dr. michael s. mccoy/incose_091707/ pg 1 introduction to system of systems dr. michael s. mccoy...
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Dr. Michael S. McCoy/INCOSE_091707/ pg 1
Introduction to System of Systems
Dr. Michael S. McCoyBoeing Technical Fellow
17 September, 2007
Dr. Michael S. McCoy/INCOSE_091707/ pg 2
What is A System?
A A System System is a is a collection of entities, elements, or collection of entities, elements, or components, e.g., people or machines, that act and components, e.g., people or machines, that act and interact together toward the accomplishment of some interact together toward the accomplishment of some logical end. logical end. • A system performs one or more functions.• A system is composed of interacting components.• A system performs functions not performable by its components.• A system has a boundary, separating it from everything else.
-- These are systems --
Small-scale Hardware
Large-scale Hardware People & Organizations
Dr. Michael S. McCoy/INCOSE_091707/ pg 3
What is A System of Systems?
A A System of Systems (SoS) System of Systems (SoS) is a “super-system” made is a “super-system” made up of elements – each of which is itself a complex, up of elements – each of which is itself a complex, independent system -- that interact to achieve a independent system -- that interact to achieve a common goal.common goal.
-- Are These SoS? --
Major League Baseball
• SoS elements (i.e., the systems) can and do operate independently.• An SoS evolves – functions are added/removed/changed with experience.• An SoS exhibits emergent behavior not attributable to any element (system).• An SoS is geographically distributed – elements exchange information only.
International Air TravelJoint Theater Ops
Hardware
Dr. Michael S. McCoy/INCOSE_091707/ pg 4
System of System Design ExampleObjective
Describe an analytical process used to optimize assets, performance, cost and planned expenditures to integrate, revitalize and modernize a System of System Force Structure.
Dr. Michael S. McCoy/INCOSE_091707/ pg 5
Areas of Application
• Integrated Deepwater System – Optimize and rejuvenate the force structure of the U. S. Coast Guard
• Future Combat Systems – Define an optimal Brigade Force structure
• P8A – Integrating a new aircraft into the fleet• SBINet- Determine optimal coverage and coordination
between sensor, communications, C2.• General Navy Applications – formation of a carrier task
force• Air Force Applications – formation of an air wing
Dr. Michael S. McCoy/INCOSE_091707/ pg 6
• Threat Definition• C4ISR Information Flow• Asset Roles• Scenario Definition
• Decision Aiding Algorithms• Command & Control Architectures• Communication Links and Protocols• Logistics Infrastructure• Common SW Architecture/Modules
• Risk Assessment• Acquisition Cost• O&S Cost• Logistics & Training Cost• Total Ownership Cost
Requirements Requirements Generation & Mission Generation & Mission
AnalysisAnalysis
Analysis of Alternatives, Analysis of Alternatives, Technology Insertion, & Technology Insertion, & Collaborative Innovation Collaborative Innovation
PlanPlan
System of Systems Analysis, System of Systems Analysis, Plan Synthesis, & Plan Synthesis, &
Risk AnalysisRisk Analysis
Technology & Technology & Acquisition PlanningAcquisition Planning
Test & EvaluationTest & Evaluation
CONOPS DevelopmentCONOPS Development
Develop Capability NeedsDevelop Capability Needs
SpiralSpiralDevelopmentDevelopment
Network Centric Operations Enable Systems of SystemsNetwork Centric Operations Enable Systems of Systems
Requirement Generation.•Mission Identification/analysis•Mission Scenarios Definitions•Rules of Engagement•Target Analysis•Asset Analysis•Info Requirements/Sources•Threat Assessment•C4ISR Information Flow
Analysis Approach
Dr. Michael S. McCoy/INCOSE_091707/ pg 7
Typical Force Structure
Objective is to replace all assets and schedule the implementation.
Replacing• 44 cutters• 49 patrol boats• 46 patrol aircraft• 112 helicopters• 70 shore Command and
Control stations Upgrading• Communications• Logistics Infrastructure
Dr. Michael S. McCoy/INCOSE_091707/ pg 8
U S Coast Guard Primary Missions
DetailedMission
Area
DetailedMission
Area EnvironmentalOperations
Foreign VesselInspection
DeployedPort Operations
Lightering ZoneEnforcement
Maritime InterceptOperations
AlienMigrant Interdiction
Operations
General DefenseOperations
General LawEnforcement
Search andRescue
Drug Interdiction
InternationalIce Patrol
MaritimePollution
LivingMarine Resources
Enforcement
AlienMigrant Interdiction
Operations
General DefenseOperations
General LawEnforcement
Search andRescue
Drug Interdiction
LivingMarine Resources
Enforcement
Dr. Michael S. McCoy/INCOSE_091707/ pg 9
Mission Decomposition Example
Execute Smuggling Mission
Search &Detect Targets
Process Target Track
Intercept Target
ProsecuteTarget
CorrelateTarget Track
Fuse withTrack List
Sort & PrioritizeTrack List
Assign AssetTo Target
CommunicateTarget Assignment
Dr. Michael S. McCoy/INCOSE_091707/ pg 10
Process &Communication
Search &Detect
Intercept
Prosecute
3-1 ProsecuteIn
Distress
RET
COMM
MaritimeSafety Tgt
Law Enforce
Tgt
US Reg
Foreign Reg
“Go-Fast”
RAFT
COMMProsecutePermitted
COMM
ProsecutePossible
RET
3-2
FVI
LZE
MARPOL(Vessel)
MARPOL(Debris/Poll.)
3-2Select
ProsecutionAsset
COMMArrive
Tgt LOC
Transit Prosecution Asset
to Tgt LOC
End Transit
RET
COMM
COMM 4-1
N
Y
Y
N
N
YCan
ID Asset Prosecute
Maintain Presence
Mission Flow Analysis
Dr. Michael S. McCoy/INCOSE_091707/ pg 11
Mission Analysis Example
Task Information Required OutputMeasure of
EffectivenessPrimary
Responsibility1 CTU on Patrol in AOI Current Assigned AOI Presence per time period Time on Station Dist HQ/ CTU Commander
Intel on potential threats DeterrenceAssigned Patrol PatternAssign Patrol AssetsAssigned Capabilities
2 Sensor Search for AOI Contact Area to be searched Contact to be processed Contacts Processed CTU CommanderAsset types and capabilitiesTracks detectedTracks sortedTracks correlated
3 Off Board Sensor Contact from CTU Assets Area to be searchedAsset types and capabilities Contact to be processed Quality of data Offboard Asset /CTUTracks detected %time false alarmTracks sorted Time on SearchTracks correlated
4 Contact from Onboard Sensor Area to be searched Contact to be processed Quality of data CTU CommanderAsset types and capabilities %time false alarmTracks detected Time on SearchTracks sortedTracks correlated
5 Off Board Sensor Contact from Non-CTU Assets Area to be searched Contact to be processed Quality of data Offboard Non-CTU AssetAsset types and capabilities %time false alarmTracks detected Time on SearchTracks sortedTracks correlated
6 Communication: Voice, Data Link Sensor Contact by Offboard, Status of Contact Successful Comm Offboard CTU AssetCTU Asset TGT Info (Tenative) Que time of track data
- Type, Position, Speed, CourseTransmission time
CTUOn Patrol in AOI
SensorSearch for AOIContact
Off Board SensorContact
fromCTU Assets
Off Board SensorContact
fromNon-CTU Assets
COMM
Contact fromOnboard Sensor
Tentative IPT Responsibility
C4ISurfaceAir
C4ISurfaceAir
C4ISurfaceAir
C4ISurfaceAir
C4ISurfaceAir
C4ISurfaceAir
Dr. Michael S. McCoy/INCOSE_091707/ pg 12
Analytical Approach
Asset Performance Asset Affordability
Surface Asset
Candidates
Air Asset Candidates
C4ISR Candidates
Logistics Candidates
System of Systems Analysis
Implementation PlanDevelopment
Cost/Affordability Guidelines Requirements Analysis
Mission Analysis
$$
20
05
20
10
20
15
20
20
SLEP CandidatesSystem Upgrades
Life Cycle Cost Analysis
New IDS Assets
Modernized Assets
Legacy Assets
Incre
asin
g E
ffecti
veness
Operational Effectiveness
AnalysisIDS SYSTEM ASSETS FY98 B/L FY99 FY00 FY01 FY02 FY03 FY04
R&D 2,461 421 421 421 421 421 421High Endurance Cutters (378) 1,106 144 144 144 144 144 144Medium Endurance Cutters (270) 528 82 82 82 82 82 82Medium Endurance Cutters (210) 647 76 76 76 76 76 76Patrol Boats 180 118 118 118 118 118 118
Acquisition 2,461 421 421 421 421 421 42112 High Endurance Cutters (378) 1,106 144 144 144 144 144 14413 Medium Endurance Cutters (270) 528 82 82 82 82 82 8218 Medium Endurance Cutters (210) 647 76 76 76 76 76 7649 Patrol Boats (110) 180 118 118 118 118 118 118
OE (B/L @ 20 Years) 8,412 421 421 421 421 421 42112 High Endurance Cutters (378) 2,880 144 144 144 144 144 14413 Medium Endurance Cutters (270) 1,641 82 82 82 82 82 8218 Medium Endurance Cutters (210) 1,522 76 76 76 76 76 7649 Patrol Boats (110) 2,369 118 118 118 118 118 118
Disposal 8,412 420.6 420.6 420.6 420.6 420.6 420.6High Endurance Cutters (378) 2880.0914 144 144 144 144 144 144Medium Endurance Cutters (270) 1641.1677 82.06 82.06 82.06 82.06 82.06 82.06Medium Endurance Cutters (210) 1521.8552 76.09 76.09 76.09 76.09 76.09 76.09Patrol Boats 2369.1013 118.5 118.5 118.5 118.5 118.5 118.5
IDS 20 YR LCC TOTAL 21,747High Endurance Cutters (378) 7,971Medium Endurance Cutters (270) 4,339Medium Endurance Cutters (210) 4,338Patrol Boats 5,098$
Asset Requirements System Requirements
Operational Effectiveness Analysis
Intel
Mission Effectiveness Tool Kit
Force StructureEvaluation
Alternate force package
Configurations
Implementation SchedulesLand Force
Candidates
AssetDeployment
Schedule
Asset Performance Asset Affordability
Surface Asset
Candidates
Air Asset Candidates
C4ISR Candidates
Logistics Candidates
System of Systems Analysis
Implementation PlanDevelopment
Cost/Affordability Guidelines Requirements Analysis
Mission Analysis
$$
20
05
20
10
20
15
20
20
SLEP CandidatesSystem Upgrades
Life Cycle Cost Analysis
New IDS Assets
Modernized Assets
Legacy Assets
Incre
asin
g E
ffecti
veness
Operational Effectiveness
AnalysisIDS SYSTEM ASSETS FY98 B/L FY99 FY00 FY01 FY02 FY03 FY04
R&D 2,461 421 421 421 421 421 421High Endurance Cutters (378) 1,106 144 144 144 144 144 144Medium Endurance Cutters (270) 528 82 82 82 82 82 82Medium Endurance Cutters (210) 647 76 76 76 76 76 76Patrol Boats 180 118 118 118 118 118 118
Acquisition 2,461 421 421 421 421 421 42112 High Endurance Cutters (378) 1,106 144 144 144 144 144 14413 Medium Endurance Cutters (270) 528 82 82 82 82 82 8218 Medium Endurance Cutters (210) 647 76 76 76 76 76 7649 Patrol Boats (110) 180 118 118 118 118 118 118
OE (B/L @ 20 Years) 8,412 421 421 421 421 421 42112 High Endurance Cutters (378) 2,880 144 144 144 144 144 14413 Medium Endurance Cutters (270) 1,641 82 82 82 82 82 8218 Medium Endurance Cutters (210) 1,522 76 76 76 76 76 7649 Patrol Boats (110) 2,369 118 118 118 118 118 118
Disposal 8,412 420.6 420.6 420.6 420.6 420.6 420.6High Endurance Cutters (378) 2880.0914 144 144 144 144 144 144Medium Endurance Cutters (270) 1641.1677 82.06 82.06 82.06 82.06 82.06 82.06Medium Endurance Cutters (210) 1521.8552 76.09 76.09 76.09 76.09 76.09 76.09Patrol Boats 2369.1013 118.5 118.5 118.5 118.5 118.5 118.5
IDS 20 YR LCC TOTAL 21,747High Endurance Cutters (378) 7,971Medium Endurance Cutters (270) 4,339Medium Endurance Cutters (210) 4,338Patrol Boats 5,098$
Asset Requirements System Requirements
Operational Effectiveness Analysis
Intel
Mission Effectiveness Tool Kit
Force StructureEvaluation
Alternate force package
Configurations
Implementation SchedulesLand Force
Candidates
AssetDeployment
Schedule
Dr. Michael S. McCoy/INCOSE_091707/ pg 13
Asset Characteristics Trade Studies
Trade Studies SupportTrade Studies Support• Air Studies• Surface Studies• C4ISR Studies
• Sensors• Comm
• Logistics• Concept of Operations• Affordability
Output• Asset Performance estimates• Mission Performance contributions• Marginal improvement to missions given
new or upgraded assets
CONOPS
CONLOG,& C4ISR
Mission
Analysis
Dr. Michael S. McCoy/INCOSE_091707/ pg 14
Cost estimating Relationship estimates
1
Driving system cost
IDSLCC
Cost metrics2 3 4
Driver metrics
Probability of success– Search and detect– Process– Intercept– Prosecute
Asset Cost & Performance•Technical•Reliability•Market Availability
# Prosecutions bymission type
Avg. Mission execution cost
# Prosecutionsper Area of Responsibility
Area Of Responsibilityoperating cost
# Prosecutionsper region
Regionaloperating cost
# Prosecutions
Performance metrics
Other Data Evaluated
PRELIMINARY
Use Data To Determine Best Value Solution Use Data To Determine Best Value Solution
Programmed Flight & Cutter Hours
Roll-up
Dr. Michael S. McCoy/INCOSE_091707/ pg 15
DoD Application
Network Connected EnvironmentCoordinated Command and ControlIntelligence sharingOptimal allocation of resources to max.
effectiveness
“DoD” Force Structure Problem
System of Systems Analysis and Synthesis Process Adapted to FCS, P-8A, and Other Programs
System of Systems Analysis and Synthesis Process Adapted to FCS, P-8A, and Other Programs
Force DerivationForce DerivationDefine “Optimal Force Mix” to Integrate AssetsInputs•Asset Performance Capabilities•Asset AC&I and O&M Cost parameters•Mission Performance Requirements•Acquisition Budget over 20 years•O&M Budget for each year.
Outputs•Asset Mix by AOR by Quarter•Asset Deployment Requirements•Asset Performance •Expected Mission Performance by AOR
Dr. Michael S. McCoy/INCOSE_091707/ pg 16
Affordability and Implementation Planning
Implementation Plan
AffordabilityAnalysis
Numberof assets
300
250
200
150
100
50
020
0220
0420
0620
0820
1020
1220
1420
1620
1820
2020
22
CRW-UAVMS-UAVSH-2GCN-235NSCGBCAPBC-130HH-65HH-60HU-25378270210110
New IDS Assets
Modernized Assets
Legacy Assets
Inc
rea
sin
g E
ffe
cti
ve
ne
ss
Asset Acquisition Scheduling
Implementation Plan & Implementation Plan & AffordabilityAffordability
Identify acquisition strategy over 40-year period
Inputs• Asset Basing & Scheduling• Asset Buying Strategy• Asset Retirement Strategy• Cost Constraints• Acquisition guidelines• Acquisition constraints
Tools• QuikScheduling • Contractor Scheduling Tool• Visual Basic• QuikPerformance
Outputs• Asset mix by year• Estimated Acquisition expended by
year• Estimated Operating expended by
year
Dr. Michael S. McCoy/INCOSE_091707/ pg 17
Performance AssessmentPerformance AssessmentDetermine performance by yearEmulate Customer Model
Inputs• Number of Assets Available• Asset Basing and Schedule• Asset Capability• C4ISR Architecture• Logistics (Availability)
Output• Expected number of Missions
Performed• Utilization Rate of Assets• MOEs defined in Customer• Expected relative performance to
baseline
whec wmec wpb hc_130 hu_25 hh_60j hh_65a NSC GBC APB CN-235 HH-65 GX CRW V22Global_Hawk Overhead
Name Length Width (10) (26) (50) (13) (48) (22) (13) (15)
tex_mex_coast 250 90 13 51 42 3 2 100north_gulf 475 100 13 54 40 4 2 100red_snapper 100 100 13 53 41 3 1 100fl_straits_south 300 125 7 42 41 3 1 100fl_straits_east 375 125 11 58 39 3 1 100rock_shrimp 75 150 11 59 38 3 1 100yucatan 150 200 2 59 41 3 1windward 200 150 58 39 3 1mona 70 60 54 38 3 2 100anegota 200 500 35 42 3 3offshore_north 900 750 13 9 3 1 107 11gulf_of_maine 200 150 18 9 3 3 101 100 11georges_bank 200 150 21 8 3 3 100 11new_york_bight 100 200 21 7 3 2 126 100 11n_cape_hatteras 100 200 22 8 3 2 117 11s_cape_hatteras 100 200 5 23 7 3 2 123 100 11offshore_south 1300 350 27 7 3 0 111 11northwest 200 400 28 32 18 2 2 100 9california 200 700 26 30 18 2 2 100 9mexico 250 1800 18 31 16 2 0 9central_america 800 200 11 41 14 2 2 9hawaii 950 875 7 30 15 2 2 100 9central_pacific 1200 875 19 35 16 2 0 10western_pacific 1150 1075 18 35 15 2 1 10alaska_5 300 100 24 18alaska_6 800 150 16 9 2alaska_7 650 175 24 8 2alaska_8 300 550 37 6alaska_9 950 400 37 9alaska_10 2400 450 30 2
Preliminary Deployment Schedule from Jan Submital to MarOpsSim (2032)
AOR Percent of Time on Scene
Force Presence Model
QuikPerformance
0.0000.5001.0001.5002.000
2002
2008
2014
2020
2026
2032
2038
Time
Rel
ativ
e P
erfo
rman
ce
Optimal
CAP
Adverse
P-RAAT V3.0 Asset Object Model
Player
MissionAsset
Examples:SARDRUGAMIOLMRGLE
Sensorw/
Tracklist
Examples:MECMS UAV
Asset
Sensorw/
TracklistGlobal
Tracklist
Surface, Air and Space-based assets are individuallymodeled with their own sensors, and systemscommunicate through the “Global Tracklist”
Surface, Air and Space-based assets are individuallymodeled with their own sensors, and systemscommunicate through the “Global Tracklist”
A sset B asing and S chedu lingA sse t B asing and S chedu ling
Effectiveness Evaluation
® )
Process Simulation of Coast Guard MissionsProcess Simulation of Missions
Dr. Michael S. McCoy/INCOSE_091707/ pg 18
Sample Scenario: SE Region(Notional)
Area of Responsibilities
(AOR)
Area of Responsibilities
(AOR)
Dr. Michael S. McCoy/INCOSE_091707/ pg 19
Surveillance Satellite
Surveillance Satellite
AssetsAssets
TargetsTargets
Communication Network
Communication Network
Sample Scenario: Modules(Notional)
CubaCuba
MiamiMiami
Command and Control
Command and Control
Dr. Michael S. McCoy/INCOSE_091707/ pg 20
SampleSimulation Output: Percent Prosecuted and Detected
(Notional)
AORsPer
cent
Pro
secu
ted
and
Det
ecte
d
40%
60%
80%
100%
Tex
Mex
Co
ast
No
rth
Gu
lf
Red
Sn
app
er
Fo
rid
a S
trai
ts S
ou
th
Fo
rid
a S
trai
ts E
ast
Ro
ck S
hri
mp
Yu
cata
n
Win
dw
ard
Mo
na
An
ego
ta
Off
sho
re N
ort
h
Gu
lf o
f M
ain
e
Geo
rges
Ban
k
New
Yo
rk B
igh
t
No
rth
Cap
e H
atte
ras
So
uth
Cap
e H
atte
ras
Off
sho
re S
ou
th
No
rth
wes
t
Cal
ifo
rnia
Mex
ico
Cen
tral
Am
eric
a
Haw
aii
Cen
tral
Pac
ific
Wes
tern
Pac
ific
Ala
ska
55.5
.5
Ala
ska
55.5
.6
Ala
ska
55.5
.7
Ala
ska
55.5
.8
Ala
ska
55.5
.9
Ala
ska
55.5
.10
Prosecuted Detected
Dr. Michael S. McCoy/INCOSE_091707/ pg 23
Back-Up Slides
Dr. Michael S. McCoy/INCOSE_091707/ pg 24
Implementation Plan
ForceStructure
EffectivenessEvaluation
CONOPs,CONLOG,& C4ISRMission Analysis
Force StructureOptimization
AffordabilityAnalysis
Numberof assets
300
250
200
150
100
50
0
2002
2004
2006
2008
2010
2012
2014
2016
2018
2020
2022
CRW-UAVMS-UAVSH-2GCN-235NSCGBCAPBC-130HH-65HH-60HU-25378270210110
AOR Size ( L x W ) Target Speed= 5 kts
Length (nm) = 300
Width (nm) = 200
AOR (sq nm)= 60000
OTU Composition
Asset
No.Name
Asset
ClassQty Avail
Duty Cycle
(hrs/day)
Ant Ht
(ft)
Speed
(knots)
1 National Security Cutter (NSC) Surf 1 98% 24 100 28
2 WHEC-378' Surf 0 95% 24 80 22
3 WMEC-270' Surf 0 90% 24 60 20
4 WMEC-210' Surf 0 100% 24 60 18
5 Patrol Boat -110' Surf 2 95% 24 40 25
6 Patrol Boat Concept#1 Surf 0 100% 24 40 20
7 HH-65 Delphine Air 1 80% 4 500 125
8 Alt. Helo Concept Air 0 100% 4 500 100
9 Shipboard UAV (LAE) Air 1 95% 4 500 250
10 Long Endurance UAV (HAE) Air 0 95% 4 50000 350
11
Total OTU Elements= 5
1 2 3 4 5 6 7 8 9 10 11 12
XL(300 sqm)
L(80 sqm)
ML(40 sqm)
M(8 sqm)
MS(2 sqm)
S(0.25 sqm)
PIW(0.01 sqm)0.00
0.20
0.40
0.60
0.80
1.00
1.20
Target Duration in AOR (hrs)
Probability of Target Contact
0.8 - 1.000.60 - 0.800.40 - 0.60
0.20 - 0.40 0.00 - 0.20
0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
2000 2005 2010 2015 2020 2025
Cap
Years
Analysis Components
Dr. Michael S. McCoy/INCOSE_091707/ pg 25
Deepwater Iterative Modeling Toolkit
QuikForce Structure (Define Optimal Force Mix)
Contracting Strategy Tool (Define Retirement and Acquisition Strategy
QuikBasing (Define Air Station Basing)
QuikSAR (AIR IPT support to evaluate Air Asset Trade Studies)
QuikScheduler (Define Optimal Force Deployment)
Arena Rapid Architecture Assessment Tool RAAT (Evaluate Force Mix Performance)
QuikPersonnel (Define Personnel Transition)
QuikPerformance (Estimate Implementation Performance)
Python RAAT (Evaluate Force Mix Performance)
Optimal Asset Mix
Acquisition Schedule with
Upgrades
Estimated Performance over entire period of performance
High Fidelity System Performance by year
Detailed Deployment Schedule per year
Scenario Editor (Visualize Scheduled Deployment)
USCG MAROPSSIM (Evaluate Force Mix Performance)
QuikNet (Evaluate Comm networks Performance)
IPT Support ToolsForce Optimization ToolImplementation ToolAsset Scheduling ToolsPerformance Assessment Tools
C4ISim(Visualize initial CONOPs)
Under Development
Quik_PD(Compute Prob of Detection)
Quik_AC_LOG (compute Aircraft Availability)
SLAMEM (Mission Model)
Quik Presence(Define estimated presence in AORs)
Comm Delay & ProbabilityConnectivity
MTTFMTBFMTTR
Comm NetPerformance
AssetPerformance
Air & Surface AssetPerformanceSensor
Data
CONOPs & AssetPerformance
AssetPerformance
Acquisition Schedule with Upgrades
Personnel Flux based on Acquisition
Air & Surface Asset Performance with C4ISR and Logistics Specifications
CAAT (C4ISR System-Level Performance Metrics and System Trades)
QuikIntel (compute Intel timeline and performance)