13
MIT Lincoln Laboratory CIWS D. Meyer 10/21/05 Corridor Integrated Weather System (CIWS)

(CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

  • Upload
    lamnhu

  • View
    217

  • Download
    0

Embed Size (px)

Citation preview

Page 1: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

Corridor Integrated Weather System

(CIWS)

Page 2: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

Outline

• Example of Weather Impacting Air traffic – Impacts on worst delay day

• Ways to reduce delay– Improve forecasts– Aid traffic flow management

Page 3: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

Aviation Delay Problem

Aviation Weather Delays US Air Traffic DensityCauses of NAS Delays in 2004

Other 5% Weather

76%

© The COMET Program

Volume 14%

Equipment1%

Closed Runway4%

OPSNET Weather Delays

0

10

20

30

40

50

60

Jan

Feb Mar AprMay Ju

n Jul

AugSep OctNovDec

Month

Thou

sand

s of

Del

ays

20022001200019991998200520042003

• Thunderstorms cause fatalities and severe injuries at a cost of $8.1M/yr

• Convection responsible for 40% of delay costs: $840 – 920 M/yr

• Approximately 40% of thunderstorm delay possibly avoidable ($336-368 M/yr)

Thunderstorm Impacts

Page 4: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

FAA Corridor Integrated Weather SystemImproving Tactical Convective Weather Forecasts for Aviation

Precipitation Mosaic

# of aircraft

CIWS Domain and Air Traffic

0-2 hourEcho Tops Forecast

Winter Precipitation Forecast

Growth and Decay Trends

Echo Tops Mosaic

Plan CIWS capability across CONUS by 2007

0-2 hourPrecipitation Forecast

Page 5: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

Identified CIWS Benefits in 2003

• Intensive benefits analyses in 2003 & 2005– Annual benefits estimates are from ’03– Increase expected based on ’05 analyses

Relative Frequency of Benefits Categories

Improved Arrival Transition Area

Management

Interfacility Coordination

Situational Awareness

Routes Open Longer

$89M

ReduceWorkload

ProactiveReroutes

$37M

Page 6: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

CIWS Benefits Are Increasing …

0

1

2

3

4

5

6

NEXRADPrecip

PrecipFcst

EchoTops

EchoTops Fcst

G&DTrend

StormMotionVectors

Lightning ASRPrecip

Prod

uct U

se F

requ

ency

Per

Con

vect

ive

Wea

ther

Day Route Open Longer (2003)

Route Open Longer (2005)

0

1

2

3

4

5

6

7

NEXRADPrecip

PrecipFcst

EchoTops

EchoTops Fcst

G&DTrend

StormMotionVectors

Lightning ASRPreci

Prod

uct U

se F

requ

ency

Per

Con

vect

ive

Wea

ther

Day

Da

p

y

Proactive, Efficient Reroute (2003)

Proactive, Efficient Reroute (2005)

Comparison of CIWS Product Usage in 2003 and 2005

Keeping Routes Open Longer Proactive, Efficient Reroutes

• Note increased use of Precip Forecast and importance of Echo Tops information• Initial use of Echo Tops Forecast in 2005 surpasses use of Precip Forecast in 2003

Page 7: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

CIWS Benefits ComparisonsARTCCs With and Without CIWS Displays in Areas

• Much higher benefits at ARTCCs with CIWS displays in TMU and Areas

• ZMP ARTCC new CIWS ‘user’ in 2005

- Benefits lagged other ARTCCswith CIWS in TMU and Areasas 2005 was first SWAP seasonwith CIWS and user “burn-in”period was expected

• For ARTCCs with no CIWS in Areas, significantly morebenefits realized at ZBW

- Compensated for lack of CIWSin Areas through increaseduse in TMU

- ZBW operational benefits stilllagged benefits at ZDC and ZOB(ARTCCs with similar TMU CIWSexperience, but CIWS also in Areas) ** Includes most significant CIWS en route delay reduction benefits categories + FAA staffing

assistance category

CIWS Operational Benefits per ARTCC **

0

1

2

3

4

5

6

Routes OpenLonger

ProactiveReroutes

Reduced MITrestrictions

ImprovedATA/DTA

management

Directingpathfinders

Staffingassistance

CIW

S B

enef

it pe

r Con

vect

ive

Wea

ther

Day

ZMPZOBZDCZAUZNYZBW

CIWS inAreas

NO CIWS inAreas

Page 8: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

Recipe for Bad NAS Delay Day

1. Impact NY TRACON directly2. Disrupt E-W flow in Corridor3. Impact DC and Atlanta simultaneously4. Make the weather impact last for hours

• 13 July 2005 had all these ingredients!– Worst single day delay in FAA history

• For 35 OEP pacing airports– 1624 delays recorded– 2017 total hours of delay– Average delay of 74 min per flight

– Hurricane Dennis remnant in central US– Convective weather along east coast

Page 9: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

Example of Air Traffic Impacts by WeatherWorst Delay – day in FAA history – 13 July 2005

CIWS Precipitation CIWS Echo Tops

Flights at or above 16,000 FeetWestern weather caused by remnant of hurricane Dennis

Page 10: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

CIWS 1-hr Forecast Performance

Correct Forecasts Failed to Forecast GrowthFailed to Forecast Decay

• All significant storm elements forecast very well

Page 11: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

CIWS 2-hr Forecast Performance

Correct Forecasts Failed to Forecast GrowthFailed to Forecast Decay

• Large storms forecast less well - more growth & decay missed

Page 12: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

Reducing Weather Impact Delays

• Recognize some delay is unavoidable– Develop model to calculate optimal routing given weather, traffic– Compare “actual” routing to “optimal” to fairly measure delay

• Improve forecast products– FAA Aviation Weather Research Program is

Improving storm growth & decay in 0-2 hr tactical forecasts Developing automated 2-6 hr strategic forecasts

– Research results directly improve CIWS products

• Aid traffic flow planning in complex weather scenarios– Provide common situational awareness– Couple forecasts with decision support tools

Page 13: (CIWS) - University Corporation for Atmospheric Research _Segment/meyer.pdfCIWS MIT Lincoln Laboratory D. Meyer 10/21/05 Outline • Example of Weather Impacting Air traffic – Impacts

MIT Lincoln LaboratoryCIWSD. Meyer10/21/05

Ongoing Research to Improved Forecasts

Enhanced Winter Forecast Growth of New StormsUse of Satellite Growth Evidence0-2 hr Precipitation Phase Forecast

Snow Mix Rain

Knowledge of Frontal Forcing

Cold Front

Lake BreezeFront

Mountain Clutter

CIWS Winter Mode Forecast