundaries
for Individual Factories
Data Interconnectability
Between Sites Without
Geographical Restrictions
Enourmous Growth
of Production and
Supplier Networks
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IoT City Tour
The Internet of Things
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IoT City Tour
Our Scope
Realtime Data
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IoT City Tour
system:inmation
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IoT City Tour
SQL
Text/XML
NoSQL/Schema-flexible/BSON
OPC
Common Data Sources
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IoT City Tour
1996 20131998 2001 2003 2006 2007 2009
OPC Data Access (DA) specification established
OPC Alarms and Events (A&E) specification established
OPC Historical Data Access (HDA) specification established
OPC Unified Architecture (UA) created
OPC UA 1.0 becomes available
First products based on OPC UA
OPC UA 1.01 becomes available
OPC UA 1.02 becomes available
OPC: OLE for Process Control
Source: www.opcfoundation.org
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IoT City Tour
Teach yourself…
…and visitwww.opcfoundation.org
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IoT City Tour
Source: www.intel.com
OPC?
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IoT City Tour
Source: www.arduino.cc
OPC!
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IoT City Tour
Source: http://www.ccj-online.com/ovation-upgrade-7fa/
Always OPC!
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IoT City Tour
Advantages
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IoT City Tour
Simplification
Advantages
No schema pre-definition
Few (sufficient) datatypes
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IoT City Tour
Data Types:Oracle, PL/SQL
Source: www.techonthenet.com/oracle/datatypes.php
Advantages
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IoT City Tour
Data Types:SQL Server
Source: www.connectionstrings.com/sql-server-data-types-reference
Advantages
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IoT City Tour
Data Types:OPC UA
Advantages
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IoT City Tour
Advantages
Data Types:
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IoT City Tour
Data Type Flexibility
Advantages
“Intrinsic” variants
“Intrinsic” arrays
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IoT City Tour
Sample Storage: Each (sub-second accurate)
measurement is stored as a “Micro-Document”
oObjectId points into another collection which stores the context information for this item (e.g. measurement).
cThis is the distinct counter relative to the value updates which were received from the external data source.
vA value submitted by an external (OPC) server, in whatever format. qThe external quality (bit mask).
tThe original timestamp taken from the external server.hThe timestamp of the historization process (and machine).
Advantages
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IoT City Tour
Sample Storage: Different data types can be stored in the same
“value” field:Advantages
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IoT City Tour
SummaryMongoDB is the perfect fit for Industrial Big Data
• It has the performance and the scalability options required to store hi-freq data in huge amounts
• Timestamp accuracy is sufficient
• Schema (-less) flexibility fits the variant data structures, originated in (OPC) source systems
• BSON is not only about storage, but also transport
• Unbeatable value offer (both software and hardware utilization)
• It exposes ‘natural’ data structures which simplify any kind of further analysis
• Choose between private and public cloud storage
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IoT City Tour
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IoT City Tour
Thank You.