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System Modeling Techniques

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QFD

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Purpose: To transform customer needs into engineering characteristics for a product. Where it is applied: Product development and manufacturing.

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DFSS

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Purpose: To design products, services, and processes that meet customer expectations and can be produced at Six Sigma quality levels. Where it is applied: New product or process design to achieve high performance.

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TRIZ

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Purpose: To solve inventive problems and forecast technology evolution. Where it is applied: Product design, problem solving, patent circumvention.

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Statecharts

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Purpose: To describe the stateful behavior of a system. Where it is applied: Complex control systems, reactive systems.

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Petri Nets

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Purpose: To model concurrent, asynchronous, distributed, parallel, nondeterministic, and stochastic systems. Where it is applied: Workflow and process modeling.

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CAE

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Purpose: To use computer software to aid in engineering analysis tasks. Where it is applied: In engineering sectors for simulation, validation, and optimization of products.

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OODA Loop

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Purpose: To provide a decision-making process for reacting to dynamic environments. Where it is applied: Military strategies, business, and litigation.

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CMMI

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Purpose: To provide a model for improving and appraising processes. Where it is applied: Software development, systems engineering, project management.

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DFMEA

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Purpose: To systematically evaluate and mitigate risk in product designs. Where it is applied: Design phase of product development, reliability engineering.

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RAMS

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Purpose: To ensure system reliability, availability, maintainability, and safety. Where it is applied: Industry sectors, particularly in the design and operation of complex systems.

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DOE

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Purpose: To plan, conduct, analyze, and interpret controlled tests to evaluate the factors that control the value of a parameter or group of parameters. Where it is applied: In various scientific and engineering fields to optimize products and processes.

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SysML

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Purpose: To create a standardized language for modeling complex systems. Where it is applied: Systems engineering, software engineering.

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UML

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Purpose: To provide a standard way to visualize the design of a system. Where it is applied: Software engineering and design.

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SADT

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Purpose: To provide a diagrammatic notation designed to depict complex systems. Where it is applied: Technical systems, processes, and software engineering.

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FMEA

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Purpose: To analyze potential failure modes within a system for classification by severity or determination of the effect of failures on the system. Where it is applied: It is used in manufacturing, testing, quality systems, and risk management.

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BPMN

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Purpose: To provide businesses with the capability of understanding their internal processes in a graphical notation. Where it is applied: Business process modeling.

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MBSE

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Purpose: To improve the quality of system modeling through formalized modeling techniques. Where it is applied: Systems engineering to manage complex systems.

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FEA

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Purpose: To simulate physical phenomena using numerical methods. Where it is applied: Structural analysis, thermal analysis, fluid dynamics.

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Monte Carlo Simulation

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Purpose: To understand the impact of risk and uncertainty in prediction and forecasting models. Where it is applied: Finance, project management, energy, engineering, research and development.

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IDEF0

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Purpose: To model the functions of a system and their relationships. Where it is applied: Systems analysis and business process re-engineering.

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