System-of-Systems Engineering - a Definition
Mo Jamshidi
General
Chairman, IEEE SMC 2005, October 10-12, Big Island, Hawaii
Complex large-scale systems have been around for over 3 decades in the US and overseas. Traditionally, a system is said to be complex if its attributes are commonly out of the norm, as compared with other systems. Complex systems are characterized by having a large number of dimensions, nonlinear or nonexistent models, strong interactions, unknown or inherently random plant parameters, time delays in the dynamical structure, etc. [1]
In recent years, there has been a growing recognition that significant changes need to be made in governments and industries, especially in the aerospace and defense areas. Today, major aerospace and defense manufacturers, including (but not limited to) Boeing, Lockheed-Martin, Northrop-Grumman, Raytheon, and BAE Systems, etc. all include some version of "large-scale systems integration" as a key part of their business strategies. In some cases, these companies have even established entire business units dedicated to systems integration activities [2].
Sage and Cuppan [3] point out that there is no universally accepted definition of systems of systems. Since System of Systems (SoS) is in its early stages of development, we would expect this to be the case. There are numerous definitions for SoS and System of Systems Engineering (SoSE). Below are 6 of the more common definitions (with primary focus and application domain) as reported in the literature [4]:
Definition 1:
Sage and Cuppan [2]
Systems of systems exist when there is a presence of a majority of the following five characteristics: operational and managerial independence, geographic distribution, emergent behavior, and evolutionary development. Primary focus: Evolutionary acquisition of complex adaptive systems. Application: Military.
Definition 2: Kotov [5]
Systems of systems are large scale concurrent and distributed systems that are comprised of complex systems. Primary focus: Information systems. Application: Private Enterprise.
Definition 3: Carlock
and Fenton [6]
Enterprise Systems of Systems Engineering is focused on coupling traditional systems engineering activities with enterprise activities of strategic planning and investment analysis. Primary focus: Information intensive systems. Application: Private Enterprise.
Definition 4: Pei [7]
System of Systems Integration is a method to pursue development, integration, interoperability, and optimization of systems to enhance performance in future battlefield scenarios. Primary focus: Information intensive systems integration. Application: Military.
Definition 5: Lukasik
[8]
SoSE involves the integration of systems into systems of systems that ultimately contribute to evolution of the social infrastructure. Primary focus: Education of engineers to appreciate systems and interaction of systems. Application: Education.
Definition 6: Manthorpe
[9]
In relation to joint warfighting, system of systems is concerned with interoperability and synergism of Command, Control, Computers, Communications, and Information (C4I) and Intelligence, Surveillance, and Reconnaissance (ISR) Systems. Primary focus: Information superiority. Application: Military.
All of these definitions have their own merits, depending on their application. This author's favorite definition is number 2. More can be found in the following references.
[1] Jamshidi, M., Large-Scale Systems - Modeling and
Control, North-Holland Publishing Company, New York, NY, 1983 (Also 2nd
Edition, prentice Hall, 1997).
[2]
Crossley, W.A., "System of Systems: An Introduction of
Purdue University Schools of Engineering's Signature Area."
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[4] Keating, C. B., Fernandez, A., Jacobs, D., and
P. Kauffmann, "A Methodology for Analysis of Complex Socio-technical
Processes," Business Process Management Journal, Vol. 7, No. 1 (2001), pp. 33-49.
[5] Kotov, V., "Systems of Systems as Communicating Structures," Hewlett Packard Computer Systems Laboratory Paper HPL-97-124, (1997), pp. 1-15.
[6] Carlock, P.G., and R.E. Fenton, "System of Systems (SoS) Enterprise Systems for Information-Intensive Organizations," Systems Engineering, Vol. 4, No. 4 (2001), pp. 242-261.
[7] Pei, R.S., "Systems of Systems Integration (SoSI) - A Smart Way of
Acquiring Army C4I2WS Systems," Proceedings of the Summer Computer Simulation Conference, (2000), pp. 574-579.
[8] Luskasik, S.J., "Systems, Systems of Systems, and the Education of Engineers," Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, Vol. 12, No. 1 (1998), pp. 55-60.
[9] Manthorpe, W.H., "The Emerging Joint System of Systems: A Systems Engineering Challenge and Opportunity for APL," John Hopkins APL Technical Digest, Vol. 17, No. 3 (1996), pp. 305-310.
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[13] ECSS-E-10-01, System Engineering Process, European Cooperation for Space Standardization (1996).
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[35]
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[46]
DoD Directive 4630.5, "Interoperability
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[47] Dantzig, Linear Programming and Extensions,
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