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Interpolation with MATLAB.

LinearInterpolation

Linear interpolation is one of the most common techniques for estimating values between two given data points. For example, when using steam tables, we often have to carry out interpolations. With this technique, we assume that the function between the two points is linear. MATLAB has a built-in interpolation function.

The interp1 Function

Give an x-y table, y_new = interp1(x,y,x_new) interpolates to find y_new. Consider the following examples:

To demonstrate how the interp1 function works, let us create an x-y table with the following commands; x = 0:5; y = [0,20,60,68,77,110]; To tabulate the output, we can use [x',y'] The result is ans = 0 01 20 2 603 68 4 775 110 Suppose we want to find the corresponding value for 1.5 or interpolate for 1.5. Using y_new = interp1(x,Y,x_new) syntax, let us type in: y_new=interp1(x,y,1.5) y_new =40

The table we created above has only 6 elements in it and suppose we need a more detailed table. In order to do that, instead of a single new x value, we can define an array of new x values, the interp1 function returns an array of new y values: new_x = 0:0.2:5; new_y = interp1(x,y,new_x); Let's display this table [new_x',new_y'] The result is ans = 0 00.2000 4.0000 0.4000 8.00000.6000 12.0000 0.8000 16.00001.0000 20.0000 1.2000 28.00001.4000 36.0000 1.6000 44.00001.8000 52.0000 2.0000 60.00002.2000 61.6000 2.4000 63.20002.6000 64.8000 2.8000 66.40003.0000 68.0000 3.2000 69.80003.4000 71.6000 3.6000 73.40003.8000 75.2000 4.0000 77.00004.2000 83.6000 4.4000 90.20004.6000 96.8000 4.8000 103.40005.0000 110.0000

Using the table below, find the internal energy of steam at 215 ˚C and the temperature if the internal energy is 2600 kJ/kg (use linear interpolation).

An extract from Steam Tables
Temperature [C] Internal Energy [kJ/kg]
100 2506.7
150 2582.8
200 2658.1
250 2733.7
300 2810.4
400 2967.9
500 3131.6

First let us enter the temperature and energy values temperature = [100, 150, 200, 250, 300, 400, 500];energy = [2506.7, 2582.8, 2658.1, 2733.7, 2810.4, 2967.9, 3131.6];[temperature',energy'] returns ans = 1.0e+003 *0.1000 2.5067 0.1500 2.58280.2000 2.6581 0.2500 2.73370.3000 2.8104 0.4000 2.96790.5000 3.1316 issue the following for the first question: new_energy = interp1(temperature,energy,215) returns new_energy = 2.6808e+003 Now, type in the following for the second question: new_temperature = interp1(energy,temperature,2600) returns new_temperature = 161.4210

Summary of key points

  1. Linear interpolation is a technique for estimating values between two given data points,
  2. Problems involving steam tables often require interpolated data,
  3. MATLAB has a built-in interpolation function.

Questions & Answers

differentiate between demand and supply giving examples
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Lambiv
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appreciation
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In economics, a perfect market refers to a theoretical construct where all participants have perfect information, goods are homogenous, there are no barriers to entry or exit, and prices are determined solely by supply and demand. It's an idealized model used for analysis,
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AI-Robot
When MP₁ becomes negative, TP start to decline. Extuples Suppose that the short-run production function of certain cut-flower firm is given by: Q=4KL-0.6K2 - 0.112 • Where is quantity of cut flower produced, I is labour input and K is fixed capital input (K-5). Determine the average product of lab
Kelo
Extuples Suppose that the short-run production function of certain cut-flower firm is given by: Q=4KL-0.6K2 - 0.112 • Where is quantity of cut flower produced, I is labour input and K is fixed capital input (K-5). Determine the average product of labour (APL) and marginal product of labour (MPL)
Kelo
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What is different between quantity demand and demand?
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Quantity demanded refers to the specific amount of a good or service that consumers are willing and able to purchase at a give price and within a specific time period. Demand, on the other hand, is a broader concept that encompasses the entire relationship between price and quantity demanded
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Economic growth as an increase in the production and consumption of goods and services within an economy.but Economic development as a broader concept that encompasses not only economic growth but also social & human well being.
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In economics, the contract curve refers to the set of points in an Edgeworth box diagram where both parties involved in a trade cannot be made better off without making one of them worse off. It represents the Pareto efficient allocations of goods between two individuals or entities, where neither p
Cornelius
In economics, the contract curve refers to the set of points in an Edgeworth box diagram where both parties involved in a trade cannot be made better off without making one of them worse off. It represents the Pareto efficient allocations of goods between two individuals or entities,
Cornelius
Suppose a consumer consuming two commodities X and Y has The following utility function u=X0.4 Y0.6. If the price of the X and Y are 2 and 3 respectively and income Constraint is birr 50. A,Calculate quantities of x and y which maximize utility. B,Calculate value of Lagrange multiplier. C,Calculate quantities of X and Y consumed with a given price. D,alculate optimum level of output .
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Answer
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c
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the market for lemon has 10 potential consumers, each having an individual demand curve p=101-10Qi, where p is price in dollar's per cup and Qi is the number of cups demanded per week by the i th consumer.Find the market demand curve using algebra. Draw an individual demand curve and the market dema
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suppose the production function is given by ( L, K)=L¼K¾.assuming capital is fixed find APL and MPL. consider the following short run production function:Q=6L²-0.4L³ a) find the value of L that maximizes output b)find the value of L that maximizes marginal product
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types of unemployment
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What is the difference between perfect competition and monopolistic competition?
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Source:  OpenStax, A brief introduction to engineering computation with matlab. OpenStax CNX. Nov 17, 2015 Download for free at http://legacy.cnx.org/content/col11371/1.11
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