SlideShare a Scribd company logo
1 of 13
IOT ARCHITECTURE FOR
WATER RESOURCES SECTOR
Ashok Matta
PRESENTATION CONTENTS
•Water Resources IOT Components
•Water resources server cluster
•Real Time Flow Monitoring Data Analytics
•Web based SWMM/HEC-RAS/Flood Modeling
•IoT Platform based Advanced Decision Support
System
•Cloud Computing cost savings and Conclusion
IOT ARCHITECTURE COMPONENTS
CYBERSECURITY SOLUTION (DATA DEFENDS ITSELF)
CYBERSECURITY SOLUTION (DATA DEFENDS
CYBERSECURITYSOLUTION(DATADEFENDS
ITSELF)
CYBERSECURITYSOLUTION(DATADEFENDS
ITSELF)
Water Resources
Server Cluster
Water
Industry Cloud
Web Access
HIGH
PERFORMANC
E COMPUTING
CLUSTER
COMMUNICATION
PLATOFRM
3G,4G,5G,Internet (Wi-Fi, WiMAX and any 5G Tech)
REAL TIME
SENSOR
DATA
MAPPING
DATA
SERVERS
H/H MODEL
SCRIPT &
COMPONENT
S
MODEL
RESULT
REPOSITORIE
S
DATA
COLLECTION,
DATA QAQC,
MODELING,
REPORTING
HIGH PERFORMANCE COMPUTING
WATER RESOURCES SERVER CLUSTER
Water Resources Server
Cluster
Water Resource
Managers
Program Manager &
Consultants
State Planners
(DEP,DEQ etc.)
On-site
technicians
and Survey
Crew
EPA
Responsible
&Data driven
DATA VISUALIZATION TOOLS
SWMM,HEC-RAS ,Water
Quality Models, Watershed
Models ,Model Scripts,
Model Components
Model
Result
Repositories
All Data
Repositori
es
Researchers
LOCAL and
GLOBAL Real
Time Controls
(RTC)
REAL TIME FLOW MONITORING DATA
ANALYTICS
AUTOMATED DATA VALIDATION, OUTLIER IDENTIFICATION
AND FORECASTING
REAL TIME
SENSOR
DATA
KNOWLEDGE BASE REFERENCE
Machine Learning Techniques
help categorize the type of
scattergraph and gives
operator to confirm the field
situation
Artificial Neural
Network based
forecasting; Outlier
Identification;
Validation
Operators make sure the
sensor placement and
other logistics are in place
Good quality data saved
in databases for years
can help seasonal and
regional climatic
patterns.
The databases should
have spatial, temporal,
location data for
automated work orders
or extra survey of nearby
sites.
Automated
Discharge
Monitoring
Reports with
Engineer Review
WEB BASED H/H MODELING
COMPONENTS
PREVIOUS WORK (PCSWMM ,CHI)
Real Time Data Acquisition & Modeling
Source :
http://www.chiwater.com/Solutions/Software/RealTimeData.asp
Schematic of full-scale website architecture
Source : https://www.chijournal.org/Journals/PDF/R228-08
IOT PLATFORM BASED ADVANCED DECISION
SUPPORT SYSTEM
WATER RESOURCESThe advantages of IoT for the Water Sector
i. Real time water asset management , tracking of
rehabilitation and other activities
ii. Enhanced situational awareness of the area for forecasting
failures
iii. Sensor-driven decision analytics
iv. Wastewater treatment Process optimization
v. Optimized resource consumption (Maximum Conveyance
Utilization)
vi. Instantaneous control and response in complex autonomous
systems during inclement weather situations (Early Warning
Systems to avoid loss of life , property damage etc.)
IOT PLATFORM BASED ADVANCED DECISION SUPPORT
SYSTEM
IOT ARCHITECTURE BENEFITS
1. SMOOTH DRY WEATHER AND WET WEATHER OPERATIONS
2. BETTER MOBILIZATION AND MINIMUM DAMAGE DURIND DISASTER
SCENARIOS
3. CONSTANT IMPROVEMENT OF PROCESSES FOR OPTIMIZATION OF
RESOURCES
CYBERSECURITY SOLUTION
• Data dispersion based technology
• Data defends itself when everything fails, so its impossible to recreate the original data by
hacker
CONTACT ME FOR A DEMO.
Can you believe this ?
After energy sector the
most intruded critical
infrastructure sector is
Water and Wastewater
Systems ?
DATABASES FOR RESEARCHERS AND
CITIZEN SCIENTISTS
REAL TIME
SENSOR
DATA
Researchers and
Citizen Scientists
Researchers and the Citizen Scientists
could contribute to :
• Development of analytic solutions
based on several advanced statistical
concepts like Machine Learning,
Entropy, Boltzmann Machines etc. to
find hidden patterns in the data
• Advanced Time Series Analysis for
better understanding of the properties
non-linearity, seasonality, complexity,
cyclicity, stochasticity, fractality, chaos,
and so on.
• Development of cheaper
supercomputers for parallel processing
• Development of Algorithms for optimal
real control of water and sewer
networks
• Development of Apps for integration of
several technologies
MILLVALE FLOOD SEPTEMBER 17,2004
4:30PM
PROPERTY
DAMAGE
PUBLIC INFRASTRUCTURE
DAMAGE
CORPORATE INFRASTRUCTURE
DAMAGE
REPORTED LOSS OF LIFE IN FEW
CASES
IOT SOLUTION FOR A NATURAL DISASTER LIKE
MILLVALE FLOODING
• NO FAILURES
DUE TO
HACKED
DEVICES
• CYBERSECURI
TY SOLUTION
PROTECTS
ANY FALSE
ALARMS
CLOUD COMPUTING
Cloud Computing
1. No Maintenance and hardware problems
2. Always upto date
3. Calibration
4. Pay as you consume
5. No upgrade costs
6. Secure Data
Conclusions
There are many open source IoT platforms available which can
seamlessly integrate sensors , water utility control devices and data
analytic programs to create a robust system to protect our
infrastructure and the public from natural hazards.
For any enquiries please contact : engineermatta@gmail.com

More Related Content

What's hot

Introduction to IoT Architectures and Protocols
Introduction to IoT Architectures and ProtocolsIntroduction to IoT Architectures and Protocols
Introduction to IoT Architectures and ProtocolsAbdullah Alfadhly
 
Wireless body area network
Wireless body area networkWireless body area network
Wireless body area networkPratik Gondaliya
 
Internet of Things (IoT) and its applications
Internet of Things (IoT) and its applicationsInternet of Things (IoT) and its applications
Internet of Things (IoT) and its applicationsSarwan Singh
 
Unit 2 Smart Objects _IOT by Dr.M.K.Jayanthi.pdf
Unit 2 Smart Objects _IOT  by Dr.M.K.Jayanthi.pdfUnit 2 Smart Objects _IOT  by Dr.M.K.Jayanthi.pdf
Unit 2 Smart Objects _IOT by Dr.M.K.Jayanthi.pdfJayanthi Kannan MK
 
IOT based irrigation system
IOT based irrigation systemIOT based irrigation system
IOT based irrigation systemShanjedul Hassan
 
Internet of Things (IOT) - Technology and Applications
Internet of Things (IOT) - Technology and ApplicationsInternet of Things (IOT) - Technology and Applications
Internet of Things (IOT) - Technology and ApplicationsDr. Mazlan Abbas
 
automatic irrigation system by sensing soil moisture content
automatic irrigation system by sensing soil moisture contentautomatic irrigation system by sensing soil moisture content
automatic irrigation system by sensing soil moisture contentPAMULA MURALI
 
Internet of Things & Its application in Smart Agriculture
Internet of Things & Its application in Smart AgricultureInternet of Things & Its application in Smart Agriculture
Internet of Things & Its application in Smart AgricultureMohammad Zakriya
 
An IOT based Smart Traffic Management System
An IOT based Smart Traffic Management SystemAn IOT based Smart Traffic Management System
An IOT based Smart Traffic Management SystemAI Publications
 
IoT for Smart Agriculture and Villages
IoT for Smart Agriculture and Villages IoT for Smart Agriculture and Villages
IoT for Smart Agriculture and Villages Vinay Solanki
 
Water quality monitoring in a smart city based on IOT
Water quality monitoring in a smart city based on IOTWater quality monitoring in a smart city based on IOT
Water quality monitoring in a smart city based on IOTMayur Rahangdale
 
[Year 2015-16 ] IOT Based Waste Management
[Year 2015-16 ]  IOT Based Waste Management[Year 2015-16 ]  IOT Based Waste Management
[Year 2015-16 ] IOT Based Waste ManagementSaurabh N. Mehta
 
iot based home security using image processing algorithms
iot based home security using image processing algorithmsiot based home security using image processing algorithms
iot based home security using image processing algorithmsBadiginchala Manohari
 
6-IoT protocol.pptx
6-IoT protocol.pptx6-IoT protocol.pptx
6-IoT protocol.pptxPratik Gohel
 
IoT Based Garbage Monitoring System ppt
IoT Based Garbage Monitoring System pptIoT Based Garbage Monitoring System ppt
IoT Based Garbage Monitoring System pptRanjan Gupta
 

What's hot (20)

Introduction to IoT Architectures and Protocols
Introduction to IoT Architectures and ProtocolsIntroduction to IoT Architectures and Protocols
Introduction to IoT Architectures and Protocols
 
Wireless body area network
Wireless body area networkWireless body area network
Wireless body area network
 
Internet of Things (IoT) and its applications
Internet of Things (IoT) and its applicationsInternet of Things (IoT) and its applications
Internet of Things (IoT) and its applications
 
IoT and m2m
IoT and m2mIoT and m2m
IoT and m2m
 
Unit 2 Smart Objects _IOT by Dr.M.K.Jayanthi.pdf
Unit 2 Smart Objects _IOT  by Dr.M.K.Jayanthi.pdfUnit 2 Smart Objects _IOT  by Dr.M.K.Jayanthi.pdf
Unit 2 Smart Objects _IOT by Dr.M.K.Jayanthi.pdf
 
Designing the Internet of Things
Designing the Internet of ThingsDesigning the Internet of Things
Designing the Internet of Things
 
IOT based irrigation system
IOT based irrigation systemIOT based irrigation system
IOT based irrigation system
 
Internet of Things (IOT) - Technology and Applications
Internet of Things (IOT) - Technology and ApplicationsInternet of Things (IOT) - Technology and Applications
Internet of Things (IOT) - Technology and Applications
 
automatic irrigation system by sensing soil moisture content
automatic irrigation system by sensing soil moisture contentautomatic irrigation system by sensing soil moisture content
automatic irrigation system by sensing soil moisture content
 
Rfid technology
Rfid technologyRfid technology
Rfid technology
 
Internet of Things & Its application in Smart Agriculture
Internet of Things & Its application in Smart AgricultureInternet of Things & Its application in Smart Agriculture
Internet of Things & Its application in Smart Agriculture
 
Crop Protection System
Crop Protection SystemCrop Protection System
Crop Protection System
 
An IOT based Smart Traffic Management System
An IOT based Smart Traffic Management SystemAn IOT based Smart Traffic Management System
An IOT based Smart Traffic Management System
 
IoT for Smart Agriculture and Villages
IoT for Smart Agriculture and Villages IoT for Smart Agriculture and Villages
IoT for Smart Agriculture and Villages
 
Machine Learning Applications to IoT
Machine Learning Applications to IoTMachine Learning Applications to IoT
Machine Learning Applications to IoT
 
Water quality monitoring in a smart city based on IOT
Water quality monitoring in a smart city based on IOTWater quality monitoring in a smart city based on IOT
Water quality monitoring in a smart city based on IOT
 
[Year 2015-16 ] IOT Based Waste Management
[Year 2015-16 ]  IOT Based Waste Management[Year 2015-16 ]  IOT Based Waste Management
[Year 2015-16 ] IOT Based Waste Management
 
iot based home security using image processing algorithms
iot based home security using image processing algorithmsiot based home security using image processing algorithms
iot based home security using image processing algorithms
 
6-IoT protocol.pptx
6-IoT protocol.pptx6-IoT protocol.pptx
6-IoT protocol.pptx
 
IoT Based Garbage Monitoring System ppt
IoT Based Garbage Monitoring System pptIoT Based Garbage Monitoring System ppt
IoT Based Garbage Monitoring System ppt
 

Viewers also liked

Future on Water: IoT Infiltration into Water Management Solutions
Future on Water: IoT Infiltration into Water Management SolutionsFuture on Water: IoT Infiltration into Water Management Solutions
Future on Water: IoT Infiltration into Water Management SolutionsMark Benson
 
SAPHCP IoT for Watermanagement
SAPHCP IoT for WatermanagementSAPHCP IoT for Watermanagement
SAPHCP IoT for WatermanagementTwan van den Broek
 
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-gInternet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-gMohan Kumar G
 
Open Chemistry: Input Preparation, Data Visualization & Analysis
Open Chemistry: Input Preparation, Data Visualization & AnalysisOpen Chemistry: Input Preparation, Data Visualization & Analysis
Open Chemistry: Input Preparation, Data Visualization & AnalysisMarcus Hanwell
 
IoT - Transforming the way we behave with our environment
IoT - Transforming the way we behave with our environment IoT - Transforming the way we behave with our environment
IoT - Transforming the way we behave with our environment Denis Stephan
 
Wireless Water Monitoring System
Wireless Water Monitoring SystemWireless Water Monitoring System
Wireless Water Monitoring SystemPraveen Sharma
 
IoT of Road Transport
IoT of Road TransportIoT of Road Transport
IoT of Road TransportSimon Pickup
 
Internet of Things
Internet of ThingsInternet of Things
Internet of ThingsMphasis
 
Smart home Environment using iot
Smart home Environment using iotSmart home Environment using iot
Smart home Environment using iotparvathy s m
 
Copyright draft
Copyright draftCopyright draft
Copyright draftsgetchel
 
Olewe and kreimer hacks hackers slideshow
Olewe and kreimer hacks hackers slideshowOlewe and kreimer hacks hackers slideshow
Olewe and kreimer hacks hackers slideshowHacksHackers_Nairobi
 
Jing – overview
Jing – overviewJing – overview
Jing – overviewsgetchel
 
Evaluation q1 - q7
Evaluation q1 - q7Evaluation q1 - q7
Evaluation q1 - q7Liam James
 
Learn About Unique Ideas For Recycling In Phoenix
Learn About Unique Ideas For Recycling In PhoenixLearn About Unique Ideas For Recycling In Phoenix
Learn About Unique Ideas For Recycling In Phoenixdjays16
 
Dipantor (allbanglaboi.blogspot.com )
Dipantor (allbanglaboi.blogspot.com )Dipantor (allbanglaboi.blogspot.com )
Dipantor (allbanglaboi.blogspot.com )Suman Gomez
 

Viewers also liked (19)

Future on Water: IoT Infiltration into Water Management Solutions
Future on Water: IoT Infiltration into Water Management SolutionsFuture on Water: IoT Infiltration into Water Management Solutions
Future on Water: IoT Infiltration into Water Management Solutions
 
SAPHCP IoT for Watermanagement
SAPHCP IoT for WatermanagementSAPHCP IoT for Watermanagement
SAPHCP IoT for Watermanagement
 
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-gInternet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
 
Open Chemistry: Input Preparation, Data Visualization & Analysis
Open Chemistry: Input Preparation, Data Visualization & AnalysisOpen Chemistry: Input Preparation, Data Visualization & Analysis
Open Chemistry: Input Preparation, Data Visualization & Analysis
 
IoT - Transforming the way we behave with our environment
IoT - Transforming the way we behave with our environment IoT - Transforming the way we behave with our environment
IoT - Transforming the way we behave with our environment
 
Final year project io t climate system
Final year project io t climate systemFinal year project io t climate system
Final year project io t climate system
 
Wireless Water Monitoring System
Wireless Water Monitoring SystemWireless Water Monitoring System
Wireless Water Monitoring System
 
IoT of Road Transport
IoT of Road TransportIoT of Road Transport
IoT of Road Transport
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
 
Smart home Environment using iot
Smart home Environment using iotSmart home Environment using iot
Smart home Environment using iot
 
Copyright draft
Copyright draftCopyright draft
Copyright draft
 
Fake book templatp
Fake book templatpFake book templatp
Fake book templatp
 
Olewe and kreimer hacks hackers slideshow
Olewe and kreimer hacks hackers slideshowOlewe and kreimer hacks hackers slideshow
Olewe and kreimer hacks hackers slideshow
 
Jing – overview
Jing – overviewJing – overview
Jing – overview
 
Evaluation q1 - q7
Evaluation q1 - q7Evaluation q1 - q7
Evaluation q1 - q7
 
Fake book templatp
Fake book templatpFake book templatp
Fake book templatp
 
Learn About Unique Ideas For Recycling In Phoenix
Learn About Unique Ideas For Recycling In PhoenixLearn About Unique Ideas For Recycling In Phoenix
Learn About Unique Ideas For Recycling In Phoenix
 
Industrial Property In Noida
Industrial Property In NoidaIndustrial Property In Noida
Industrial Property In Noida
 
Dipantor (allbanglaboi.blogspot.com )
Dipantor (allbanglaboi.blogspot.com )Dipantor (allbanglaboi.blogspot.com )
Dipantor (allbanglaboi.blogspot.com )
 

Similar to IoT Architecture for Water Resources Industry

System Support for Internet of Things
System Support for Internet of ThingsSystem Support for Internet of Things
System Support for Internet of ThingsHarshitParkar6677
 
Semantics in Sensor Networks
Semantics in Sensor NetworksSemantics in Sensor Networks
Semantics in Sensor NetworksOscar Corcho
 
Noia Conference Presentation 2018 - Extending Internet of Things (IoT) to sub...
Noia Conference Presentation 2018 - Extending Internet of Things (IoT) to sub...Noia Conference Presentation 2018 - Extending Internet of Things (IoT) to sub...
Noia Conference Presentation 2018 - Extending Internet of Things (IoT) to sub...John Gibbs
 
Stephen Cantrell, kdb+ Developer at Kx Systems “Kdb+: How Wall Street Tech c...
Stephen Cantrell, kdb+ Developer at Kx Systems  “Kdb+: How Wall Street Tech c...Stephen Cantrell, kdb+ Developer at Kx Systems  “Kdb+: How Wall Street Tech c...
Stephen Cantrell, kdb+ Developer at Kx Systems “Kdb+: How Wall Street Tech c...Dataconomy Media
 
Data, Big Data and real time analytics for Connected Devices
Data, Big Data and real time analytics for Connected DevicesData, Big Data and real time analytics for Connected Devices
Data, Big Data and real time analytics for Connected DevicesSrinath Perera
 
People Counting: Internet of Things in Motion at JavaOne 2013
People Counting: Internet of Things in Motion at JavaOne 2013People Counting: Internet of Things in Motion at JavaOne 2013
People Counting: Internet of Things in Motion at JavaOne 2013Eurotech
 
Java in the Air: A Case Study for Java-based Environment Monitoring Stations
Java in the Air: A Case Study for Java-based Environment Monitoring StationsJava in the Air: A Case Study for Java-based Environment Monitoring Stations
Java in the Air: A Case Study for Java-based Environment Monitoring StationsEurotech
 
ACC-2012, Bangalore, India, 28 July, 2012
ACC-2012, Bangalore, India, 28 July, 2012ACC-2012, Bangalore, India, 28 July, 2012
ACC-2012, Bangalore, India, 28 July, 2012Charith Perera
 
High Performance Green Infrastructure, New Directions in Real-Time Control
High Performance Green Infrastructure, New Directions in Real-Time ControlHigh Performance Green Infrastructure, New Directions in Real-Time Control
High Performance Green Infrastructure, New Directions in Real-Time ControlMarcus Quigley
 
Get Cloud Resources to the IoT Edge with Fog Computing
Get Cloud Resources to the IoT Edge with Fog ComputingGet Cloud Resources to the IoT Edge with Fog Computing
Get Cloud Resources to the IoT Edge with Fog ComputingBiren Gandhi
 
Katastrophen-Einsatz-Überwachung mit survival sensor networks on IPv6
Katastrophen-Einsatz-Überwachung mit survival sensor networks on IPv6Katastrophen-Einsatz-Überwachung mit survival sensor networks on IPv6
Katastrophen-Einsatz-Überwachung mit survival sensor networks on IPv6Governments ENabled with IPv6
 
Towards the Wikipedia of World Wide Sensors
Towards the Wikipedia of World Wide SensorsTowards the Wikipedia of World Wide Sensors
Towards the Wikipedia of World Wide SensorsCybera Inc.
 
Louise McCluskey, Kx Engineer at Kx Systems
Louise McCluskey, Kx Engineer at Kx SystemsLouise McCluskey, Kx Engineer at Kx Systems
Louise McCluskey, Kx Engineer at Kx SystemsDataconomy Media
 
SMART SEWER NETWORK MONITORING USING IOT AND AI
SMART SEWER NETWORK MONITORING USING IOT AND AISMART SEWER NETWORK MONITORING USING IOT AND AI
SMART SEWER NETWORK MONITORING USING IOT AND AIiQHub
 
Edge optimized architecture for fabric defect detection in real-time
Edge optimized architecture for fabric defect detection in real-timeEdge optimized architecture for fabric defect detection in real-time
Edge optimized architecture for fabric defect detection in real-timeShuquan Huang
 
Cloudera - IoT & Smart Cities
Cloudera - IoT & Smart CitiesCloudera - IoT & Smart Cities
Cloudera - IoT & Smart CitiesCloudera, Inc.
 
Development and Initial Testing of an Autonomous Surface
Development and Initial Testing of an Autonomous SurfaceDevelopment and Initial Testing of an Autonomous Surface
Development and Initial Testing of an Autonomous SurfaceMohamad Hilmi Mat Idris
 
Sensors2015-Wireless Sensors Future of M2M
Sensors2015-Wireless Sensors Future of M2MSensors2015-Wireless Sensors Future of M2M
Sensors2015-Wireless Sensors Future of M2MRod Montrose
 
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...SMART Infrastructure Facility
 
Internet of Things (IoT)
Internet of Things (IoT)Internet of Things (IoT)
Internet of Things (IoT)Akanksha Prasad
 

Similar to IoT Architecture for Water Resources Industry (20)

System Support for Internet of Things
System Support for Internet of ThingsSystem Support for Internet of Things
System Support for Internet of Things
 
Semantics in Sensor Networks
Semantics in Sensor NetworksSemantics in Sensor Networks
Semantics in Sensor Networks
 
Noia Conference Presentation 2018 - Extending Internet of Things (IoT) to sub...
Noia Conference Presentation 2018 - Extending Internet of Things (IoT) to sub...Noia Conference Presentation 2018 - Extending Internet of Things (IoT) to sub...
Noia Conference Presentation 2018 - Extending Internet of Things (IoT) to sub...
 
Stephen Cantrell, kdb+ Developer at Kx Systems “Kdb+: How Wall Street Tech c...
Stephen Cantrell, kdb+ Developer at Kx Systems  “Kdb+: How Wall Street Tech c...Stephen Cantrell, kdb+ Developer at Kx Systems  “Kdb+: How Wall Street Tech c...
Stephen Cantrell, kdb+ Developer at Kx Systems “Kdb+: How Wall Street Tech c...
 
Data, Big Data and real time analytics for Connected Devices
Data, Big Data and real time analytics for Connected DevicesData, Big Data and real time analytics for Connected Devices
Data, Big Data and real time analytics for Connected Devices
 
People Counting: Internet of Things in Motion at JavaOne 2013
People Counting: Internet of Things in Motion at JavaOne 2013People Counting: Internet of Things in Motion at JavaOne 2013
People Counting: Internet of Things in Motion at JavaOne 2013
 
Java in the Air: A Case Study for Java-based Environment Monitoring Stations
Java in the Air: A Case Study for Java-based Environment Monitoring StationsJava in the Air: A Case Study for Java-based Environment Monitoring Stations
Java in the Air: A Case Study for Java-based Environment Monitoring Stations
 
ACC-2012, Bangalore, India, 28 July, 2012
ACC-2012, Bangalore, India, 28 July, 2012ACC-2012, Bangalore, India, 28 July, 2012
ACC-2012, Bangalore, India, 28 July, 2012
 
High Performance Green Infrastructure, New Directions in Real-Time Control
High Performance Green Infrastructure, New Directions in Real-Time ControlHigh Performance Green Infrastructure, New Directions in Real-Time Control
High Performance Green Infrastructure, New Directions in Real-Time Control
 
Get Cloud Resources to the IoT Edge with Fog Computing
Get Cloud Resources to the IoT Edge with Fog ComputingGet Cloud Resources to the IoT Edge with Fog Computing
Get Cloud Resources to the IoT Edge with Fog Computing
 
Katastrophen-Einsatz-Überwachung mit survival sensor networks on IPv6
Katastrophen-Einsatz-Überwachung mit survival sensor networks on IPv6Katastrophen-Einsatz-Überwachung mit survival sensor networks on IPv6
Katastrophen-Einsatz-Überwachung mit survival sensor networks on IPv6
 
Towards the Wikipedia of World Wide Sensors
Towards the Wikipedia of World Wide SensorsTowards the Wikipedia of World Wide Sensors
Towards the Wikipedia of World Wide Sensors
 
Louise McCluskey, Kx Engineer at Kx Systems
Louise McCluskey, Kx Engineer at Kx SystemsLouise McCluskey, Kx Engineer at Kx Systems
Louise McCluskey, Kx Engineer at Kx Systems
 
SMART SEWER NETWORK MONITORING USING IOT AND AI
SMART SEWER NETWORK MONITORING USING IOT AND AISMART SEWER NETWORK MONITORING USING IOT AND AI
SMART SEWER NETWORK MONITORING USING IOT AND AI
 
Edge optimized architecture for fabric defect detection in real-time
Edge optimized architecture for fabric defect detection in real-timeEdge optimized architecture for fabric defect detection in real-time
Edge optimized architecture for fabric defect detection in real-time
 
Cloudera - IoT & Smart Cities
Cloudera - IoT & Smart CitiesCloudera - IoT & Smart Cities
Cloudera - IoT & Smart Cities
 
Development and Initial Testing of an Autonomous Surface
Development and Initial Testing of an Autonomous SurfaceDevelopment and Initial Testing of an Autonomous Surface
Development and Initial Testing of an Autonomous Surface
 
Sensors2015-Wireless Sensors Future of M2M
Sensors2015-Wireless Sensors Future of M2MSensors2015-Wireless Sensors Future of M2M
Sensors2015-Wireless Sensors Future of M2M
 
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
 
Internet of Things (IoT)
Internet of Things (IoT)Internet of Things (IoT)
Internet of Things (IoT)
 

Recently uploaded

Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...dajasot375
 
GA4 Without Cookies [Measure Camp AMS]
GA4 Without Cookies [Measure Camp AMS]GA4 Without Cookies [Measure Camp AMS]
GA4 Without Cookies [Measure Camp AMS]📊 Markus Baersch
 
9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home ServiceSapana Sha
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfJohn Sterrett
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanMYRABACSAFRA2
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptSonatrach
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...Florian Roscheck
 
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfPredicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfBoston Institute of Analytics
 
Call Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceCall Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceSapana Sha
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsappssapnasaifi408
 
Heart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectHeart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectBoston Institute of Analytics
 
Defining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryDefining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryJeremy Anderson
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFAAndrei Kaleshka
 
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Jack DiGiovanna
 
Multiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfMultiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfchwongval
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdfHuman37
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Cantervoginip
 

Recently uploaded (20)

Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
 
GA4 Without Cookies [Measure Camp AMS]
GA4 Without Cookies [Measure Camp AMS]GA4 Without Cookies [Measure Camp AMS]
GA4 Without Cookies [Measure Camp AMS]
 
9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdf
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population Mean
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
 
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfPredicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
 
Call Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts ServiceCall Girls In Dwarka 9654467111 Escorts Service
Call Girls In Dwarka 9654467111 Escorts Service
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
 
Heart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectHeart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis Project
 
Defining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryDefining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data Story
 
Call Girls in Saket 99530🔝 56974 Escort Service
Call Girls in Saket 99530🔝 56974 Escort ServiceCall Girls in Saket 99530🔝 56974 Escort Service
Call Girls in Saket 99530🔝 56974 Escort Service
 
E-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptxE-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptx
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFA
 
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
 
Multiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfMultiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdf
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Canter
 

IoT Architecture for Water Resources Industry

  • 1. IOT ARCHITECTURE FOR WATER RESOURCES SECTOR Ashok Matta
  • 2. PRESENTATION CONTENTS •Water Resources IOT Components •Water resources server cluster •Real Time Flow Monitoring Data Analytics •Web based SWMM/HEC-RAS/Flood Modeling •IoT Platform based Advanced Decision Support System •Cloud Computing cost savings and Conclusion
  • 3. IOT ARCHITECTURE COMPONENTS CYBERSECURITY SOLUTION (DATA DEFENDS ITSELF) CYBERSECURITY SOLUTION (DATA DEFENDS CYBERSECURITYSOLUTION(DATADEFENDS ITSELF) CYBERSECURITYSOLUTION(DATADEFENDS ITSELF) Water Resources Server Cluster Water Industry Cloud Web Access HIGH PERFORMANC E COMPUTING CLUSTER COMMUNICATION PLATOFRM 3G,4G,5G,Internet (Wi-Fi, WiMAX and any 5G Tech) REAL TIME SENSOR DATA MAPPING DATA SERVERS H/H MODEL SCRIPT & COMPONENT S MODEL RESULT REPOSITORIE S DATA COLLECTION, DATA QAQC, MODELING, REPORTING HIGH PERFORMANCE COMPUTING
  • 4. WATER RESOURCES SERVER CLUSTER Water Resources Server Cluster Water Resource Managers Program Manager & Consultants State Planners (DEP,DEQ etc.) On-site technicians and Survey Crew EPA Responsible &Data driven DATA VISUALIZATION TOOLS SWMM,HEC-RAS ,Water Quality Models, Watershed Models ,Model Scripts, Model Components Model Result Repositories All Data Repositori es Researchers LOCAL and GLOBAL Real Time Controls (RTC)
  • 5. REAL TIME FLOW MONITORING DATA ANALYTICS AUTOMATED DATA VALIDATION, OUTLIER IDENTIFICATION AND FORECASTING REAL TIME SENSOR DATA KNOWLEDGE BASE REFERENCE Machine Learning Techniques help categorize the type of scattergraph and gives operator to confirm the field situation Artificial Neural Network based forecasting; Outlier Identification; Validation Operators make sure the sensor placement and other logistics are in place Good quality data saved in databases for years can help seasonal and regional climatic patterns. The databases should have spatial, temporal, location data for automated work orders or extra survey of nearby sites. Automated Discharge Monitoring Reports with Engineer Review
  • 6. WEB BASED H/H MODELING COMPONENTS PREVIOUS WORK (PCSWMM ,CHI) Real Time Data Acquisition & Modeling Source : http://www.chiwater.com/Solutions/Software/RealTimeData.asp Schematic of full-scale website architecture Source : https://www.chijournal.org/Journals/PDF/R228-08
  • 7. IOT PLATFORM BASED ADVANCED DECISION SUPPORT SYSTEM WATER RESOURCESThe advantages of IoT for the Water Sector i. Real time water asset management , tracking of rehabilitation and other activities ii. Enhanced situational awareness of the area for forecasting failures iii. Sensor-driven decision analytics iv. Wastewater treatment Process optimization v. Optimized resource consumption (Maximum Conveyance Utilization) vi. Instantaneous control and response in complex autonomous systems during inclement weather situations (Early Warning Systems to avoid loss of life , property damage etc.)
  • 8. IOT PLATFORM BASED ADVANCED DECISION SUPPORT SYSTEM IOT ARCHITECTURE BENEFITS 1. SMOOTH DRY WEATHER AND WET WEATHER OPERATIONS 2. BETTER MOBILIZATION AND MINIMUM DAMAGE DURIND DISASTER SCENARIOS 3. CONSTANT IMPROVEMENT OF PROCESSES FOR OPTIMIZATION OF RESOURCES
  • 9. CYBERSECURITY SOLUTION • Data dispersion based technology • Data defends itself when everything fails, so its impossible to recreate the original data by hacker CONTACT ME FOR A DEMO. Can you believe this ? After energy sector the most intruded critical infrastructure sector is Water and Wastewater Systems ?
  • 10. DATABASES FOR RESEARCHERS AND CITIZEN SCIENTISTS REAL TIME SENSOR DATA Researchers and Citizen Scientists Researchers and the Citizen Scientists could contribute to : • Development of analytic solutions based on several advanced statistical concepts like Machine Learning, Entropy, Boltzmann Machines etc. to find hidden patterns in the data • Advanced Time Series Analysis for better understanding of the properties non-linearity, seasonality, complexity, cyclicity, stochasticity, fractality, chaos, and so on. • Development of cheaper supercomputers for parallel processing • Development of Algorithms for optimal real control of water and sewer networks • Development of Apps for integration of several technologies
  • 11. MILLVALE FLOOD SEPTEMBER 17,2004 4:30PM PROPERTY DAMAGE PUBLIC INFRASTRUCTURE DAMAGE CORPORATE INFRASTRUCTURE DAMAGE REPORTED LOSS OF LIFE IN FEW CASES
  • 12. IOT SOLUTION FOR A NATURAL DISASTER LIKE MILLVALE FLOODING • NO FAILURES DUE TO HACKED DEVICES • CYBERSECURI TY SOLUTION PROTECTS ANY FALSE ALARMS
  • 13. CLOUD COMPUTING Cloud Computing 1. No Maintenance and hardware problems 2. Always upto date 3. Calibration 4. Pay as you consume 5. No upgrade costs 6. Secure Data Conclusions There are many open source IoT platforms available which can seamlessly integrate sensors , water utility control devices and data analytic programs to create a robust system to protect our infrastructure and the public from natural hazards. For any enquiries please contact : engineermatta@gmail.com

Editor's Notes

  1. The quality of the sensor data is very crucial if it is going to be saved in repositories for further uses. There are several ways
  2. Source : Figure 1 :
  3. Source : http://ci-water.org/reports_results/allhands_oct2013/approach_FEWS.pdf