Decision Analysis and Management: Technical Monitoring

Systems Engineering    |    Intermediate
  • 12 videos | 1h 2m 11s
  • Includes Assessment
  • Earns a Badge
Today's systems have grown more complex to meet increased demand from requirements. Once a system has been tested and proven to be reliable, there is still the concern of performance. A significant portion of systems management requires optimization and performance tweaking, and monitoring systems is a key activity for determining how to optimize and what to optimize. In this course, you will dig into systems optimization principles and optimization modeling. Then you will focus on requirements vs. design, as well as sensitivity analysis and scenario analysis. Next, you will explore data analysis and monitoring, decision analysis, and simulation and optimization techniques. Finally, you will examine resource constraints, continuous optimization case studies, and optimization and resource allocation case studies.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Outline the principles of system optimization in the context of systems engineering
    Use mathematical modeling techniques to optimize system performance
    Describe trade-offs between different system parameters and design choices
    Use techniques like sensitivity analysis and scenario analysis for optimizing system behavior
    Outline technical monitoring strategies and data analysis to improve system performance
  • Provide an overview of decision analysis models and how they can be used to evaluate and select the most optimal system configurations
    Describe the role of simulation and optimization tools in system optimization
    Outline the impact of resource constraints and limitations on system optimization
    Describe continuous optimization throughout the system life cycle
    Outline case studies where optimization strategies were successfully employed to enhance system efficiency and propose further optimization opportunities
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 59s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 6m 13s
    After completing this video, you will be able to outline the principles of system optimization in the context of systems engineering. FREE ACCESS
  • Locked
    3.  Using Mathematical Modeling for Performance Optimization
    6m 18s
    In this video, you will learn how to use mathematical modeling techniques to optimize system performance. FREE ACCESS
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    4.  Requirements vs. Design
    5m 17s
    Upon completion of this video, you will be able to describe trade-offs between different system parameters and design choices. FREE ACCESS
  • Locked
    5.  Sensitivity Analysis and Scenario Analysis
    6m 14s
    During this video, discover how to use techniques like sensitivity analysis and scenario analysis for optimizing system behavior. FREE ACCESS
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    6.  Analyzing and Monitoring Data to Improve System Performance
    5m 44s
    Upon completion of this video, you will be able to outline technical monitoring strategies and data analysis to improve system performance. FREE ACCESS
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    7.  Decision Analysis
    5m 47s
    After completing this video, you will be able to provide an overview of decision analysis models and how they can be used to evaluate and select the most optimal system configurations. FREE ACCESS
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    8.  Using Simulation and Optimization in System Optimization
    6m 30s
    Upon completion of this video, you will be able to describe the role of simulation and optimization tools in system optimization. FREE ACCESS
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    9.  Dealing with Resource Constraints
    5m 39s
    After completing this video, you will be able to outline the impact of resource constraints and limitations on system optimization. FREE ACCESS
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    10.  Continuous Optimization Case Studies
    5m 43s
    Upon completion of this video, you will be able to describe continuous optimization throughout the system life cycle. FREE ACCESS
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    11.  Optimization and Resource Allocation Case Studies
    7m 3s
    After completing this video, you will be able to outline case studies where optimization strategies were successfully employed to enhance system efficiency and propose further optimization opportunities. FREE ACCESS
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    12.  Course Summary
    47s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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