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m-Files are appropriately named as they refer to any file with suffix

.m

. They can be used to define scripts and functions.

If you save a sequence of commands to a file

name.m

, then whenever you type:

>> name

is the same as if you had entered in all the lines of the file

name.m

at the command line.

This can be used to perform repetitive tasks, such as creating the matrix for a simple linear regression. For example, save the following to a file

lr.m

:

A = [x, ones(size(x))];
c = A \ y

Then, if in Matlab you type:

>> x = (1:10)’;
>> y = [1.30 2.39 3.46 4.36 5.08 6.20 7.46 8.45 9.20 10.44]’;
>> lr

Simulink used for?

Simulink is a graphical programming environment for modeling, simulating and analyzing multidomain dynamical systems. … Simulink is widely used in automatic control and digital signal processing for multidomain simulation and Model-Based Design.

There are two major categories of elements in Simulink:

• Blocks

• Lines

Blocks are used to generate, modify, combine, output, and display signals. Lines, on the other hand, are used to transfer signals from one block to another.

Blocks There are several general classes of blocks, some of which are:

• Sources: Used to generate various signals. Sources blocks have outputs but no inputs. One may want to use a Constant input, a Sine Wave, a Step, a Ramp, a Pulse Generator, or a Uniform Random number to simulate noise. The Clock may be used to create a time index for plotting purposes.

• Sinks: Used to output or display signals. Sinks blocks have inputs but no outputs. Examples are Scope, Display, To Workspace, Floating Scope, XY Graph, etc.

•Discrete: Discrete Filter, Discrete State-Space, Discrete Transfer Fcn, Discrete ZeroPole, Unit Delay, etc.

•Continuous: Integrator, State-Space, Transfer Fcn, Zero-Pole, etc.

• Signal routing: Mux, Demux, Switch, etc.

• Math Operations: Abs, Gain, Product, Slider Gain, Sign, Sum, etc.

Lines

Lines transmit signals in the direction indicated by the arrow. Lines must always transmit signals from the output terminal of one block to the input terminal of another block. One exception to this is that a line can tap off of another line. This sends the original signal to two (or more) destination blocks.

Lines can never inject a signal into another line; lines must be combined through the use of block such as a summing junction. A signal can be either a scalar signal or a vector signal.

Advantages of MATLAB?

MATLAB has several advantages over other methods or languages:

Its basic data element is the matrix. A simple integer is considered an matrix of one row and one column. Several mathematical operations that work on arrays or matrices are built-in to the MATLAB environment. For example, cross-products, dot-products, determinants, inverse matrices.
Vectorized operations. Adding two arrays together needs only one command, instead of a for or while loop.
The graphical output is optimized for interaction. You can plot your data very easily, and then change colors, sizes, scales, etc, by using the graphical interactive tools.
Matlab’s functionality can be greatly expanded by the addition of toolboxes. These are sets of specific functions that provided more specialized functionality. Ex: Excel link allows data to be written in a format recognized by Excel, Statistics Toolbox allows more specialized statistical manipulation of data (Anova, Basic Fits, etc)

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Machine Learning

Machine Learning is an application of Artificial Intelligence and is revolutionizing the way companies do business. At its core, it’s an algorithm or model that learns patterns in big data and then predicts similar patterns in new data. In layman’s terms, it’s the theory that machines should be able to learn and adapt through experience to produce reliable, repeatable decisions and results.

To start a career in machine learning, you must have the development experience with any programming language ( be it Python, R, SAS, etc.) Now, let me introduce you to how good a career in Machine Learning:
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power system

Power system

Electricity is generated at central power stations and then transferred to loads (i.e, Domestic, Commercial and Industrial) through the transmission and distribution system. A combination of all these systems is collectively known as an Electric Power System.

A power System is a combination of central generating stations, electric power transmission system, Distribution and utilization system. Each one of these systems is explained in detail in the next sections.

Fig. 1: Basic Structure of an Electric Power System (Energy Supply System)

Electric Energy Supply System

The transmission of electric power from a power station to consumers’ premises is known as the electric supply system.

An electric supply system consists of three principal components viz., the power station, the transmission lines and the distribution system. Electric power is produced at the power stations which are located at favourable places, generally quite away from the consumers. It is then transmitted over large distances to load centres with the help of conductors known as transmission lines. Finally, it is distributed to a large number of small and big consumers through a distribution network, supply system can be broadly classified into (i) d.c. or a.c. system (ii) overhead or underground system.

Nowadays, 3-phase, 3-wire AC system is universally adopted for generation and transmission of electric power as an economical proposition. However, distribution of electric power is done by 3-phase, 4-wire a.c. system. The underground system is more expensive than the overhead system. Therefore, the overhead system is mostly adopted for transmission and distribution of electric power.

Typical AC Power Supply in a Power System

The large network of conductors between the power station and the consumers can be broadly divided into two parts viz., transmission system and distribution system. Each part can be further sub-divided into two—primary transmission and secondary transmission and primary distribution and secondary distribution. In Fig. 2, the layout of a typical AC power supply scheme in a power system is shown by a single line diagram. It may be noted that it is not necessary that all power schemes include all the stages shown in the figure. For example, in a certain power scheme, there may be no secondary transmission and in another case, the scheme may be so small that there is only distribution and no transmission.

Fig. 2: AC Power Supply in a Power System

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