iot architecture for water resources industry
TRANSCRIPT
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 ITSELF)
CYBE
RSEC
URI
TY S
OLU
TIO
N (
DAT
A D
EFEN
DS
ITSE
LF)
CYBERSECURITY SO
LUTIO
N (D
ATA D
EFEND
S ITSELF)
Water Resources Server Cluster
Water Industry
CloudWeb Access
HIGH PERFORMA
NCE 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 &
COMPONENTS
MODEL RESULT
REPOSITORIES
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 Citizens
LIMITED AUTHORIZ
ED ACCESS
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 ANALYTICSAUTOMATED 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 for smooth data transfer
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 COMPONENTSPREVIOUS WORK (PCSWMM ,CHI)
Real Time Data Acquisition & ModelingSource : 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 SYSTEMWATER RESOURCES The 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 OPERATIONS2. BETTER MOBILIZATION AND MINIMUM DAMAGE DURIND
DISASTER SCENARIOS3. CONSTANT IMPROVEMENT OF PROCESSES FOR OPTIMIZATION OF
RESOURCES4. ENVIRONMENTAL BENEFITS
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
• CYBERSECURITY SOLUTION PROTECTS ANY FALSE ALARMS
CLOUD COMPUTING Cloud Computing 1. No Maintenance and hardware problems 2. Always upto date3. Calibration 4. Pay as you consume 5. No upgrade costs6. 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 : [email protected]