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Review_PLS - – Exponential – Power Polynomial Least...

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Department of Mechanical Engineering MIDTERM REVIEW ES140 Section 5 Fall 2006
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Department of Mechanical Engineering Problem Solving Problem Types Steps Define Describe Assumptions Apply Theory Solve Verify
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Department of Mechanical Engineering Dimensions and Units Systems of Units Types of Units Base Derived Conversions
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Department of Mechanical Engineering Analysis Methodology Scientific Notation Engineering Notation Significant Figures Precision Results Validation
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Department of Mechanical Engineering Engineering Drawing Perspective Drawings Schematic Drawings Block Diagrams Design Sketches
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Department of Mechanical Engineering Interpolation Method Don’t Extrapolate! MATLAB EXCEL Solver
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Department of Mechanical Engineering Graphing and Plotting Types of plots (Linear, Log-Log,etc) Bar Charts Histograms Multiple Curves on the same plot
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Department of Mechanical Engineering Curve Fitting / Linear Regression Equations Types Linear
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Unformatted text preview: – Exponential – Power / Polynomial Least Squares Fit MATLAB EXCEL Department of Mechanical Engineering Statistics Measures of Center – Mean – Median – Mode Measure of Spread – Range Measures of Varaition – Variance – Standard Deviation Department of Mechanical Engineering Statistics Normal Distribution – Mean – Standard deviation μ ± σ = 68% μ ± 2σ = 95% μ ± 3σ = 99.7% MATLAB EXCEL Department of Mechanical Engineering Vectors Representation Dot Product Angle Between Vectors MATLAB EXCEL Department of Mechanical Engineering Matrix Math Addition and Subtraction Multiplication Inverse / Division Identity Matrix MATLAB EXCEL Department of Mechanical Engineering Systems of Equations Matrix Form of a set of Equations Manipulation Solution MATLAB EXCEL...
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