CURVE FITTING using PYTHON

https://skill-lync.com/projects/data-analysis-in-python-8

AIM: To read a file containing information about engine thermodynamic properties and to perform the analysis. OBJECTIVES: To extract the desired thermodynamic properties data and to plot them. The Programming Language Used: PYTHON CODE: #DATA PARSING #IMPORTINING THE MODULES import matplotlib.pyplot as plt…

https://skill-lync.com/projects/curve-fitting-using-python-57

AIM: To perform curve fitting for a given temperature and specific heat data of Oxygen species using PYTHON. OBJECTIVES: To write code to fit a linear and cubic polynomial for the given Cp data. Curve Fitting: Curve fitting is the process of constructing a curve or mathematical functions, which posses the closest…

AIM: To write a python script to solve for the minimum value of pressure using the newton raphson method. OBJECTIVES: 1. Using the newton raphson method to find out the value of pressure for h = 0.6 ft. 2. To find the optimal relaxation factor for this problem with the help of a suitable plot. 3. To Tabulate the results…

Aim:  To Minimize the following function 5-(x-2)^2 -2(y-1)^2  subject to the following constraint x + 4y = 3   The method of Lagrange multipliers is a method for finding max or min of a function of several variables restricted to a given subset. Method of Lagrange Multipliers: Suppose that f(x, y) and g(x,…

https://skill-lync.com/projects/solving-second-order-ode-using-python-3

AIM: To write a program in python to solve ODE and to create the simple pendulum animation OBJECTIVES OF THE PROJECT: The main objective of this project is to write a program in Python that will simulate the pendulum motion.   GOVERNING EQUATIONS: Basic math concepts like the resolution of vectors and…

https://skill-lync.com/projects/otto-cycle-256

AIM: To solve an otto cycle and make plots with the given information OBJECTIVE:  1. To code and create a PV diagram for Otto cycle 2. To compute and output the thermal efficiency of the engine. Otto Cycle: On this cycle, petrol, gas and many types of oil engines work. 1→2: Adiabatic compression  2→3:…

https://skill-lync.com/projects/rankine-cycle-simulation-9

AIM: To create a Rankine cycle simulator and to find out the thermodynamic properties at each state. OBJECTIVES OF THE PROJECT: 1. To calculate the state points of the Rankine Cycle. 2. To plot the T-S and H-S plots for the given inputs. 3. To calculate the Net work output and Back work ratio. RANKINE CYCLE The Rankine…

https://skill-lync.com/projects/parsing-nasa-thermodynamic-data-215

AIM: To extract the polynomial coefficients that can be used to evaluate and study the thermodynamic properties such as Cp, H and S of various chemical compounds.  OBJECTIVES OF THE PROJECT: 1. Write a function that extracts the 14 coefficients and calculates the enthalpy, entropy and specific heats for…

AIM: To find the maximum value of the stalagmite function using genetic algorithm. OBJECTIVES OF THE PROJECT: The objective of this project is to understand the working of the genetic algorithm and make use of it to  optimise the given function. GENETIC ALGORITHM:  Optimization is the process of finding the point…

AIM: To write a program in python to simulate the forward kinematics of a 2R Robotic Arm  GOVERNING EQUATIONS: Basic math concepts like the resolution of vectors and locating coordinates the specific points in the plane. OBJECTIVES OF THE PROJECT: The main objective of this project is to create the animation…

  AIM: To perform the curve fitting for the given CP data using MATLAB CURVE FITTING: Curve fitting the process of construction the curve or a mathematical functions, which process the closest proximity to the real series of data. GOVERNING EQUATIONS: OBJECTIVE OF THE PROJECT: The main objective of this project…

 AIM :  1. To solve the second-order ODE of a simple pendulum 2. To plot the graph between angular displacement vs time  and angular velocity vs time  3. To make the animation of a simple pendulum   GOVERNING EQUATIONS : 1.Second order differential equation of simple pendulum is `(d^2θ)/dt^2…

 AIM: To develop the indicator diagram of the Otto Cycle using MATLAB GOVERNING EQUATIONS: IDEAL GAS EQUATION : `PV=NRT`     P=Pressue     V=Volume     R=Universal gas constant     N=No of moles      T=Temperature  OBJECTIVES OF THE PROJECT: The main objective…

AIM: To create the simulation of forwarding kinematics of a 2R Robotic Arm GOVERNING EQUATIONS: Basic trigonometry and math skills. OBJECTIVES OF THE PROJECT: The main objective of this project is to create the simulation of the forwarding kinematics of a 2R Robotic Arm using simple math functions like plot and with the…