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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2017 IEEE/MTT-S International Microwave Symposium - MTT 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 - MTT 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 - MTT 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 (IMS2015)

    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.


2014 IEEE International Symposium on Circuits and Systems (ISCAS)

The IEEE International Symposium on Circuits and Systems (ISCAS) is the flagship conference of the IEEE Circuits and Systems Society and the world’s premier networking forum in the highly active fields of theory, design and implementation of circuits and systems.ISCAS 2014 will have a special focus on nano/bio circuits and systems applied to enhancing living and lifestyles, and seeks to address multidisciplinary challenges in healthcare and well-being, the environment and climate change.

  • 2013 IEEE International Symposium on Circuits and Systems (ISCAS)

    The Symposium will focus on circuits and systems employing nanodevices (both extremely scaled CMOS and non-CMOS devices) and circuit fabrics (mixture of standard CMOS and evolving nano-structure elements) and their implementation cost, switching speed, energy efficiency, and reliability. The ISCAS 2010 will include oral and poster sessions; tutorials given by experts in state-of-the-art topics; and special sessions, with the aim of complementing the regular program with topics of particular interest to the community that cut across and beyond disciplines traditionally represented at ISCAS.

  • 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012

    2012 International Symposium on Circuits and Systems (ISCAS 2012) aims at providing the world's premier forum of leading researchers in circuits and systems areas from academia and industries, especially focusing on Convergence of BINET (BioInfoNanoEnviro Tech.) which represents IT, NT and ET and leading Human Life Revolutions. Prospective authors are invited to submit papers of their original works emphasizing contributions beyond the present state of the art. We also welcome proposals on special tuto

  • 2011 IEEE International Symposium on Circuits and Systems (ISCAS)

    The IEEE International Symposium on Circuits and Systems (ISCAS) is the world's premier networking forum of leading researchers in the highly active fields of theory, design and implementation of circuits and systems.

  • 2010 IEEE International Symposium on Circuits and Systems - ISCAS 2010

    ISCAS is a unique conference dealing with circuits and systems. It's the yearly "rendez-vous" of leading researchers, coming both from academia and industry, in the highly active fields of theory, design and implementation of circuits and systems. The Symposium will focus on circuits and systems for high quality life and consumer technologies, including mobile communications, advanced multimedia systems, sensor networks and Nano-Bio Circuit Fabrics and Systems.

  • 2009 IEEE International Symposium on Circuits and Systems - ISCAS 2009

    Analog Signal Processing, Biomedical Circuits and Systems, Blind Signal Processing, Cellular Neural Networks and Array Computing, Circuits and Systems for Communications, Computer-Aided Network Design, Digital Signal Processing, Life-Science Systems and Applications, Multimedia Systems and Applications, Nanoelectronics and Gigascale Systems, Neural Systems and Applications, Nonlinear Circuits and Applications, Power Systems and Power Electronic Circuits, Sensory Systems, Visual Signal Processing and Communi

  • 2008 IEEE International Symposium on Circuits and Systems - ISCAS 2008

  • 2007 IEEE International Symposium on Circuits and Systems - ISCAS 2007

  • 2006 IEEE International Symposium on Circuits and Systems - ISCAS 2006


2013 IEEE 15th Electronics Packaging Technology Conference (EPTC 2013)

EPTC aims to provide a good coverage of technological developments in allareas of electronic packaging from design to manufacturing and operation. It is a major forum for theexchange of knowledge and provides opportunities to network and meet leading experts in the field.


2012 Chinese Control Conference (CCC)

The Chinese Control Conference (CCC) is an annual international conference organized by the Technical Committee on Control Theory (TCCT), Chinese Association of Automation (CAA). It provides a forum for scientists and engineers over the world to present their new theoretical results and techniques in the field of systems and control. The conference consists of pre-conference workshops, plenary talks, panel discussions, invited sessions, oral sessions and poster sessions etc. for academic exchanges.

  • 2011 30th Chinese Control Conference (CCC)

    Systems and Control

  • 2010 29th Chinese Control Conference (CCC)

    S1 System Theory and Control Theory S2 Nonlinear Systems and Control S3 Complexity and Complex System Theory S4 Distributed Parameter Systems S5 Stability and Stabilization S6 Large Scale Systems S7 Stochastic Systems S8 System Modeling and System Identification S9 DEDS and Hybrid Systems S10 Optimal Control S11 Optimization and Scheduling S12 Robust Control S13 Adaptive Control and Learning Control S14 Variable Structure Control S15 Neural


2012 International Symposium on Signals, Systems and Electronics (ISSSE)

Electronics for Communications; Circuits & Systems; Wireless, Optical and Cable-based Systems; Devices and Techniques for RF, Microwaves and Millimeter-waves, Baseband Circuits and Photonics; Radar Techniques and Applications.

  • 2010 International Symposium on Signals, Systems and Electronics (ISSSE)

    Technical papers in any area of interest to the URSI Commissions C and D will be considered. Broadly-defined topics include (but not limited to)Electronics for Communications, Sensing and Control, Circuits & Systems; DSP and SDR; Wireless, Optical and Cable-based Systems; Devices and Techniques for RF, Microwaves and Millimetre-waves, Baseband Circuits and Photonics; Radar Techniques and Applications; Circuit and System Simulation; Coding, Channel, Modulation, Detection Strategies; Smart Antennas/MIMO Te

  • 2007 International Symposium on Signals, Systems and Electronics (ISSSE '07)

    Electronics for Communications, Sensing and Control, Circuits & Systems; DSP and SDR; Wireless, Optical and Cable-based Systems; Devices and Techniques for RF, Microwaves and Millimetre-waves, Baseband Circuits and Photonics; Radar Techniques and Applications; Circuit and System Stimulation; Coding, Channel, Modulation, Detection Strategies; Smart Antennas/MIMO Techniques, Electronic System Partitioning & Interface; Networks & Signals; Numerical and CAD Techniques


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Periodicals related to Sensitivity analysis

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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.


Microwave Theory and Techniques, IEEE Transactions on

Microwave theory, techniques, and applications as they relate to components, devices, circuits, and systems involving the generation, transmission, and detection of microwaves.


Reliability, IEEE Transactions on

Principles and practices of reliability, maintainability, and product liability pertaining to electrical and electronic equipment.



Most published Xplore authors for Sensitivity analysis

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Xplore Articles related to Sensitivity analysis

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The relationship between radar backscatter cross section and ocean wave parameters at low incidence angles

Xiaoqing Chu; Yijun He; Gengxin Chen 2009 IEEE International Geoscience and Remote Sensing Symposium, 2009

Using collocated data set of Tropical Rainfall Mapping Mission (TRMM) precipitation radar (PR) and buoy wind and wave measurements, we study the relationship between the Ku-band radar backscatter cross section (¿°), radar incidence angle (¿), the buoy measured near surface wind speed in 10m (U10), significant wave height (SWH), wave steepness (¿), and wave age (ß). Sensitivity analysis of those ...


A perturbation theorem for sensitivity analysis of SVD based algorithms

Y. Hua; T. K. Sarkar Proceedings of the 32nd Midwest Symposium on Circuits and Systems,, 1989

A perturbation theorem on perturbations in the singular-value-decomposition (SVD) truncated matrices and SVD truncated pseudoinverses is presented. The theorem can be applied for sensitivity analysis of any SVD-based algorithm that can be formulated in terms of SVD truncated matrices or/and SVD truncated pseudoinverses. The theorem is applied to an SVD-based polynomial method and an SVD-based direct matrix pencil method for ...


F-PRG: a front end to mathematical problem solvers for fuzzy multiobjective mathematical programming problem with fuzzy goals and fuzzy parameters [for F-PRG read F-PROG]

M. de Cabello; V. Cross Proceedings of IEEE 5th International Fuzzy Systems, 1996

This paper describes a software intended to automate the process of transforming fuzzy optimization problems into ordinary mathematical programming problem. The transformation can be made under Bellman and Zadeh fuzzy decision criterion (1970) or reference point technique. In both cases, special features are provided in order to facilitate the sensitivity analysis of the parameters. The fuzzy goals and fuzzy parameters ...


Assessment of deteriorating reinforced concrete structures using artificial neural networks

N. Yasuda; T. Tsutsumi; T. Kawamura; S. Matsuho; W. Shiraki 1993 (2nd) International Symposium on Uncertainty Modeling and Analysis, 1993

An artificial neural network was used to assess deteriorating reinforced concrete (RC) structures using periodical inspection data for thermal power plants along the coast of Tokyo Bay arranged by the Tokyo Electric Power Company. In the analysis, the focus is on chloride-induced corrosion damage of RC structures. 13 input variables such as crack width, crack direction, number of cracks, etc. ...


Bidirectional closed-form transformation between on-chip coupling noise waveforms and interconnect delay-change curves

T. Sato; Yu Cao; K. Agarwal; D. Sylvester; Chenming Hu IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2003

A novel concept of bidirectional transformation between on-chip coupling noise waveform and delay-change curve (DCC) using closed-form equations is described in this paper. These equations are targeted for use in: 1) the efficient generation of DCCs and 2) accurate experimental determination of subnanosecond coupling noise. In particular, we explore the concept of using analytical models to efficiently generate DCCs that ...


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Educational Resources on Sensitivity analysis

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eLearning

The relationship between radar backscatter cross section and ocean wave parameters at low incidence angles

Xiaoqing Chu; Yijun He; Gengxin Chen 2009 IEEE International Geoscience and Remote Sensing Symposium, 2009

Using collocated data set of Tropical Rainfall Mapping Mission (TRMM) precipitation radar (PR) and buoy wind and wave measurements, we study the relationship between the Ku-band radar backscatter cross section (¿°), radar incidence angle (¿), the buoy measured near surface wind speed in 10m (U10), significant wave height (SWH), wave steepness (¿), and wave age (ß). Sensitivity analysis of those ...


A perturbation theorem for sensitivity analysis of SVD based algorithms

Y. Hua; T. K. Sarkar Proceedings of the 32nd Midwest Symposium on Circuits and Systems,, 1989

A perturbation theorem on perturbations in the singular-value-decomposition (SVD) truncated matrices and SVD truncated pseudoinverses is presented. The theorem can be applied for sensitivity analysis of any SVD-based algorithm that can be formulated in terms of SVD truncated matrices or/and SVD truncated pseudoinverses. The theorem is applied to an SVD-based polynomial method and an SVD-based direct matrix pencil method for ...


F-PRG: a front end to mathematical problem solvers for fuzzy multiobjective mathematical programming problem with fuzzy goals and fuzzy parameters [for F-PRG read F-PROG]

M. de Cabello; V. Cross Proceedings of IEEE 5th International Fuzzy Systems, 1996

This paper describes a software intended to automate the process of transforming fuzzy optimization problems into ordinary mathematical programming problem. The transformation can be made under Bellman and Zadeh fuzzy decision criterion (1970) or reference point technique. In both cases, special features are provided in order to facilitate the sensitivity analysis of the parameters. The fuzzy goals and fuzzy parameters ...


Assessment of deteriorating reinforced concrete structures using artificial neural networks

N. Yasuda; T. Tsutsumi; T. Kawamura; S. Matsuho; W. Shiraki 1993 (2nd) International Symposium on Uncertainty Modeling and Analysis, 1993

An artificial neural network was used to assess deteriorating reinforced concrete (RC) structures using periodical inspection data for thermal power plants along the coast of Tokyo Bay arranged by the Tokyo Electric Power Company. In the analysis, the focus is on chloride-induced corrosion damage of RC structures. 13 input variables such as crack width, crack direction, number of cracks, etc. ...


Bidirectional closed-form transformation between on-chip coupling noise waveforms and interconnect delay-change curves

T. Sato; Yu Cao; K. Agarwal; D. Sylvester; Chenming Hu IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2003

A novel concept of bidirectional transformation between on-chip coupling noise waveform and delay-change curve (DCC) using closed-form equations is described in this paper. These equations are targeted for use in: 1) the efficient generation of DCCs and 2) accurate experimental determination of subnanosecond coupling noise. In particular, we explore the concept of using analytical models to efficiently generate DCCs that ...


More eLearning Resources

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IEEE-USA E-Books

  • A Fundamental Tradeoff between Performance and Sensitivity within Haptic Rendering

    In this paper we show that for haptic rendering using position feedback, the structure of the feedback loop imposes a fundamental tradeoff between accurate rendering of virtual environments and sensitivity of closed-loop responses to hardware variations and uncertainty. Due to this tradeoff, any feedback design that achieves high-fidelity rendering incurs a quantifiable cost in terms of sensitivity. Analysis of the tradeoff reveals certain combinations of virtual environment and haptic device dynamics for which performance is achieved only by accepting very poor sensitivity. This analysis may be used to show that certain design specifications are feasible and may guide the choice of hardware to mitigate the tradeoff severity. We illustrate the predicted consequences of the tradeoff with an experimental study.

  • DC grid power flow control devices

    This chapter presents an overview of DC power flow control devices (DCPFCs) and the effects of DCPFCs on DC grids. There are mainly three types of DCPFCs to realize the flexible power flow control: DC transformers, variable series resistors (VSR), and series voltage sources (SVS). DC transformers are shunt connected devices, while VSR and SVS are series connected devices. The chapter describes the topologies of power flow control devices and provides generic modeling of DCPFCs for power flow calculation of DC grids and the sensitivity analysis. It presents some case studies using a five-terminal DC grid with these facilities and case tests to investigate effects of DCPFCs on a DC grid based on the CIGRE test system. The chapter also provides a comparison of DCPFCs. Comparisons of the three devices have been made in terms of the control flexibility, the power rating, and power losses.

  • 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

  • Digital Sensitivity: Predicting Signal Interaction using Functional AnalysisThis project is supported by the Semiconductor Research Corporation under grant 96DC324. Its support is gratefully acknowledged.

    Maintaining signal integrity in digital systems is becoming increasingly difficult due to the rising number of analog effects seen in deep sub-micron design. One such effect, the signal crosstalk problem, is now a serious design concern. Signals which couple electrically may not affect system behavior because of timing or function in the digital domain. if we can isolate observable coupling effects then we can constrain layout synthesis to eliminate them [1]. In this paper, we find that it is possible to predict signal interaction by signal functionality alone, leading to a significant amount of robust switching isolation, independent of parasitics introduced by layout or semiconductor process. We introduce techniques to predict signal interaction using functional sensitivity analysis. In general sequential networks we find that significant switching isolation can be extracted with efficient sensitivity analysis algorithms, thus giving promise to the goal of synthesizing layout free from crosstalk effects.

  • Sensitivity Calculation

    This chapter contains sections titled: Introduction Loss Sensitivity Calculation Calculation of Constrained Shift Sensitivity Factors Perturbation Method for Sensitivity Analysis Voltage Sensitivity Analysis Real-Time Application of Sensitivity Factors Simulation Results Conclusion References

  • Behavioral Simulation for Analog System Design Verification

    Synthesis of analog circuits is an emergent field, with efforts focused at the cell level. With the growing trend of mixed ASIC designs that contain significant portions of analog sections, compatible design methodologies in the analog domain are necessary to complement those in the digital domain. The synthesis process requires an associated verification process to ensure that the designs meet performance specifications at the onset In this paper we present a behavioral simulation methodology for analog system design versification and design space exploration. The verification task integrates with analog systemlevel synthesis for an integrated synthesis-verification process that avoids expensive post synthesis simulation by invoking external simulators. Thus rapid redesign at the architectural level can be undertaken for design parameter variation and during optimization. The verification suite is composed of a repertoire of analysis modes that include time and frequency domain analysis, sensitivity analysis and distortion analysis. Besides verification of design specifications, these analysis modes are also used to generate metrics for comparison of various architectural choices that could realize a given set of specifications. The implementation is in the form of a behavioral simulator, ARCHSIM.

  • Practical Considerations

    This chapter discusses what might be called Kalman filter engineering, which is that body of applicable knowledge that has evolved through practical experience in the use and misuse of the Kalman filter. The discussion includes many more matters of practice than nonlinearities and finite-precision arithmetic. The chapter first discusses the methods for detecting and correcting anomalous behavior of estimators. It then discusses the evaluation of suboptimal filters (using dual-state filters) and sensitivity analysis methods. The chapter compares memory, throughput, and wordlength requirements for alternative implementation methods. Methods for decreasing computational requirements, and methods for assessing the influence on estimator performance of sensor location and type and the number of sensors are then discussed. Finally the chapter discusses the methods for top-down hierarchical system- level error budgeting, and demonstrates the application of square-root filtering techniques to an inertial navigation system (INS)-aided GPS navigator.

  • Monte Carlo Simulation Models

    Monte Carlo simulation is a powerful technique used to characterize a range of system behavior based on assumed probability distributions of parameters associated with a model. Monte Carlo simulation has been applied to a wide range of problems, including financial predication. In terms of reliability modeling, we combine the probability distributions for many reliability parameters of interest in our model to predict the range of possible system availability and the likelihood of each outcome. These data is plotted for visual analysis. Based on these data, we can determine the likelihood of the minimum availability requirement of our system being met. Sensitivity analysis shows us which parameters have the most impact on system availability. With this information, we can focus our design activities on optimizing/ improving system behavior by improving the reliability of this parameter or minimizing their impacts. Time-based Monte Carlo simulation shows us when outages are most likely to occur on average given a large number of systems being simulated. A comparison of tools and simulation techniques helps us determine the benefit and limitations of each technique.

  • Internet Telephony in the Corporation

    This chapter contains section titled: Corporate Internet Telephony, Results, Sensitivity Analysis, Economic and Policy Implications, Conclusions, Notes

  • Quantification of Technical, Economic, Environmental and Social Benefits of Microgrid Operation

    This chapter provides an overview of microgrid benefits in economic, technical, environmental and social aspects for a number of representative European Union member states. Each benefit item is mapped to the related stakeholder with dotted lines. The identification of microgrid benefits is a multi-objective and multi-stakeholder interest coordination task. Due to the comparatively large number of different assumptions that could impact microgrid benefits, a basic standard test condition (STC) is defined to evaluate microgrid benefits under a most likely to happen scenario. A section demonstrates sensitivity analysis with regard to preset conditions being performed to evaluate microgrid performance under various evaluation indices. The effects of market price variations and different pricing policies on the total economic benefit on the consumer side are shown.



Standards related to Sensitivity analysis

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