Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M...

9
Early Warning Detection using Big data

Transcript of Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M...

Page 1: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

Ear ly Warning Detect ion us ing Big data

Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next

2

Celebrate 77 years as Americas First Super HighwayTotal miles -552 Total employees - 2045Vehicles per day ndash 543934Net Annual Toll Revenuendash 9321 million

PA Turnp ike Fast Facts

DAILYFeed Records

Inrix 749k

Waze 455k

NOAA 4320

B IG f lat data facts

4

ANNUALFeed Records

Inrix 2734MM

Waze 166MM

NOAA 16MM

Conceptual Architecture

MilepostLatLng

Date

Censusgov

NOAA

Inrix

SAPTEO

Fiscal

Holiday

Events

TollHost

HR Waze

NOAA

Finance

SpeedCadsTraCS

Engineering

Maintenance

Cost Center

Fund

hellip

OCT

$

bull Need for early detection

bull Waze alerts are 4 minutes faster nationwide

bull Combination of weatherspeedincidents

6

Bus iness Need

7

What is EWD

httpviewdevpaturnpikecomQvAJAXZfcAccessPointaspxopen=ampid=QVS40cvqlikviewd17CAccessPoint-All20Users2FTEO20LiveStreamqvwampclient=Plugin

What we learned

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics
Page 2: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next

2

Celebrate 77 years as Americas First Super HighwayTotal miles -552 Total employees - 2045Vehicles per day ndash 543934Net Annual Toll Revenuendash 9321 million

PA Turnp ike Fast Facts

DAILYFeed Records

Inrix 749k

Waze 455k

NOAA 4320

B IG f lat data facts

4

ANNUALFeed Records

Inrix 2734MM

Waze 166MM

NOAA 16MM

Conceptual Architecture

MilepostLatLng

Date

Censusgov

NOAA

Inrix

SAPTEO

Fiscal

Holiday

Events

TollHost

HR Waze

NOAA

Finance

SpeedCadsTraCS

Engineering

Maintenance

Cost Center

Fund

hellip

OCT

$

bull Need for early detection

bull Waze alerts are 4 minutes faster nationwide

bull Combination of weatherspeedincidents

6

Bus iness Need

7

What is EWD

httpviewdevpaturnpikecomQvAJAXZfcAccessPointaspxopen=ampid=QVS40cvqlikviewd17CAccessPoint-All20Users2FTEO20LiveStreamqvwampclient=Plugin

What we learned

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics
Page 3: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

Celebrate 77 years as Americas First Super HighwayTotal miles -552 Total employees - 2045Vehicles per day ndash 543934Net Annual Toll Revenuendash 9321 million

PA Turnp ike Fast Facts

DAILYFeed Records

Inrix 749k

Waze 455k

NOAA 4320

B IG f lat data facts

4

ANNUALFeed Records

Inrix 2734MM

Waze 166MM

NOAA 16MM

Conceptual Architecture

MilepostLatLng

Date

Censusgov

NOAA

Inrix

SAPTEO

Fiscal

Holiday

Events

TollHost

HR Waze

NOAA

Finance

SpeedCadsTraCS

Engineering

Maintenance

Cost Center

Fund

hellip

OCT

$

bull Need for early detection

bull Waze alerts are 4 minutes faster nationwide

bull Combination of weatherspeedincidents

6

Bus iness Need

7

What is EWD

httpviewdevpaturnpikecomQvAJAXZfcAccessPointaspxopen=ampid=QVS40cvqlikviewd17CAccessPoint-All20Users2FTEO20LiveStreamqvwampclient=Plugin

What we learned

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics
Page 4: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

DAILYFeed Records

Inrix 749k

Waze 455k

NOAA 4320

B IG f lat data facts

4

ANNUALFeed Records

Inrix 2734MM

Waze 166MM

NOAA 16MM

Conceptual Architecture

MilepostLatLng

Date

Censusgov

NOAA

Inrix

SAPTEO

Fiscal

Holiday

Events

TollHost

HR Waze

NOAA

Finance

SpeedCadsTraCS

Engineering

Maintenance

Cost Center

Fund

hellip

OCT

$

bull Need for early detection

bull Waze alerts are 4 minutes faster nationwide

bull Combination of weatherspeedincidents

6

Bus iness Need

7

What is EWD

httpviewdevpaturnpikecomQvAJAXZfcAccessPointaspxopen=ampid=QVS40cvqlikviewd17CAccessPoint-All20Users2FTEO20LiveStreamqvwampclient=Plugin

What we learned

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics
Page 5: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

Conceptual Architecture

MilepostLatLng

Date

Censusgov

NOAA

Inrix

SAPTEO

Fiscal

Holiday

Events

TollHost

HR Waze

NOAA

Finance

SpeedCadsTraCS

Engineering

Maintenance

Cost Center

Fund

hellip

OCT

$

bull Need for early detection

bull Waze alerts are 4 minutes faster nationwide

bull Combination of weatherspeedincidents

6

Bus iness Need

7

What is EWD

httpviewdevpaturnpikecomQvAJAXZfcAccessPointaspxopen=ampid=QVS40cvqlikviewd17CAccessPoint-All20Users2FTEO20LiveStreamqvwampclient=Plugin

What we learned

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics
Page 6: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

bull Need for early detection

bull Waze alerts are 4 minutes faster nationwide

bull Combination of weatherspeedincidents

6

Bus iness Need

7

What is EWD

httpviewdevpaturnpikecomQvAJAXZfcAccessPointaspxopen=ampid=QVS40cvqlikviewd17CAccessPoint-All20Users2FTEO20LiveStreamqvwampclient=Plugin

What we learned

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics
Page 7: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

7

What is EWD

httpviewdevpaturnpikecomQvAJAXZfcAccessPointaspxopen=ampid=QVS40cvqlikviewd17CAccessPoint-All20Users2FTEO20LiveStreamqvwampclient=Plugin

What we learned

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics
Page 8: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

What we learned

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics
Page 9: Early Warning Detection using Big data · 2020-03-16 · Clear 9 Fcrrercl PENNA Search Bookmarks. M Unlock Early Warning Detection as of: 11/20/2017 PM J, print Current Selections

9

Next step

Data mining Calibration Verification Geo Analytics

  • Early Warning Detection using Big data
  • Introduction to PTCWhat dataLets get SHIRKEDEWD toolWhats next
  • PA Turnpike Fast Facts
  • BIG flat data facts
  • Conceptual Architecture
  • Business Need
  • What is EWD
  • What we learned
  • Next stepData mining Calibration Verification Geo Analytics

Design of Early Warning Flood Detection Systems for ... of Early Warning Flood Detection Systems for Developing Countries Elizabeth Basha, Member, IEEE, and Daniela Rus, Member, IEEE

Design of Early Warning Flood Detection Systems for ... of Early Warning Flood Detection Systems for Developing Countries Elizabeth Basha, Member, IEEE, and Daniela Rus, Member, IEEE

Regional landslide early warning using rainfall ... · the effective countermeasures based on the early detection of landslide occurrence and, therefore, preemptive early evacuation

Regional landslide early warning using rainfall ... · the effective countermeasures based on the early detection of landslide occurrence and, therefore, preemptive early evacuation

Designing a Gas Detection System. Honeywell Proprietary Honeywell.com 2 Why Gas Detection? Safeguard Life and Property. –Provide Early Warning of Hazardous.

Designing a Gas Detection System. Honeywell Proprietary Honeywell.com 2 Why Gas Detection? Safeguard Life and Property. –Provide Early Warning of Hazardous.

EARLY WARNING EARLY ACTION - IFRC.org Warning Early Action Report.pdfPART 2: THE STATE OF EARLY WARNING-EARLY ACTION SYSTEMS 30 EARLY WARNING SYSTEMS AT REGIONAL LEVEL 30 Regional

EARLY WARNING EARLY ACTION - IFRC.org Warning Early Action Report.pdfPART 2: THE STATE OF EARLY WARNING-EARLY ACTION SYSTEMS 30 EARLY WARNING SYSTEMS AT REGIONAL LEVEL 30 Regional

Towards Climate Based Early Warning and Response Systems ...... · Malaria burden 4 Risk factors for malaria transmission 9 ... Malaria early warning and detection 16 Evaluating economic

Towards Climate Based Early Warning and Response Systems ...... · Malaria burden 4 Risk factors for malaria transmission 9 ... Malaria early warning and detection 16 Evaluating economic

Drinking Water Early Warning Detection and Monitoring … · 2017. 5. 30. · Drinking Water Early Warning Detection and Monitoring Technology Evaluation and Demonstration Susan Vonderhaar,

Drinking Water Early Warning Detection and Monitoring … · 2017. 5. 30. · Drinking Water Early Warning Detection and Monitoring Technology Evaluation and Demonstration Susan Vonderhaar,

Battery-Based Intrusion Detection - Virginia Tech€¦ · Battery-Based Intrusion Detection Grant A. Jacoby Abstract This dissertation proposes an efficacious early warning system

Battery-Based Intrusion Detection - Virginia Tech€¦ · Battery-Based Intrusion Detection Grant A. Jacoby Abstract This dissertation proposes an efficacious early warning system

Nalco Early Warning Chatter Detection Technology · Nalco Early Warning Chatter Detection, or EWCD Technology, is one of a suite of new sensor and automation tools that has been developed

Nalco Early Warning Chatter Detection Technology · Nalco Early Warning Chatter Detection, or EWCD Technology, is one of a suite of new sensor and automation tools that has been developed

World Economic Forum Bubble Early Warning System · Big Picture: the World Economic Forum’s initiative on an early warning system for the detection of real estate bubbles. • Goal

World Economic Forum Bubble Early Warning System · Big Picture: the World Economic Forum’s initiative on an early warning system for the detection of real estate bubbles. • Goal

RTI2 Early Warning Identification Template - … · Web view2015/05/22  · RTI2 Early Warning Identification Template Why Use an Early Warning Identification Template? An Early Warning

RTI2 Early Warning Identification Template - … · Web view2015/05/22  · RTI2 Early Warning Identification Template Why Use an Early Warning Identification Template? An Early Warning

Limits to Detection for Early Warning Signals of Population Collapse

Limits to Detection for Early Warning Signals of Population Collapse

Tsunamis: Monitoring, Detection, and Early Warning Systems · 2016. 10. 21. · Tsunamis: Monitoring, Detection, and Early Warning Systems Summary Congress is concerned about the

Tsunamis: Monitoring, Detection, and Early Warning Systems · 2016. 10. 21. · Tsunamis: Monitoring, Detection, and Early Warning Systems Summary Congress is concerned about the

Challenges to detection of early warning signals of regime shifts

Challenges to detection of early warning signals of regime shifts

VESDA by Xtralis White paper Very Early Warning Aspirating Smoke Detection in … · 2013-03-16 · VESDA by Xtralis White Paper - Very Early Warning Aspirating Smoke Detection in

VESDA by Xtralis White paper Very Early Warning Aspirating Smoke Detection in … · 2013-03-16 · VESDA by Xtralis White Paper - Very Early Warning Aspirating Smoke Detection in

Visual Early-Warning Signal Detection for Critical Transitions · Visual Early-Warning Signal Detection for Critical Transitions 2 archy and is utilized to identify the regime changes

Visual Early-Warning Signal Detection for Critical Transitions · Visual Early-Warning Signal Detection for Critical Transitions 2 archy and is utilized to identify the regime changes

Distant Early Warning Line Radars: The Quest for Automatic ... · Distant-Early-Warning Line Radars: The Quest for Automatic Signal Detection north installations to improve the range

Distant Early Warning Line Radars: The Quest for Automatic ... · Distant-Early-Warning Line Radars: The Quest for Automatic Signal Detection north installations to improve the range

List of “Early warning signs” Examinations & Check-ups Early Detection Important.

List of “Early warning signs” Examinations & Check-ups Early Detection Important.

Model-Based Monitoring for Early Warning Flood Detection · 2008-10-27 · Model-Based Monitoring for Early Warning Flood Detection Elizabeth A. Basha Computer Science and Artificial

Model-Based Monitoring for Early Warning Flood Detection · 2008-10-27 · Model-Based Monitoring for Early Warning Flood Detection Elizabeth A. Basha Computer Science and Artificial

A Real-Time Early Warning Seismic Event Detection ...

A Real-Time Early Warning Seismic Event Detection ...

ELDEWAS - Online early warning system for landslide detection by

ELDEWAS - Online early warning system for landslide detection by