thinking hutproject case study - industrial plant solution factory floor - sensor data collected...
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Thinking HutIIoT Credentials
Manufacturing Industry Revolution from 1.0 to 4.0
A cyber-physical system (CPS) is a system of
collaborating computational elements controlling
physical entities. CPS are physical and
engineered systems whose operations are
monitored, coordinated, controlled and integrated
by a computing and communication core
1. 1760 to 1840 - Ushered in Mechanical
production; railways and steam engine
2. 1870 to 1940 - Mass production; electricity and
assembly line
3. 1960 to 2010 - Computers; semi conductors,
main frame computing, personal devices,
internet
4. 2011 to Today- Internet of Things, Smaller &
powerful sensors, Artificial Intelligence (AI),
Machine Learning
A collective term for technologies and concepts of value chain organization. Based on the
technological concepts of cyber-physical systems, the Internet of Things and the Internet of
Services, it facilitates the vision of the Smart Factory.
Within the modular structured Smart Factories of Industry 4.0, cyber-physical systems
monitor physical processes, create a virtual copy of the physical world and make
decentralized decisions.
Factories of future
Today’s Factory Future Factories
Key Building blocks of Industry 4.0
► In an Industry 4.0 context, the collection and
comprehensive evaluation of data from many
different sources—production equipment and
systems as well as enterprise- and customer-
management systems—will become standard to
support real-time decision making.
► The Industrial Internet of Things (IIoT), also known
as the Industrial Internet, brings together brilliant
machines, advanced analytics, and people at work.
It’s the network of a multitude of devices connected
by communications technologies that results in
systems that can monitor, collect, exchange, analyse,
and deliver valuable new insights like never before.
These insights can then help drive smarter and
faster business decisions for industrial companies.
Implications of Industry 4.0 (Representative)
Robot Assisted Production Predictive Maintenance
Production line simulation Smart supply chain network
IIoT Reference Architecture
Factory floor -sensor data collected optimally
Edge
Data collector Data Filter Data Compressor Data Uploader
Edge Analytics
Big Data
Time series Data
Messaging system
Data Analytics
Enterprise Cloud
Machine Learning
Thinking Hut IIOT – Capability Overview
Projects covering various aspects of IoT; Capabilities on Edge as well as Cloud
IoT @Thinking Hut
More than 60% of work that we do at Thinking Hut is around IoT
Thinking Hut has a set of committed and experienced People on IoT and associated technologies
Invested in creating Solutions that can accelerate IoT implementation
Experience of working on a variety of IoT projects covering various aspects of the spectrum
Experience of working on Industrial Plant and Machine Sensors solutions
Extensively worked on Retail/POS device & display devices management IoT solutions
80% of IoT projects involved AWS & Microsoft Azure cloud deployment solutions
Experience of working on Home Automation solutions for Intrusion detection
Experience Snapshot
60%
ACMiS - Accelerated IoT Development through Microservices
ACMiS is a proprietary IoT framework developed at Thinking Hut
• Facilitates rapid development of any IoT PoC or product
• Approach for IoT use cases is to break down the functionality into individual microservices
• Kafka is used for communication between the modules
• Facilitates independent enhancement of functionality of modules without affecting other modulesWHAT
READY COMPONENTS
• Data collector
• Aggregator
• Event generator
• Publisher
With the advent of big data and IoT gaining traction, applications started moving towards one API serving single
purpose. In monolithic applications the entire application is duplicated onto servers instead of just scaling the functions
which are facing a higher load. Each and every change requires the entire application to be re-deployed. Our framework
addresses all these inefficiencies.WHY
• Provides agility, reliability & maintainability as single
responsibility principle is followed in modules
• Improves fault isolation
• Ensures right data at the right time, even when
connectivity is interruptedBENEFITS
IoT - Edge side Skills and Capabilities
Hardware Boards Edge Technologies
Edge Protocols Edge Development Skills
IoT - Server side Skills and Capabilities
Azure IoT Hub/Suite provides ready to use IoT server components such as batch analytics, machine learning and preventive maintenance predictions.
Capabilities
Dashboard
Security
Batch Analytics
Custom development
Easy to Configure and industry ready Dashboards with features like device management and analysis.
Capabilities
Dashboard
Security
Batch Analytics
Custom development
Cost effective and ready to use IoTsolutions like device shadowing and analysis.
Capabilities
Dashboard
Security
Batch Analytics
Custom development
Custom in-house developed low cost framework with cloud technologies like Zookeeper, Spark, Scala. Grafana is used as a configurable analytical tool.
Capabilities
Dashboard
Security
Batch Analytics
Custom development
Device Management
Server Development Skills
Project Case Study - Industrial Plant Solution
Factory floor -sensor data collected optimally
Mobile and web applications -Visualization and reporting of the analyzed data; predictive and prescriptive analytics
Data filtering & compression for sending over internet using least bandwidth & costs
LXC container deployment for ease of deploy-ability across different public or private virtual environments
Edge
Client provides solution to manage data at factory floor for real-time alerts, notifications and reports for higher efficiency
Data collector Data Filter Data Compressor Data Encryptor Data Uploader
Data Downloader
Data Decryptor
Data DecompressorData Distributor
HDFS
Data Processing
Druid
Data Visualizer
Load Balancer
Batch analytics, Real-time presentation of data, real-time analytics & aggregation of the data, event correlation and notification
MQTT over Websockets used as publish-subscribe model
Thinking Hut is involved in ideation, design, development, QA & performance testing as a strategic partner to the client
http://www.thinkinghut.com [email protected]
USA +1 (408)-499-6957 IND +91 20 6900-0420/22; . +91 89750-03910
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