Sensitivity analysis

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Sensitivity analysis (SA) is the study of how the variation (uncertainty) in the output of a statistical model can be attributed to different variations in the inputs of the model. (Wikipedia.org)






Conferences related to Sensitivity analysis

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2018 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES)

The conference will deal will all aspects of power electronics, motor drives and Power electronics applications to energy systems.


2018 XIII International Conference on Electrical Machines (ICEM)

Scope of the conference includes technology advances in design, analysis, manufacturing and measurements for electrical machines and drives


2017 IEEE/MTT-S International Microwave Symposium - IMS 2017

The IEEE MTT-S International Microwave Symposium (IMS) is the premier conference covering basic technologies, to passives and actives components to system over a wide range of frequencies including VHF, UHF, RF, microwave, millimeter-wave, terahertz, and optical. The conference will encompass the latest in RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation, wireless systems, RFID and related topics.

  • 2029 IEEE/MTT-S International Microwave Symposium - MTT 2029

    The IEEE International Microwave Symposium (IMS) is the world s foremost conference covering the UHF, RF, wireless, microwave, millimeter-wave, terahertz, and optical frequencies; encompassing everything from basic technologies to components to systems including the latest RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation and more. The IMS includes technical and interactive sessions, exhibits, student competitions, panels, workshops, tutorials, and networking events.

  • 2021 IEEE/MTT-S International Microwave Symposium - IMS 2021

    The IEEE MTT-S International Microwave Symposium (IMS) is the premier conference covering basic technologies, to passives and actives components to system over a wide range of frequencies including VHF, UHF, RF, microwave, millimeter-wave, terahertz, and optical. The conference will encompass the latest in RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation, wireless systems, RFID and related topics.

  • 2019 IEEE/MTT-S International Microwave Symposium - MTT 2019

    Comprehensive symposium on microwave theory and techniques including active and passive circuit components, theory and microwave systems.

  • 2018 IEEE/MTT-S International Microwave Symposium - MTT 2018

    Microwave theory and techniques, RF/microwave/millimeter-wave/terahertz circuit design and fabrication technology, radio/wireless communication.

  • 2016 IEEE/MTT-S International Microwave Symposium - IMS 2016

    The IEEE International Microwave Symposium (IMS) is the world s foremost conference covering the UHF, RF, wireless, microwave, millimeter-wave, terahertz, and optical frequencies; encompassing everything from basic technologies to components to systems including the latest RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation and more. The IMS includes technical and interactive sessions, exhibits, student competitions, panels, workshops, tutorials, and networking events.

  • 2015 IEEE/MTT-S International Microwave Symposium - MTT 2015

    The IEEE MTT-S International Microwave Symposium (IMS) is the premier conference covering basic technologies, to passives and actives components to system over a wide range of frequencies including VHF, UHF, RF, microwave, millimeter-wave, terahertz, and optical. The conference will encompass the latest in RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation, wireless systems, RFID and related topics. The IMS includes technical sessions, both oral and interactive, worksh

  • 2014 IEEE/MTT-S International Microwave Symposium - MTT 2014

    IMS2014 will cover developments in microwave technology from nano devices to system applications. Technical paper sessions, interactive forums, plenary and panel sessions, workshops, short courses, industrial exhibits, and a wide array of other technical activities will be offered.

  • 2013 IEEE/MTT-S International Microwave Symposium - MTT 2013

    The IEEE MTT-S International Microwave Symposium (IMS) is the premier conference covering basic technologies, to passives and actives components to system over a wide range of frequencies including VHF, UHF, RF, microwave, millimeter -wave, terahertz, and optical. The conference will encompass the latest in RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation, wireless systems, RFID and related topics.The IMS includes technical and interactive sessions, exhibits, student competitions, panels, workshops, tutorials, and networking events.

  • 2012 IEEE/MTT-S International Microwave Symposium - MTT 2012

    The IEEE International Microwave Symposium (IMS) is the world s foremost conference covering the UHF, RF, wireless, microwave, millimeter-wave, terahertz, and optical frequencies; encompassing everything from basic technologies to components to systems including the latest RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation and more. The IMS includes technical and interactive sessions, exhibits, student competitions, panels, workshops, tutorials, and networking events.

  • 2011 IEEE/MTT-S International Microwave Symposium - MTT 2011

    The IEEE International Microwave Symposium (IMS) is the world s foremost conference covering the UHF, RF, wireless, microwave, millimeter-wave, terahertz, and optical frequencies; encompassing everything from basic technologies to components to systems including the latest RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation and more. The IMS includes technical and interactive sessions, exhibits, student competitions, panels, workshops, tutorials, and networking events.

  • 2010 IEEE/MTT-S International Microwave Symposium - MTT 2010

    Reports of research and development at the state-of-the-art of the theory and techniques related to the technology and applications of devices, components, circuits, modules and systems in the RF, microwave, millimeter-wave, submillimeter-wave and Terahertz ranges of the electromagnetic spectrum.

  • 2009 IEEE/MTT-S International Microwave Symposium - MTT 2009

    The IEEE International Microwave Symposium (IMS) is the world s foremost conference covering the UHF, RF, wireless, microwave, millimeter-wave, terahertz, and optical frequencies; encompassing everything from basic technologies to components to systems including the latest RFIC, MIC, MEMS and filter technologies, advances in CAD, modeling, EM simulation and more. The IMS includes technical and interactive sessions, exhibits, student competitions, panels, workshops, tutorials, and networking events.


2017 12th International Conference on Computer Engineering and Systems (ICCES)

Computer Engineering and Systems


2017 19th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS)

The world's premiere conference in MEMS sensors, actuators and integrated micro and nano systems welcomes you to attend this four-day event showcasing major technological, scientific and commercial breakthroughs in mechanical, optical, chemical and biological devices and systems using micro and nanotechnology. The major areas of activity in the development of Transducers solicited and expected at this conference include but are not limited to: Bio, Medical, Chemical, and Micro Total Analysis Systems, Fabrication and Packaging, Mechanical and Physical Sensors, Materials and Characterization, Design, Simulation and Theory, Actuators, Optical MEMS, RF MEMS, Nanotechnology, Energy and Power


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Periodicals related to Sensitivity analysis

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Automatic Control, IEEE Transactions on

The theory, design and application of Control Systems. It shall encompass components, and the integration of these components, as are necessary for the construction of such systems. The word `systems' as used herein shall be interpreted to include physical, biological, organizational and other entities and combinations thereof, which can be represented through a mathematical symbolism. The Field of Interest: shall ...


Biomedical Engineering, IEEE Transactions on

Broad coverage of concepts and methods of the physical and engineering sciences applied in biology and medicine, ranging from formalized mathematical theory through experimental science and technological development to practical clinical applications.


Broadcasting, IEEE Transactions on

Broadcast technology, including devices, equipment, techniques, and systems related to broadcast technology, including the production, distribution, transmission, and propagation aspects.


Circuits and Systems I: Regular Papers, IEEE Transactions on

Part I will now contain regular papers focusing on all matters related to fundamental theory, applications, analog and digital signal processing. Part II will report on the latest significant results across all of these topic areas.


Communications, IEEE Transactions on

Telephone, telegraphy, facsimile, and point-to-point television, by electromagnetic propagation, including radio; wire; aerial, underground, coaxial, and submarine cables; waveguides, communication satellites, and lasers; in marine, aeronautical, space and fixed station services; repeaters, radio relaying, signal storage, and regeneration; telecommunication error detection and correction; multiplexing and carrier techniques; communication switching systems; data communications; and communication theory. In addition to the above, ...


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Most published Xplore authors for Sensitivity analysis

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Xplore Articles related to Sensitivity analysis

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Continuity and differentiability properties of optimal control with respect to singular perturbations

P. Sannuti IEEE Transactions on Automatic Control, 1969

The object of this correspondence is to prove a theorem which assures the continuity and differentiability properties of an optimal control of a system with respect to a small parameter whose presence changes the order of the system. This theorem is an extension of a similar theorem proved in an earlier paper.


Change analysis: a step towards meeting the challenge of changing requirements

M. R. Strens; R. C. Sugden Proceedings IEEE Symposium and Workshop on Engineering of Computer-Based Systems, 1996

Changing requirements are a major source of risk to software development projects, but are generally not included in hazard identification and risk assessment procedures at present because the information needed is not collected or recorded by current requirements methods. It is proposed that change analysis should be an integral part of the entire development process so that change can be ...


Sensitivity analysis for fixed-priority real-time systems

E. Bini; M. Di Natale; G. Buttazzo 18th Euromicro Conference on Real-Time Systems (ECRTS'06), 2006

At early stages in the design of real-time embedded applications, the timing attributes of the computational activities are often incompletely specified or subject to changes. Later in the development cycle, schedulability analysis can be used to check the feasibility of the task set. However, the knowledge of the worst-case response times of tasks is often not sufficient to precisely determine ...


Static voltage stability analysis of eskom eastern grid

Oluwafemi E. Oni; Innocent E. Davidson; Nishanth Parus 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA), 2016

High voltage direct current (HVDC) transmission offers several operation advantages over high voltage alternating current (HVAC) transmission systems. HVDC transmission lines have no frequency and hence minimal problems of harmonics, oscillations or transients; they actually damp out transients with effective controllers. Precise and fast power control in either direction is easier to achieve in HVDC than HVAC systems as dc ...


Dot sensitivity analysis for topology optimization of dielectric material in electrostatic system

Kang Hyouk Lee; Seung Geon Hong; Il Han Park 2016 IEEE Conference on Electromagnetic Field Computation (CEFC), 2016

This paper proposes a dot sensitivity analysis for topology optimization of dielectric material in the electrostatic system. A dot sensitivity formula derived as a closed form is coupled to the level set method. Since the dot sensitivity analysis can generate a new material in a vacant region, it does not only require the initial design of the material, but also ...


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Educational Resources on Sensitivity analysis

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eLearning

Continuity and differentiability properties of optimal control with respect to singular perturbations

P. Sannuti IEEE Transactions on Automatic Control, 1969

The object of this correspondence is to prove a theorem which assures the continuity and differentiability properties of an optimal control of a system with respect to a small parameter whose presence changes the order of the system. This theorem is an extension of a similar theorem proved in an earlier paper.


Change analysis: a step towards meeting the challenge of changing requirements

M. R. Strens; R. C. Sugden Proceedings IEEE Symposium and Workshop on Engineering of Computer-Based Systems, 1996

Changing requirements are a major source of risk to software development projects, but are generally not included in hazard identification and risk assessment procedures at present because the information needed is not collected or recorded by current requirements methods. It is proposed that change analysis should be an integral part of the entire development process so that change can be ...


Sensitivity analysis for fixed-priority real-time systems

E. Bini; M. Di Natale; G. Buttazzo 18th Euromicro Conference on Real-Time Systems (ECRTS'06), 2006

At early stages in the design of real-time embedded applications, the timing attributes of the computational activities are often incompletely specified or subject to changes. Later in the development cycle, schedulability analysis can be used to check the feasibility of the task set. However, the knowledge of the worst-case response times of tasks is often not sufficient to precisely determine ...


Static voltage stability analysis of eskom eastern grid

Oluwafemi E. Oni; Innocent E. Davidson; Nishanth Parus 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA), 2016

High voltage direct current (HVDC) transmission offers several operation advantages over high voltage alternating current (HVAC) transmission systems. HVDC transmission lines have no frequency and hence minimal problems of harmonics, oscillations or transients; they actually damp out transients with effective controllers. Precise and fast power control in either direction is easier to achieve in HVDC than HVAC systems as dc ...


Dot sensitivity analysis for topology optimization of dielectric material in electrostatic system

Kang Hyouk Lee; Seung Geon Hong; Il Han Park 2016 IEEE Conference on Electromagnetic Field Computation (CEFC), 2016

This paper proposes a dot sensitivity analysis for topology optimization of dielectric material in the electrostatic system. A dot sensitivity formula derived as a closed form is coupled to the level set method. Since the dot sensitivity analysis can generate a new material in a vacant region, it does not only require the initial design of the material, but also ...


More eLearning Resources

IEEE.tv Videos

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IMS 2012 Microapps - Generation and Analysis Techniques for Cost-efficient SATCOM Measurements Richard Overdorf, Agilent
A Flexible Testbed for 5G Waveform Generation and Analysis: MicroApps 2015 - Keysight Technologies
Micro-Apps 2013: Power Added Efficiency (PAE) Analysis with 8990B Peak Power Analyzer
Brooklyn 5G Summit 2014: Dr. Robert Heath on Coverage and Capacity Analysis of Dense Millimeter Wave Cellular System
IMS 2011 Microapps - STAN Tool: A New Method for Linear and Nonlinear Stability Analysis of Microwave Circuits
IMS 2011 Microapps - Remcom's XFdtd and Wireless InSite: Advanced Tools for Advanced Communication Systems Analysis
MicroApps: New Technologies and Techniques for Wideband Analysis (Agilent Technologies)
Network Analysis: RF Boot Camp
Why Power Supplies Fail: A Real World Analysis - David Hill at APEC 2016
Receiver Design and Analysis: RF Boot Camp

IEEE-USA E-Books

  • Computers and Modeling

    This chapter contains sections titled: The Art of Modeling, Types of Models, Analogue Simulations and Scale Models, Computer Simulation, Techniques of Modeling, Sensitivity Analysis, Models, Computers, and Planning, Systems, Modeling and Process, Postscript, Editors' Postscript

  • Practical Considerations

    This chapter contains sections titled: * Chapter Focus * Detecting and Correcting Anomalous Behavior * Prefiltering and Data Rejection Methods * Stability of Kalman Filters * Suboptimal and Reduced-Order Filters * Schmidt-Kalman Filtering * Memory, Throughput, and Wordlength Requirements * Ways to Reduce Computational Requirements * Error Budgets and Sensitivity Analysis * Optimizing Measurement Selection Policies * Innovations Analysis * Summary * Problems

  • Application of Risk Evaluation to Generation Source Planning

    Chapter 8 describes the reliability planning method for generation sources under constraints of transmission network, including: * General procedure of reliability planning * Simulation model and method of generation costs and risk costs * An actual example of showing how to determine the best location and size of co-generation using the reliability planning technique, including basic concepts, reliability sensitivity analysis and maximum benefit analysis * The second example to demonstrate the application to decision-making on retirement of a local generating plant

  • Stochastic Partial Differential Equations for Computer Vision with Uncertain Data

    <p>In image processing and computer vision applications such as medical or scientific image data analysis, as well as in industrial scenarios, images are used as input measurement data. It is good scientific practice that proper measurements must be equipped with error and uncertainty estimates. For many applications, not only the measured values but also their errors and uncertainties, should be--and more and more frequently are--taken into account for further processing. This error and uncertainty propagation must be done for every processing step such that the final result comes with a reliable precision estimate.</p> <p>The goal of this book is to introduce the reader to the recent advances from the field of uncertainty quantification and error propagation for computer vision, image processing, and image analysis that are based on partial differential equations (PDEs). It presents a concept with which error propagation and sensitivity analysis can be formulated with a set of basic operations. The approach discussed in this book has the potential for application in all areas of quantitative computer vision, image processing, and image analysis. In particular, it might help medical imaging finally become a scientific discipline that is characterized by the classical paradigms of observation, measurement, and error awareness.</p> <p>This book is comprised of eight chapters. After an introduction to the goals of the book (Chapter 1), we present a brief review of PDEs and their numerical treatment (Chapter 2), PDE-based image processing (Chapter 3), and the numerics of stochastic PDEs (Chapter 4). We then proceed to define the concept of stochastic images (Chapter 5), describe how to accomplish image processing and computer vision with stochastic images (Chapter 6), and demonstrate the use of these principles for accomplishing sensitivity analysis (Chapter 7). Chapter 8 concludes the book and highlights new resea ch topics for the future.</p>

  • Application of FTA to Real-Life Example

    This chapter provides a case study of Fault Tree Analysis (FTA) for a telecommunications project. We note a variety of factors could cause a system outage¿¿-¿¿including events outside the system itself, such as environmental or security issues. We examine one important aspect of system failure¿¿-¿¿call processing failure and identified issues or faults that could result in this failure. A good approach is to initially capture the fault tree in a modeling tool, such as Relex, and then transfer these data and relationships to a spreadsheet for easier manipulation. We identify the high risk nodes and used (Design of Experiments) DOE and Monte Carlo Analysis to determine the impact of these nodes on the system. This simulation results show how likely it is the system would achieve its five 9s availability requirement. The sensitivity analysis showed which failures have the largest impact on the system. Armed with this information, the design team can focus on the components that have the biggest impact on availability. By addressing these items, we greatly improve the probability of meeting our availability requirements.

  • Simulation and Optimization of the Power Distribution Network in VLSI Circuits

    In this paper, we present simulation techniques to estimate the worst-case voltage variation using a RC model for the power distribution network. Pattern independent maximum envelope currents are used as a periodic input for performing the frequency-domain steady-state simulation of the linear RC circuit to evaluate the worst-case instantaneous voltage drop for the RC power distribution networks. The proposed technique unlike existing techniques, is guaranteed to give the maximum voltage drop at nodes in the RC power distribution network. We present experimental results to compare the frequency-domain and time-domain simulation techniques for estimating the maximum instantaneous voltage drop. We also present frequency-domain sensitivity-analysis based decoupling capacitance placement for reducing the voltage variation in the power distribution network. Experimental results on circuits extracted from layout are presented to validate the simulation and optimization techniques.

  • Advanced Circuit Simulation using Multisim Workbench

    Multisim is now the de facto standard for circuit simulation. It is a SPICE- based circuit simulator which combines analog, discrete-time, and mixed-mode circuits. In addition, it is the only simulator which incorporates microcontroller simulation in the same environment. It also includes a tool for printed circuit board design. Advanced Circuit Simulation Using Multisim Workbench is a companion book to Circuit Analysis Using Multisim, published by Morgan & Claypool in 2011. This new book covers advanced analyses and the creation of models and subcircuits. It also includes coverage of transmission lines, the special elements which are used to connect components in PCBs and integrated circuits. Finally, it includes a description of Ultiboard, the tool for PCB creation from a circuit description in Multisim. Both books completely cover most of the important features available for a successful circuit simulation with Multisim. Table of Contents: Models and Subcircuits / Transmission Line / Other Types of Analyses / Simulating Microcontrollers / PCB Design With Ultiboard

  • Automation of IC Layout with Analog Constraints

    A methodology for the automatic synthesis of fullcustom IC layout with analog constraints is presented. The methodology guarantees that all performance constraints are met when feasible, or otherwise, infeasibility is detected as soon as possible, thus providing a robust and efficient design environment In the proposed approach, performance specifications are translated into lower- level bounds on parasitics or geometric parameters, using sensitivity analysis. Bounds can be used by a set of specialized layout tools performing stack generation, placement, routing, and compaction. For each tool, a detailed description is provided of its functionality, of the way constraints are mapped and enforced, and of its impact on the design flow. Examples drawn from industrial applications are reported to illustrate the effectiveness of the approach.

  • Micropower System Modeling with Homer

    This chapter contains sections titled: * Introduction * Simulation * Optimization * Sensitivity Analysis * Physical Modeling * Economic Modeling * References * Glossary

  • Phase 3: Evaluating and Choosing Flexible Designs

    This chapter contains sections titled: Evaluation of Individual Projects, Choosing Between Target Curves, Multidimensional Comparison of Projects, Validation by Sensitivity Analysis, Example Application: Development of a Deep-Water Oil Field, Take Away



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