assessment of air traffic control for urban air mobility ...– uam and uas operations are...
TRANSCRIPT
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PreliminaryPreliminary
Parker Vascik, Hamsa Balakrishnan, John Hansman
6/27/2018
Massachusetts Institute of Technology
International Conference on Research in Air Transportation
UPC – Castelldefls, Barcelona
Assessment of Air Traffic Control
for Urban Air Mobility and Unmanned Systems
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Preliminary 2Preliminary
Emerging Low Altitude Airspace Operators
Unmanned Aircraft Systems (UAS)
• Hobbyist and commercial use
• Typically <55 lbs
• 900K UAS registered since 2015
• Potentially 4 million by 2021 1
• Remotely piloted or fully automated
Urban Air Mobility (UAM)
• Passenger carrying operations in a metropolitan area
• Potentially 27,000 operations per deployed city by 2025 2
• Human piloted, remotely piloted, or fully automated
Lilium Aviation
2 Moore, M., “Uber Elevate: eVTOL Urban Mobility,” Rotorcraft Business & Technology Summit, 2017.
1 R. D. J. Schaufele, L. Ding, N. Miller, H. A. Barlett, M. Lukacs, and D. Bhadra, “FAA aerospace forecast: 2017-2037,” Washington, DC, 2017.
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Preliminary 3Preliminary
• UAS operations are increasingly common in urban areas and large-scale package delivery is in the works
• Over 75 UAM developers anticipate commencing operations within a decade
• Dozens of novel ATC systems for low altitude airspace management have been proposed
Dramatic Industry and Research Growth
UAS Developers UAM Developers UTM Developers
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Preliminary 4Preliminary
• Address the following:
– what challenges exist for Air Traffic Control (ATC) to
support these new operators and operations
– how may the response by ATC to maintain safety
and efficiency hinder UAS or UAM deployment
– what approaches may exist to overcome these
challenges
Research Objectives
Michael Dwyer/Associated Press© Getty Images/iStockphoto
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Preliminary 5Preliminary
Research Approach
Identify ATC challenges that result from large-scale UAS and UAM deployment
Project potential limitations imposed on operators by ATC to abate challenges
Decompose ATC challenges to identify the mechanisms that drive them
Evaluate opportunities that influence these mechanisms and relieve the ATC challenge
Tnooz.com
FAA
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Preliminary 6Preliminary
Case Study Approach to Identify Constraints in
UAM/UAS System Operations (LAX, BOS, DFW)
2. Defined Reference Missions
3. Applied Notional ConOps* to Each Mission1. Identified Promising Markets
• Current helicopter charter services
• US census and commuting data
• Housing market data
4. Identified Operational Challenges in Missionswww.trulia.com
US Census Bureau OnTheMap
Nelson & Rae
O – Malibu origin
X – Century City destination
Figure 1. Malibu to Century City flight profile development.
O – Malibu origin
X – Century City destination
water route
direct route
increased speed route
© 2016 GoogleData LDEO-Columbia, NSF, NOAASIO, NOAA, U.S. Navy, NGA, GEBCOImage Landsat/Copernicus
*ConOps assessed conventional technologies as well as electric propulsion and pilot automation
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Preliminary 7Preliminary
1. Increased Number of Operations• The NAS supports 200,000 GA and 7,000 commercial aircraft annually
• UAS and UAM fleets are projected to be 20x larger than this by 2021• The ATO supports 44,000 flights per day nationally
• Uber predicts it will conduct up to 27,000 flights daily in a single city by 2025
2. Increased Density of Operations• Voice communication untenable at such densities (workload, spectrum, tail #)• Datacomm communications would likely require automated handling • Primary/secondary radar systems (including ADS-B) will become saturated• Separation minima or see and avoid requirements may not support flight densities
3. Lower Altitude Operations (<3000ft)• Surveillance and navigation systems provide poor coverage• GPS vulnerable to multipath, urban canyon impacts and jamming
4. Heterogeneity in Pilots, Automation, and Aircraft• Increasing pilot automation challenges interface with ATC• Mixed levels of equipage, aircraft performance, and pilot training
ATC Challenges from UAM/UAS Operations
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Preliminary 8Preliminary
ATC Challenges from UAM/UAS Operations
Challenge for current-day ATC
Significantly increased number
of operations
Significantly increased density
of operations
Operations at altitudes below
3000ftHeterogeneity in
equipage, piloting, and automation
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Preliminary 9Preliminary
ATC Challenges from UAM/UAS Operations
Challenge for current-day ATC
Significantly increased number
of operations
Significantly increased density
of operations
Operations at altitudes below
3000ftHeterogeneity in
equipage, piloting, and automation
ATC limitations on UAM/UAS operations
What limitations may ATC impose on UAM and UAS operators in order to avoid safety or efficiency impacts from these challenges?
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Preliminary 10Preliminary
Potential ATC Limitations for UAM/UAS
Operations
Airspace Demand
Traffic Volume
Airspace Practical Capacity
Volume = Capacity?
Implement Traffic Mgmt.
Initiative
Structural FactorsDesign and ConOps
Demand Adjustments Capacity Adjustments
Human FactorsWorkload
• An ATCo will seek to resolve overcapacity issues from UAM and UAS either by reducing demand or increasing capacity
• Both approaches, or inaction, imply a set of limitations for UAM and UAS operators
R. DeLaura. Oral Presentation. October, 2017. J. Krozel, J. S. B. Mitchell, V. Polishchuk, and J. Prete, “Maximum flow rates for capacity estimation in level flight with convective weather constraints,” Air Traffic Control Q., vol. 15, no. 3, pp. 209–238, 2007
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Preliminary 11Preliminary
If ATC implements demand adjustments, UAM and UAS
operators may:
1. Experience ground delay
– Nearly all Traffic Management Initiatives (TMIs) can cause
ground delay if implemented before takeoff
– UAM and UAS operations are especially susceptible to
ground delays due to the short range of their missions
2. Experience airborne delay
– Numerous TMIs can cause holding, rerouting, or reduced
speed flight
– Due to short range of operations, UAM and UAS operations are unlikely to experience significant airborne delay as
planning horizons and uncertainty are small
Potential ATC Limitations for UAM/UAS
Operations
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Preliminary 12Preliminary
If ATC implements capacity adjustments, UAM and UAS
operators may:
3. Increase financial burden on ANSPs and operators
– An ANSP can increase airspace capacity through a variety
of staffing, airspace redesign, and technological means
– These may result in additional aircraft equipage, or higher
fees for service
4. Experience rationing of ATC services to prioritized users
– Aircraft with higher performance levels and equipage
effectively increase ATC capacity
– ATC may resort to a best equipped, first served model
– CFR §107.37 already gives all other airspace users total
priority over small (<55lb) UAS
Potential ATC Limitations for UAM/UAS
Operations
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Preliminary 13Preliminary
If ATC fails to effectively balance demand and capacity,
UAM/UAS operators may:
5. Be unable to access controlled airspace
6. Experience a reduction of flight safety where ATC
services are not provided
Potential ATC Limitations for UAM/UAS
Operations
43% of the densely populated LA Basin
is beneath surface level ATC (yellow)
TFRs for sporting events prohibit flights
in Boston for up to 100 days a year
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Preliminary 14Preliminary
Summary of Potential ATC Limitations for
UAM/UAS Operations
Challenge for current-day ATC
Significantly increased number
of operations
Significantly increased density
of operations
Operations at altitudes below
3000ftHeterogeneity in
equipage, piloting, and automation
Inability to access airspace
Airborne delay Ground delay
Reduction of flight safety
ATC Limitations on UAM/UAS Operations
Increased financial burden
Rationed ATC services
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Preliminary 15Preliminary
Decompose ATC Challenges to Identify
Mechanisms that Drive Them
Significantly increased number
of operations
Significantly increased density
of operations
Operations at altitudes below
3000ftHeterogeneity in
equipage, piloting, and automation
ATC scalabilitychallenge
ATC scalabilitychallenge
ATC scalabilitychallenge
ATC service challenge
• The main, high-level ATC challenge UAM and UAS
operations create is a scalability challenge
• Scalability in this presentation refers to the ability of ATC
to provide efficient services to increasingly more aircraft
in a region
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Preliminary 16Preliminary
Airspace Practical Capacity
Influence Diagram
Sector Practical Capacity
Separation Standards
Controller and Pilot Workload
Airspace and Route Design
Human FactorsStructural Factors
Practical capacity is the number of operations that can simultaneously be accommodated within an airspace sector while accruing no more than a specified amount of average delay (i.e. a carrying capacity)
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Preliminary 17Preliminary
Airspace Practical Capacity
Influence Diagram
Each orange “factor” acts through a blue “mechanism” to influence the practical capacity of an airspace, and thus the scalability of ATC
Sector Practical Capacity
Special Use Airspace
Separation Standards
Controller and Pilot Workload
Traffic Mix & Sequencing
Weather
Airspace and Route Design
CNS Capabilities
Community Acceptance
Airspace Geometry
Staffing
ATC ConOps routes, procedures
Human FactorsStructural Factors
Decision Support
automation
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Preliminary 18Preliminary
Sector Practical Capacity
Special Use Airspace
Separation Standards
Controller and Pilot Workload
Traffic Mix & Sequencing
Weather
Airspace and Route Design
CNS Capabilities
Community Acceptance
Airspace Geometry
Staffing
ATC ConOps routes, procedures
Human FactorsStructural Factors
Decision Support
automation
Evaluate Opportunities to Influence Mechanisms
and Increase ATC Scalability
Each factor was evaluated to identify opportunities that may influence the mechanisms and increase ATC Scalability
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Preliminary 19Preliminary
• Some airspace may not be accessed by en-route UAM aircraft due to:– Protected airport/TOLA procedures and airspace
– Building/terrain obstacle clearance requirements
– TFR/geofence airspace
– Inclement weather
Central Boston Helicopter Chart Available Airspace Mapping 800-1000ft
Needham Towers
Harvard Stadium TFR
(time dynamic)
Prudential & Hancock Bldgs.
Financial District
Smoke Stacks
Logan Airport
Logan Procedure
Airspace Geometry and SUALow Altitude Airspace Availability
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Preliminary 20Preliminary
Airspace Geometry and SUANew York SFRA
LGA Class B
EWR Class B
FAA
Creation of non-serviced airspace
“cutouts” from controlled airspace
has been shown to support high
densities of VFR operations
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Preliminary 21Preliminary
Airspace Geometry and SUAFAA Low Altitude Advanced Notification Capability (LAANC)
Boston FAA LAANC Facility Map UAV Authorization from Airmap.io
No Flight
<50 ft
<100 ft
<150 ft
Logan Intl. Airport
Hospital Heliports
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Preliminary 22Preliminary
Airspace Geometry and SUA
Boston ARTCC Low Altitude Sectors
• Sector capacity is typically limited by controller workload, so smaller sectors are designed to increase regional capacity
• Dynamic sectorization schemes have limited benefits for UAM/UAS as the number of operations is likely to surpass the pooled capacity of all sectors in the region
UAM Range
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Preliminary 23Preliminary
Sector Practical Capacity
Special Use Airspace
Separation Standards
Controller and Pilot Workload
Traffic Mix & Sequencing
Weather
Airspace and Route Design
CNS Capabilities
Community Acceptance
Airspace Geometry
Staffing
ATC ConOps routes, procedures
Human FactorsStructural Factors
Decision Support
automation
Evaluate Opportunities to Influence Mechanisms
and Increase ATC Scalability
Each factor was evaluated to identify opportunities that may influence the mechanisms and increase ATC Scalability
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Preliminary 24Preliminary
Community Acceptance
• Aircraft noise the primary community acceptance issue
• Can limit airspace and route design (i.e. Sky Harbor, Logan)
• Technological, operational and public relations opportunities
exist to boost acceptance
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Preliminary 25Preliminary
Sector Practical Capacity
Special Use Airspace
Separation Standards
Controller and Pilot Workload
Traffic Mix & Sequencing
Weather
Airspace and Route Design
CNS Capabilities
Community Acceptance
Airspace Geometry
Staffing
ATC ConOps routes, procedures
Human FactorsStructural Factors
Decision Support
automation
Evaluate Opportunities to Influence Mechanisms
and Increase ATC Scalability
Each factor was evaluated to identify opportunities that may influence the mechanisms and increase ATC Scalability
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Preliminary 26Preliminary
Communications
• Data Communications
– Reduce pilot and controller workload
– VDL link limited to line of sight communications
• Cellular Network Communications
– Near ubiquitous urban-area coverage
– Handle traffic orders of magnitude above aviation networks
– Long distance line-of-sight signal propagation challenge
– Insufficient availability, integrity, and infrastructure hardening
Communication, Navigation and Surveillance
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Preliminary 27Preliminary
Navigation
• Performance Based Navigation (PBN)
– Enables closer route spacing, point to point nav, and
operations nearer to obstacles
– High integrity requirement (10-5 excursions per hour) may
remove controller surveillance workload
– High costs of equipping aircraft and implementing infrastructure
– Potential for GPS jamming and spoofing at low altitudes
Communication, Navigation and Surveillance
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Preliminary 28Preliminary
Potential Benefits of Aircraft Routing through
PBN-Inspired Capabilities
Simultaneous helicopter and airport arrivals not possible due to large required containment boundaries
Approach Centerline
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Preliminary 29Preliminary
Potential Benefits of Aircraft Routing through
PBN-Inspired Capabilities
Approach Centerline
RNP AR Containment Boundaries
Reduced containment boundaries of RNP AR, as well as support for precision turns may better contain commercial operations and provide ATC with flexibility to support ODM operations
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Preliminary 30Preliminary
Surveillance
• Particularly challenging for UAS and UAM operations
• Primary radars
– Line of sight limitations limit coverage in many regions of interest
– Resolution of small UAS targets
• Transponders
– Insufficient channels to function as secondary radar source
• ADS-B
– Potential signal saturation
– Opportunity for non-participation
– Vulnerable to jamming, insertion, deletion
– Relied upon by UAM operators and Google Project Wing
Communication, Navigation and Surveillance
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Preliminary 31Preliminary
Sector Practical Capacity
Special Use Airspace
Separation Standards
Controller and Pilot Workload
Traffic Mix & Sequencing
Weather
Airspace and Route Design
CNS Capabilities
Community Acceptance
Airspace Geometry
Staffing
ATC ConOps routes, procedures
Human FactorsStructural Factors
Decision Support
automation
Evaluate Opportunities to Influence Mechanisms
and Increase ATC Scalability
Each factor was evaluated to identify opportunities that may influence the mechanisms and increase ATC Scalability
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Preliminary 32Preliminary
ATC Separation RequirementsFor IFR Terminal Area Operations
Aircraft Involved
Lateral Separation Req. Vertical Separation Req.Longitudinal
Separation Req.
IFR to IFRAll classes
IFR to VFRClass: B,C
IFR to Obstruction
-
IFR to Edge of Adjacent
Airspace- -
3 NM
1000 ftup to 8 NM
Radar Target Resolution
500 ftup to 8 NM
3 NM
1000 ft
3 NM1.5
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Preliminary 33Preliminary
Separation Standards
IFR Separation (3NM)RNP 0.5RNP 0.3 (copter)RNP 0.1 240’ containment (RNP 0.02)
• Separation minima for
IFR operations prohibit
high density UAM
operations in Boston
• Current IFR Boston
MedFlight operations
into Mass General shut
down Logan
operations
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Preliminary 34Preliminary
Separation Standards
Separation minima avoid aircraft conflicts by allowing for
inaccuracies the navigation system and surveillance, the
pilot or autopilot, and the communication system
SURVEILLANCE UNCERTAINTY
MINIMUM SEPARATION STANDARD
CONTROLLERS PERSONAL SAFETY BUFFER
PROCEDURAL SAFETY BUFFER
HAZARD ZONE
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Preliminary 35Preliminary
Separation Standards
Separation minima were developed based on radar accuracy/resolution
(e.g. 1950s for en route radar)
CNS has improved, but separation minima have not changed; the procedural safety buffer has therefore implicitly increased and become embedded
GPS and improved radar (CNS) have reduced position and timing uncertainty
(e.g. modern en route radar)
A constant separation standard
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Preliminary 36Preliminary
Sector Practical Capacity
Special Use Airspace
Separation Standards
Controller and Pilot Workload
Traffic Mix & Sequencing
Weather
Airspace and Route Design
CNS Capabilities
Community Acceptance
Airspace Geometry
Staffing
ATC ConOps routes, procedures
Human FactorsStructural Factors
Decision Support
automation
Evaluate Opportunities to Influence Mechanisms
and Increase ATC Scalability
Each factor was evaluated to identify opportunities that may influence the mechanisms and increase ATC Scalability
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Preliminary 37Preliminary
Controller Workload
• São Paulo “helicontrol” area was limited to 6 simultaneous
helicopter operations until April, 2018– Contains over 200 heliports and conducts on average 800 movements per day
• Boston helicopter traffic is primarily managed as a secondary
responsibility of a local tower controller. – Impact of Medevac in low IFR Conditions
AISWEB SkyVector
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Preliminary 38Preliminary
Staffing and Decision Support
• Airspace capacity is highly sensitive to controller staffing and
decision support
• Oshkosh and Silverstone provide evidence of super-high
throughput VFR operations
• Challenges include cost and a potential reduction of safety
FAA OPSNET
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Preliminary 39Preliminary
• The anticipated scale of UAM/UAS operations is
unsupportable through the current ATC ConOps
• ATC may hinder UAM/UAS operations through delays,
fees, rejected entry, discontinued service, and other
actions
• Three key mechanisms determine ATC capacity in an
airspace
– Separation Standards: restrictive in IMC, for airport procedures,
and aircraft with large wake vortex separation
– Airspace and Route Design: restrictive at low altitudes in
proximity to TFRs, SUAs, obstructions, or geofences
– Controller and Pilot Workload: restrictive in controlled airspace
or uncontrolled, congested airspace
Summary