Page 1
1Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Planning and Executing an
Integrated Test Strategy for
Complex Aerospace SystemsLockheed Martin Perspective
Ming ChangSeptember 11, 2012
Page 2
2Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Insight to Successful Complex System
Development
• Successful system development is dependent
on understanding system requirements
− Clarity of the requirements
− Achievable requirements
• Feasible design (closed concept) with which to
start Preliminary design
− Affects of design choices
− Affects program cost and schedule
• Early identification of risks
− Defines Trade studies
− Defines test and validation program
Page 3
3Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Flight Vehicle Systems Life Cycle
Cost
Life Cycle Costs are Locked in During the Up-Front Design & Development Process
Page 4
4Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Top Level Perspective of LM T&E for
Flight Vehicle Systems
CD PD EMD/FSD DT&E/OT&EOper.TRL 2-3
SRR SRDPDR CDR FRR
Typical Activities• Operational
need/Requirements
definition
• Concept trades
• Concept sizing &
design
• IRAD activity
adaptation &
transition
• System downselect
• Initiate M&S
• Diagnostic testing
• Coupon testing
• Risk ID
Needed Additional
Activities
• In-depth trade
studies
• Utilize DoD
Willoughby templates
as guidelines
Product
Feasible DesignProduct
Matured Design
Typical Activities• Requirements
definition & refinement
• Trade studies
• Concept sizing &
refinement
• IRAD transition
• Component testing
− Bench test
− Coupon test
• M&S development
• Preliminary testing
− WT test
− Engine test
• Risk assessment &
mitigation plan
• FT planning
• Ground test planning
• SIL & HIL test
planning
• Initiate Willoughby
template process
TRL 4-5 TRL 6-7 TRL 8-9Cert.
Typical Activities•Concept development &
refinement
• Trade studies
• Risk analysis and management
• IRAD transition
• Configuration control
• M&S refinements & updates
− Aerodynamic
− Propulsion
− Mass properties
− …
• Development testing
− WT test
− real time simulation
• Risk assessment & mitigation
plan
• Detailed FT planning
• Ground test
• Component/subsystem test &
integration
• SIL & HIL test
• Willoughby template process
Product
Drawing Release
Product
System Certification
Typical Activities• FT execution
• M&S refinements/updates &
validation
− Aerodynamic
− Propulsion
− Structural
− Mass properties
− …
• Performance updates
• Envelope expansion and
validation
• System certification testing
Page 5
5Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Basic Steps of Controls System
Development
• Requirements
• System Level
• Software
• Hardware
• Interface
• Design
• System Architecture
• Software Mechanization and Models
• CPU and I/O hardware Schematics
• Bus Topology and Payload definition
• Implementation
• System Model
• Code or S/W Model
• H/W manufacture
• Bus Model
• Integration
• System Level integration
• Software/Hardware Integration
• S/W Model autocode to Hardware
Integration
• Bus Integration
• Test
• System Level V&V
• Software Level V&V
• Hardware Qual Testing and SOF Testing
• Interface V&V
Page 6
6Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Flight Control / VMS V&V
Model V&V •Control Power V&V
•Control Law V&V (Stability, Performance, Robustness)
•Functional V&V (Model Checking: FM, RM, IM, BIT, CLAW Modes)
Software V&V•Unit/Component Test
•Hardware/Software Integration (HSI)
Hardware V&V•Qualification Test (Safety of Flight)
•Aircraft Integration
System V&V•Standalone (Static)
•Integrated (Dynamic)
•Failure Modes and Effects Test (FMET)
DISCIPLINE
S&C
CLAW
SYS
SW
HW
TEST
V&V TYPE
V&V is Pervasive Throughout Entire System Development Process
Page 7
7Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Flight Control Development &
Certification Summary• Safety has been first and foremost since the introduction of Software into Flight Control
Systems
– Safe System Development and Operation are the Result of:
• Certification Process
• Team Experience and Drive
• Resource Availability
• Management Practices and Commitment
• Appropriate Tools, Methods, Processes, Technology
– SOF Certification is accomplished on all LM Aero programs via our In-house processes
• Following Appropriate Design Processes
• Working with Air-Worthiness Criteria throughout the process
• Independent Standalone Validation
• Integrated System Test
• Failure Modes and Effects Testing
• Process is Critical to our Approach
– Based on previous Mil-Stds (e.g. 2167) and Commercial Processes ( e.g. SEI Level 4)
– Current Customer Air Worthiness Standards
– Matured with Key in-house elements
Success Enabled by Maintaining “Cradle-to-Grave” Mentality and Culture
Page 8
8Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Software V&V
Inte
gra
tion
& V
erific
atio
n/V
alid
atio
n
Software Code
Build, Code, Unit Test
Software code and unit test
Component Inspection and Test
Software inspection and test,
modeling and simulation, system
integration lab testing of components
Software Test Reports
System Integration
Subsystem/Configuration item qualification,
modeling & simulation and system
integration lab testing, verify specification
requirementsSystem Integration / Qual Test Reports
Integrate,
Fix, Test
Integrate,
Fix, Test
System Verification Reports
System Verification
Developmental test & evaluation ground
test,
verify integrated system meets
specification
Integrate,
Fix, Test
System Validation
Transition to operational test & evaluation
to validate system performance against
user needs
Operational Assessments
Integrate,
Fix, Test
Unit Test Design
Component Test Design
Integration Test Design
System Functional Design
System Performance
Page 9
9Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Hypersonic Vehicle Structural
Modeling Process
Basic
geometry
Basic geometry
Configuration
Initial System
and Structural
LayoutStructural FEM
External Loads
Model
Time dependent
thermal results
Thermal FEM
Time dependent
external loads
Bending Moment Versus Buttline Station
-100.0E+3
000.0E+0
100.0E+3
200.0E+3
300.0E+3
400.0E+3
500.0E+3
600.0E+3
-150 -100 -50 0 50 100 150
Buttline (inches)
Ben
din
g M
om
en
t (i
n-l
bs)
Shear Versus Buttline Station
-10.0E+3
-8.0E+3
-6.0E+3
-4.0E+3
-2.0E+3
000.0E+0
2.0E+3
4.0E+3
6.0E+3
8.0E+3
10.0E+3
-150 -100 -50 0 50 100 150
Buttline (inches)
Sh
ear
(lb
s)
Shear Versus Fuselage Station
-10.0E+3
-5.0E+3
000.0E+0
5.0E+3
10.0E+3
15.0E+3
20.0E+3
0 100 200 300 400 500 600 700
Fuselage Station (inches)
Sh
ear
(lb
s) Bending Moment Versus Fuselage Station
-900.0E+3
-800.0E+3
-700.0E+3
-600.0E+3
-500.0E+3
-400.0E+3
-300.0E+3
-200.0E+3
-100.0E+3
000.0E+0
100.0E+3
0 100 200 300 400 500 600 700
Fuselage Station (inches)
Ben
din
g M
om
en
t (i
n-l
bs)
Combines:
1) Structural Arrangement with
2) Mission segment thermal
results, and
3) Mission segment external
loads
Basic geometry and
structural arrangement
Structural Design
Criteria
Results
1) Improve weight estimates
2) Internal loads
3) Direction for refined design
Page 10
10Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Hypersonic Vehicle Key Features
Layout for Study
Engine(s) at lower
mid-fuselage
Fuel tanks
Avionics/Subsystems
Additional Subsystems
•The vehicle finite element model captures all key elements of the vehicle
layout for structure optimization:
•Fuselage/engine integration
•Fuel tank integration
•All subsystems and thermal balance
•Provisions for cargo
•Control surfaces and fuselage integration
• Integration of the overall vehicle stiffness contributions from the various
vehicle elements (listed above) is essential and critical for modeling and
simulation of the vehicle’s overall structural response
Page 11
11Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Conclusion
• Flight Safety is foremost for any ADP program
• Validation is a continuing process throughout
the program
− WT testing: diagnostic, exploratory &
production
− Structural: component/coupon testing,
indepth FEM modeling
− Unit Testing for VMS software
• Verification
− Real time simulations
− Pilot in loop simulation
− Integration testing with SIL & HIL
Page 13
13Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
BACK UP CHARTS
Page 14
14Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Hybrid Aircraft Demonstrator Program
On-Board Weather
Monitoring & Route Planning
High Strength Fabrics
Air Cushion
Landing System
Thrust Vectoring
Propulsion
• 80% Lift From
Buoyancy
• 20% Lift From Aero
• Extremely Efficient
Transportation
Benefits of Hybrids• Direct Delivery
to Objective
• Land in Austere
Environment
• Decreased Fuel
Consumption
• Increased Payload
Hybrids Transform Transportation
Page 15
15Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Hybrid Airship Path Forward
2006 2013 2014-15First
Flights2016-18
• Tech Demonstrator
• 120’ Long, Piloted
• Full Vectored Thrust
• Digital Flight Control
• Hover & Grip ACLS
• Specialty Lift / ISR
• Remote Access
Missions
• Full Vectored Thrust
• Digital Flight Control
• Hover & Grip ACLS
• Scalable to Heavier Lift
• Tactical Operations
• 50+Ton Payload
• 2000nm Range
• Remote Operations
• Take-Off & Landing From
Unimproved Land or Sea
• Low Operating Costs
(Under A/C)
• Strategic Operations
• 500+Ton Payload
• 6000nm Range
• Ocean-Going
Containerized Freight
• Brigade Scale Military
Deployments
• Take-Off & Landing
From Unimproved
Land or Sea
• Low Operating Costs
(Near Ships)
• Global Reach Ops
• 20 Ton Short
Haul Lift Missions
• Persistent ISR
• Global Heavy Lift
• Units of Action From
CONUS Direct to Objective
• Rapid Sealift – Over Land!
• Port Independence
• Regional/Tactical Lift
• Direct Delivery to
Objective Transport
• Fleet Re-Supply
• Search & Rescue
• Tech Risk Reduction
• Cost/Schedule
Scaling & Proof
Page 16
16Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
The World’s View
To most of the world, P-791 appeared in January 2006, when this video appeared
on YouTube
For us at Lockheed Martin, the idea started more than a decade earlier…
Page 17
17Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
P-791 Program Approach
Minimum Size for Similarity to Operational Vehicle
Low Cost
Off-the-shelf Components Wherever Possible
Complete in ~ One Year
Programmatic
Focus On Key Risk Drivers
Enable Validation Key Parametric Variables In System Model
Size Vehicle To Replicate All Critical Functionality
Technical Demonstrate Ground Ops
Without Line Handlers
Evaluate Flyability
Evaluate Control Interface
Develop Ops Procedures
Operational
Page 18
18Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Envelope Shaping
• Blend of Aerodynamic and Buoyant Lift
• Evaluated numerous fully smoothed (rigid structure) and lobed
(non-rigid) complete preliminary design configurations
(Aerocraft 1997-2001)
• Non-rigid by far the lightest (and least costly) at all scales
• Lobed shapes integrated best at 3 lobes
• Lofting for minimum weight and reasonable aerodynamics is
tricky
Page 19
19Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Envelope Design – Aero Shaping
• Shapes that look very similar have
vastly different aero properties
• Small changes to aft region can
multiply drag by 3-4 times if not
considered carefully
• Aft propellers have limited effect in
reducing separated flows and extra
weight not offset by fuel savings
Baseline Profile TE Down 5ft
TE Down 8ft TE Down 10ft
CATIA lofts run through rigorous aerodynamics
modeling for performance validation
First pass for pressure forces via QuadPan (inviscid)
Detailed passes with full Navier-Stokes solver to detail
viscous effects, separation regions, propeller
influences, etc
Page 20
20Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Vehicle Level Analysis - Structures
• Tensys Numeric Model
– Original Model
Created for 410
Configuration
– 501 and 502 Updates
• Load Cases
– Flight Conditions
– Landing Dynamics
• Criteria
– FS = 4.0 Global
• Results
– Positive Margins for
Selected Fabric
– Sufficient Stiffness for
Tail Loads
HOOP STRESS
LONGITUDINAL STRESS
Page 21
21Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Structural Integration Examples
(Non-Propulsion)
Gondola
Lacing Track
Air Cushioned
Landing System Pads
Horizontal StrakesTiedown Point
Page 22
22Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Air Cushion Landing System (ACLS)
ACLS system used for
takeoff/landing, taxi and parking
ACLS allows operations on
unimproved surfaces including
snow, ice, and water
ACLS has both taxi and grip modes
and is fully retractable
Low plenum pressure (<0.3 psi)
Grip tested in 25 knot winds
ACLS Pad in Grip Mode ACLS Pad in Hover Mode
Page 23
23Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Test Rig and Model Pad
• One of a kind test rig
• Allows variable pad weight and inertia, with full 360°rotation capability to simulate real landing cases
• Fully integrated high speed data acquisition system
Page 24
24Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Yaw
Pitch
Thrusters
Yaw
Pitch
Thrusters
Yaw
Pitch
Thrusters
Thruster Design / Description• Thrust
– 480 lb (Sea Level Static, Uninstalled)
– Directable To ±90° In Yaw, ±90° In Pitch
– Nominal Rate of 45°/s
• Systems
– Engine
• 100 hp Four Cylinder Two-StrokeHirth F-30-ES; Fan Cooled
– Propeller
• 60”, 3 Blade, Fixed Pitch Powerfin Prop
– “Pusher” Configuration
– Actuation
• Moog Rotary Electromechanical Actuators
• Volz DA 20-30-4124 Servos For Throttle Control– Control - Thruster Control Unit (TCU)
• Embedded PC-104 Computer
• Commands from VMC via RS-422
• Controls Yaw & Pitch Gimbal Actuators, Throttle Servo
• Hardware Design, Software Provided by VMS
– Instrumentation
• Grand Rapids Avionics Engine Monitoring/ Instrumentation System (CHT, EGT, RPM, Fuel Pressure)
• Two Triax Accelerometers on Engine
• Vertical Axis Accelerometer on Lower Engine Mount Yaw Axis
Pitch
Axis
Forward Mount
Thruster
Unit
Thrust Vector
Requirements
Shown Here At:
+90° Yaw,
0° Pitch
Page 25
25Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Thruster Test Rig
Design start –
Jan 05
4 thrusters ATP’d
and installed
Dec. 05
Page 26
26Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
Pilot-in-the-Loop Simulator
Complete Buoyant
Physics 6-Degree-of-
Freedom Simulator
Built Specifically for
and Dedicated to
Hybrid Airship
Development
Gives Unique Insight
Into Handling Qualities
in Stressing Maneuvers
and Conditions (Stage
III turbulence, etc)
Page 27
27Copyright © 2012 by Lockheed Martin Corporation. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission
P-791 Changed the Game for
Hybrid Aircraft• Five Years Ago, Quietly, P-791
Validated All Technologies Required for
Hybrid Aircraft
• P-791 Provided Data Critical to
Validating Design and Analysis Tools
• P-791 Verified Safe Piloted Operations
of a Hybrid Aircraft
Primarily as a result of the P-791
success, Lockheed Martin
became convinced of the
feasibility of Hybrid Aircraft
and will design, build, certify
and stand behind operational
Hybrid Aircraft serving a
variety of customer needs