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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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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
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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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.
4
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
5
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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Service System – Ground Operations
Two Refueling Methods
Hot Skids: Engines online Fuel Trucks: Engines offline
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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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What problems do Naval Airfields and restaurants share?
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Queuing at high demand periods
What problems do Naval Airfields and restaurants share?
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Excess capacity at low demand periods
Arrival patterns at a restaurant
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Arrival Patterns at an Airfield
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Demand Management Strategies
Shift demand to other periods
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Managing Demand through Arrival Slots
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Question: what are the benefits of a “reservation” arrival policy? • wait time• fuel burned
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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Managing Demand through Arrival Slots
Worst Cases = 11
Most Likelys = 7
Recommendations = 4
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Slot Management Results
42K gallonSavings
42K gallonSavings
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Slot Management Results
$1.2 millionSavings
$1.2 millionSavings
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Slot Management Results
Decrease of 36 seconds on average
Decrease of 36 seconds on average
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Demand Management Strategies
Manage customers expectation for meal duration
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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
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?
Ground Turnaround Results
188K gallonSavings
188K gallonSavings
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Ground Turnaround Results
$6.0 millionSavings
$6.0 millionSavings
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Ground Turnaround Results
Shaved over 2 minutes!
Shaved over 2 minutes!
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Demand Management StrategiesAttract the right customers
Or
Know your customers
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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?
Aircraft Transition Results
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Aircraft Transition Results
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Aircraft Transition Results
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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
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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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