MATLAB

MATLAB (matrix laboratory) is a multi-paradigm numerical computing environment and fourth-generation programming language. MATLAB is a high-performance language for technical computing.

It integrates computation, visualization, and programming in an easy-to-use environment where problems and solutions are expressed in familiar mathematical notation. Typical uses include: Math and computation. Algorithm development. Etc.

Topics to Be Covered:

• Day 1
• Fundamentals of MATLAB
• Fundamental of MATLAB
• Variables Creation
• Arithmetic Operations
• Math & Trigonometric Functions
• Predefined Variables
• Strings, Arrays & Cell Arrays
• Vector and matrix data 
• 3D matrix visualization 
• 2D matrix visualization
• Matlab Scripts & m-functions
• Conditional Statements 
• Introduction to Toolboxes & Technologies
• Symbolic Math Toolbox
• Fuzzy Logic Toolbox
• Global Optimization Toolbox – Genetic Algorithm
• Neural Network Toolbox
• Curve Fitting Toolbox
• Instrumentation Control Toolbox
• Simulink
• Introduction to Block-Sets
• Simulation Properties
• Commonly Used Block Sets
• Inports&Outports
• Subsystem, Sinks & Sources
• Scope Properties, Importing & Exporting data
• Connecting Blocks & Properties
• Working with Mux &Demux
• Creating Bus
• Logic & Math Operations
• Look-up Tables
• Circuit Designing 
• Circuit Simulation
• Waveform Analysis
•  Encryption & Decryption of Waveform
•  Day 2
• Power System Analysis
• Introduction to Transmission Network System
• Defining Line data, Bus Data in Transmission Network
• Forming Y bus admittance Matrix
• Newton Raphson Method for Load Flow Analysis
• Gauss Seidel Method for Load Flow Analysis
• Introduction to FACTS Devices
• Analysis for placement of FACTS Devices
• Working with STATCOM
• Placement and analysis of STATCOM
• Case Studies: STATCOM placement for IEEE 30 bus system
• Case Studies: Load Flow Analysis for IEEE 6 bus System
• Day 3
• Simpower System
• Introduction to power Electronics Systems
• Simulation of variable speed motor control
• Modeling a nonlinear inductance
• Simulation of a DC Motor Drive
• Simulation of an AC motor drive
• Designing of Inverters & Converters
• Working with 3-phase systems & Machines
• Power Electronics & Power System
• Setting initial Load Flow & Obtaining Steady State
• Transient Performance for Line Fault
• Frequency Analysis
• Analysis & Case Studies 
• Day 4
• Control System Toolbox
• Introduction to Control Systems & its application
• Linear System Modelling 
• Designing SISO & MIMO Models
• Frequency Domain & Time Domain Analysis
• PID Controller Design
• Using SISO Design Tool & LTI Viewer
• Case Studies – Root Locus Design for Servomechanism
• Case Studies – Nichols Plot & Bode Diagram for DC Motor
• State Space Analysis & State Estimator Designing
• Case Studies – Kalman Filtering
• Fuzzy Logic Toolbox
• Introduction to Fuzzy Logic & its Fundamental
• Designing Logic & Membership Functions
• Building System with Fuzzy Logic Toolbox GUI Tool
• Fuzzy logic Working in command Line
• Fuzzy logic working in Simulink
• Case Studies: Water Level Controller
• Case Studies: Washing Machine Controlling
• Day 5
• Curve Fitting Toolbox
• Introduction to Curve Fitting
• Interactive Curve & Surface Fitting
• Interpolation & Smoothing
• Spline Fitting
• Linear & Nonlinear Regression
• Symbolic Math Toolbox
• Symbolic Expressions and Calculations
• Calculus – Integration, Differentiation, Limits etc.
• Linear Algebra
• Fourier Transform & Inverse Fourier Transform
• Laplace Transform & Inverse Laplace Transform
• Z Transform & Inverse Z Transform
• Using Graphics with Equations
• Using MuPAD in Symbolic Maths Toolbox
• GUI designing  
• Introduction of GUI
• Various UI Controls in Guide 
• Static Text
• Editable Text
• Slider
• Axes Control
• Check Box
• Push Button
• Properties of GUI Control
• Various Syntaxes to be used on backend to relate components
• Merging series of GUIs to form complex application
• Designing GUI using Programming rather than GUIDE.
• Interfacing GUI with different platforms like MS Excel, C, Java etc.