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F/A 18 Jet as a Customer: Energy Conservation Through Demand Management

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F/A 18 Jet as a Customer: Energy Conservation Through Demand Management. M. Dixon, PhD U. Apte , PhD R. Szechtman , PhD C. Gerber, LCDR J. Clark, LCDR. Background. Fiscal austerity throughout the Defense Department - PowerPoint PPT Presentation

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Page 1: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management
Page 2: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Background

• Fiscal austerity throughout the Defense Department– Sequestration projects an annual shortfall of $55B per year through 2021

– Annual Navy budget reduction is $10-15B (~7.8%) per year

• Energy management is now an operational and strategic imperative

• Navy Task Force Energy established the Aviation Working Group to research and propose energy policies.

Reduce fuel consumption without impacting

combat readiness, tactical proficiency, or safety

Reduce fuel consumption without impacting

combat readiness, tactical proficiency, or safety2

Page 3: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Naval Aviation Enterprise

“We are operating in challenging fiscal and operational times, and we must take appropriate action now to ensure the current and future vitality of Naval Aviation. To successfully achieve our missions today and in the future, all Naval Aviation stakeholders must be in sync and focused on the common goals of advancing readiness while reducing costs.” 

Vice Admiral David Buss

Commander, Naval Air Forces

Commander, Naval Air Force, U.S. Pacific Fleet 

April 2013

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Page 4: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Energy Consumption

• In 2010, the US burned 7.1B barrels of fuel, roughly 25% of the world demand. US Gov’t represents 2% of this.

• For every $1 rise in the price of petroleum, the Navy’s fuel bill increases by $31M per year

Primary focus is to reduce non-mission fuel burn. A 4% reduction is equivalent to 21 million gallons, or roughly $85M per year.

Primary focus is to reduce non-mission fuel burn. A 4% reduction is equivalent to 21 million gallons, or roughly $85M per year.

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Page 5: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Naval Aviation Fuel Use• Annual fuel consumption in the Navy is nearly 600M gallons

55% of all Naval Aviation jet fuel is consumed by the F/A-18 Hornet55% of all Naval Aviation jet fuel is consumed by the F/A-18 Hornet

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Page 6: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

F/A 18 as a Customer• Time

– Aircraft maintenance costs $100 per minute

– Fuel burn costs $13 per minute (3.4 gpm)

• Aircraft Fuel Capacity– F/A-18C/D Hornet 1,800 gal

– F/A-18E/F Super Hornet 2,500 gal (28% larger)

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Page 7: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Service System – Ground Operations

Two Refueling Methods

Hot Skids: Engines online Fuel Trucks: Engines offline

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Page 8: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

How is running a Naval Airfield like running a restaurant?

• Hungry customers want food

• Customers all want to eat at the same time

• Customers take different amount of time dining

• Hungry airplanes want fuel

• Pilots all want to land at the same time

• Planes take different amount of time refueling

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Page 9: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

What problems do Naval Airfields and restaurants share?

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Queuing at high demand periods

Page 10: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

What problems do Naval Airfields and restaurants share?

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Excess capacity at low demand periods

Page 11: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Arrival patterns at a restaurant

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Page 12: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Arrival Patterns at an Airfield

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Page 13: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Demand Management Strategies

Shift demand to other periods

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Page 14: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Managing Demand through Arrival Slots

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Question: what are the benefits of a “reservation” arrival policy? • wait time• fuel burned

Page 15: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Discrete Event Simulation

Complexity

•Input from 2,600 flights in August 2012

•Avg of 107 flights per day (0800-1759)

•2 runways, 5 hangars, 16 squadrons

•Multiple post flight processes

Metrics

•Captured fuel consumed (gallons) & time from touchdown to shutdown (or launch)

•Experiments manipulated arrival patterns and ground turnaround time

Simio Simulation Software

•Commercial suite

•Assumed 250 annual fly days

•One replication = One 10-hour fly day representing ops between 0800-1759

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Page 16: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Managing Demand through Arrival Slots

Worst Cases = 11

Most Likelys = 7

Recommendations = 4

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Page 17: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Slot Management Results

42K gallonSavings

42K gallonSavings

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Page 18: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Slot Management Results

$1.2 millionSavings

$1.2 millionSavings

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Page 19: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Slot Management Results

Decrease of 36 seconds on average

Decrease of 36 seconds on average

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Page 20: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Demand Management Strategies

Manage customers expectation for meal duration

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Page 21: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Time between flights is scheduled a priori

Ground turnarounds of less than 60 minute requires hot skid refueling

Ground Turnaround (GT) Time

Wave 1Takeoff

Wave 1Landing

Airborne

GT > 60 minsTruck Refuel

Wave 2Takeoff

Wave 2Landing

GT < 60 minsHot Skid

Airborne

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Hot Skid = Engines On = Burned Fuel = BadHot Skid = Engines On = Burned Fuel = Bad

Page 22: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Ground Turnaround (GT) Time

• Data showed 37% of all ground turnarounds were less than 60m

• Only one F/A-18 mission required ground turnaround less than 60m– Field Carrier Landing Practice (6.5%)

• We developed a few incremental options for the decision maker at 20%, 10%, and FCLP Only

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Question: what are the benefits of restricting customer’s choices?

Page 23: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Ground Turnaround Results

188K gallonSavings

188K gallonSavings

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Page 24: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Ground Turnaround Results

$6.0 millionSavings

$6.0 millionSavings

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Page 25: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Ground Turnaround Results

Shaved over 2 minutes!

Shaved over 2 minutes!

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Page 26: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Demand Management StrategiesAttract the right customers

Or

Know your customers

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Page 27: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Transition Impacts to Fuel Consumption

• Over next 2 years, remaining legacy F/A-18’s transition to the newer F/A-18EF Super Hornet

• We compare current ground operations to those anticipate in 2016.– F/A-18C/D Hornet 1,800

gal

– F/A-18E/F Super Hornet 2,500 gal (28% larger)

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Question: what happens when all our customers are hungrier?

Page 28: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Aircraft Transition Results

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Page 29: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Aircraft Transition Results

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Page 30: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Aircraft Transition Results

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Page 31: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Potential Impact Across All Naval Aviation

• Assuming every flight successfully shaves 2 minutes from their post-flight ground processes…

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$23.0M and 785K gallonsavoided across all Naval

Aviation

$23.0M and 785K gallonsavoided across all Naval

Aviation

Page 32: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

Key Takeaways

• Decrease variation in aircraft arrivals during peak periods by establishing a culture of squadron collaboration at the type-wing level through slot management

• Promulgate a flight scheduling policy restricting ground turnaround time less than or equal to 60 minutes to 10 percent of all missions planned

• Traditional Demand Management techniques can be applied to conserve energy in complex service systems

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Page 33: F/A 18 Jet as a Customer: Energy Conservation Through Demand  Management

More Fight – Less Fuel:Reducing Fuel Burn through Ground Process Improvement

QUESTIONS / COMMENTS

M. Dixon, PhD

U. Apte, PhD

R. Szechtman, PhD

C. Gerber, LCDR

J. Clark, LCDR