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Curve fitting in Python

Objective:    Write a program to fit curve for linear and cubic polynomial. Introduction: Curve Fitting:   Curve fitting is process of constructing a curve or mathematical functions which posess the closest proximity to the real series of data.By  Curve fitting, we can mathematically construct the functional…

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    Read more Projects by Piyush Misar (52)

    Week 5 - Rayleigh Taylor Instability

    Objective:

    Objective: To understand practical CFD models which are based on the mathematical analysis of Rayleigh Taylor waves. To perform the Rayleigh Taylor instability simulation for 2 different mesh sizes with the base mesh being 0.5 mm. To Run one more simulation with water and user-defined material(density = 400 kg/m3, viscosity…

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    27 Mar 2021 10:08 AM IST

    • CFD
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    Week 4 - CHT Analysis on Exhaust port

    Objective:

    Aim: To run simulation to anlyse Conjugate Heat transfer in Exhaust port. Objective: 1.To understand why and where a CHT analysis is used. 2.Run the CHT simulation using different turbulence model and justify results.   Introduction: Conjugate Heat Transfer (CHT): The Conjugate Heat Transfer (CHT) analysis…

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    13 Mar 2021 09:03 AM IST

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      CHT Analysis on Exhaust port

      Objective:

      Aim: To run simulation to anlyse Conjugate Heat transfer in Exhaust port. Objective: 1.To understand why and where a CHT analysis is used. 2.Run the CHT simulation using different turbulence model and justify results.   Introduction: Conjugate Heat Transfer (CHT): The Conjugate Heat Transfer (CHT) analysis…

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      13 Mar 2021 09:02 AM IST

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        Week 3 - External flow simulation over an Ahmed body.

        Objective:

        Aim: To run external flow simulation over Ahmed body. Objective: 1.Run the simulation for the velocity of 25 m/sec with the default air properties in fluent 2.To Perform the grid independency test and provide the values of drag and lift with each case.    Introduction: The Ahmed body was at first put forward…

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        26 Feb 2021 10:23 AM IST

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          Week 2 - Flow over a Cylinder.

          Objective:

          Aim: To Simulate the flow over a cylinder and explain the phenomenon of Karman vortex street.   Objective: 1.To Calculate the coefficient of drag and lift over a cylinder by setting the Reynolds number to 10,100,1000,10000 & 100000. (Run with steady solver) 2.Simulate the flow with the steady and unsteady case…

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          08 Feb 2021 11:16 AM IST

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            Steady Vs unsteady state flow over cylinder

            Objective:

            Aim: To Simulate the flow over a cylinder and explain the phenomenon of Karman vortex street.   Objective: 1.To Calculate the coefficient of drag and lift over a cylinder by setting the Reynolds number to 10,100,1000,10000 & 100000. (Run with steady solver) 2.Simulate the flow with the steady and unsteady case…

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            08 Feb 2021 11:15 AM IST

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              Mixing efficiency

              Objective:

              Aim: To setup up steady-state simulations  for the flow of air through mixing Tee in Ansys Fluent. Objective: 1To set up the simulation for two cases i.e. Short and long mixing Tee. 2.To set up steady-state simulations to compare the mixing effectiveness when hot inlet temperature is 360C & the Cold inlet is at…

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              23 Jan 2021 05:28 PM IST

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              Simulation of mixing tee's and their effectivenes in ansys fluent.

              Objective:

              Aim: To setup up steady-state simulations  for the flow of air through mixing Tee in Ansys Fluent. Objective: 1To set up the simulation for two cases i.e. Short and long mixing Tee. 2.To set up steady-state simulations to compare the mixing effectiveness when hot inlet temperature is 360C & the Cold inlet is at…

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              23 Jan 2021 05:26 PM IST

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              Final Project: Electric Rickshaw modelling

              Objective:

              Aim: To Create a detailed MATLAB model of an electric rickshaw. Objective: To Create a detailed MATLAB model of an electric rickshaw for the following condition: 1.Rear wheels driven by PM brushed type motor. 2.Assume efficiency points of motor controller and motor. 3.For any three standard driving cycles show energy consumption,…

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              08 Jan 2021 08:58 AM IST

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              Project-1: Powertrain for aircraft in runways

              Objective:

              objective: Search and list out the total weight of various types of aircrafts.  Is there any difference between ground speed and air speed?  Why is it not recommended to use aircraft engine power to move it on the ground at Airport?  How an aircraft is pushed to runway when its ready to take off?  …

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              21 Nov 2020 08:01 AM IST

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                Week-11 Challenge: Braking

                Objective:

                Objective: For a defined driving cycle, calculate the energy required for braking. Why electric motor can’t develop braking torque at high speed similar to starting? How electric and mechanical brakes are coordinated?  Make a MATLAB program which plots contour of given motor speed, torque and efficiency values.…

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                16 Nov 2020 10:31 AM IST

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                Induction Motor characteristics

                Objective:

                Objective: 1.TO understand operation of induction motor and its simillarity with clutch. 2.To calculate the starting time of drive for the given motor and load torque. 3.To stability of drive for the given motor and load torque. Theory: 1.How induction motor operation is similar to the clutch?  Ans: Operation of Clutch:…

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                21 Oct 2020 08:52 AM IST

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                  EV Drivetrain

                  Objective:

                  Objective: 1. Understand various types of power converter circuits are employed in electric and hybrid electric vehicle. 2.To determine steady speed of EV with duty cycle 70 %. Introduction: 1.Different ypes of power converter circuits are employed in electric and hybrid electric vehicle. Ans: General configuration of…

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                  09 Oct 2020 09:53 AM IST

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                  1 D linear convection

                  Objective:

                  Objective:    Write the program to solve 1 D linear convection problem. Given: Assume that the domain length is L = 1m. The initial velocity profile is a step function. It is equal to 2m/s between x= 0.1 and 0.3 and 1m/s everywhere else. Constant Velocity, C = 1. Set time step = 0.01. time = 0.4seconds. Make…

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                  08 Oct 2020 08:23 AM IST

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                    Emission characterization on a CAT3410 engine

                    Objective:

                    Objective: 1.To run the simulation for omega and open w piston. 2.To charactererize emmision and compare them between omega and the open-w pistons. 3.Compare the imep and power values graphically. Introduction: Caterpiler 3410 is heavy duty diesel engine mainly used for industrial applications.Closed cycle analysis is…

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                    28 Sep 2020 10:49 AM IST

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                    PFI full hydro case setup

                    Objective:

                    Aim: To setup Full Hydrodynamic simulation for Port Fuel Injected (PFI) gasoline engine. Objective: 1.To setup Full Hydrodynamic simulation. 2.Calculate compression ratio,combustion efficiency,power and torque for the given engine. Theory: Port Fuel Injected (PFI): Port injection sprays the fuel into the intake ports where…

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                    21 Sep 2020 04:49 PM IST

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                    No hydro simulation for PFI engine

                    Objective:

                    Aim: To setup No Hydro Simulation for 4 stroke port fuel injection engine. Objective: 1.To setup No hydro simulation for PFI engien. 2.To perform surface preparation and boundary flagging for PFI. Theory:   4 stroke PFI type engine geometry is given and we have to flag the boundaries and check for any geometric errors…

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                    05 Sep 2020 04:24 AM IST

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                      RANS derivation and analysis

                      Objective:

                      Aim:  Apply reynold's decomposition to the NS equations and come up with the expression for reynold's stress. Introduction: Reynolds stress: The Reynolds stress is the component of the Total stress tensor in a fluid obtained from the averaging operation over the Navier strokes equation to account for turbulent fluctuations…

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                      30 Aug 2020 09:07 AM IST

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                        Shock tube simulation in CONVERGE

                        Objective:

                        Aim: To setup Transient simulation of shock tube in CONVERGE. Objective: 1.To seup Transient shock tube simulation. 2.Plot the pressure and temperature. 3.Plot the cell count as a function of time Introduction: Shock tube: A simple shock tube is a tube, rectangular or circular in cross-section, usually constructed of metal,…

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                        23 Aug 2020 11:13 AM IST

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                          Conjugate Heat Transfer Simulation

                          Objective:

                          Aim: To setup flow through pipe and simulate Conjugate Heat Transfer(CHT). Objective: 1.To setup flow through pipe. 2.Perform Grid dependence test with 3 different grid size. 3.Effect of supercycle stage interval on output.   Introduction: CONJUGATE HEAT TRANSFER: The term conjugate heat transfer (CHT) is used to…

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                          20 Aug 2020 03:51 PM IST

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                            Prandtl Meyer Shock problem

                            Objective:

                            Aim:  To simulate Prandtl–Meyer Shock problem in CONVERGE. Objective: 1.Literature Review of shock wave. 2.To understand diferent types of boundary conditions. 3.Effect of SGS parameter on shock wave,temperature and cell count.   Introduction: Shock wave:  Shock wave is a type of propagating disturbance…

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                            14 Aug 2020 07:54 AM IST

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                              Transient simulation of flow over a throttle body

                              Objective:

                              Aim:  To Setup and run transient state simulation for flow over a throttle body. Objective:   1.To calculate an end time for simulation.   2.To create an animation in which the throttle movement should be visible.Throttle movement should be as follow:            …

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                              05 Aug 2020 02:27 PM IST

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                                Steady state simulation of flow over a throttle body in CONVERGE CFD

                                Objective:

                                Aim:   To simulate steady state flow over Throttle body.  Problem Discription: Geometry:   Geometry of elbow pipe with throttle valve fitted inside is created in solidworks and then it is imported as .STL file in CONVERGE studio.          Here,in this problem we are not performing…

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                                05 Aug 2020 09:32 AM IST

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                                  Flow over Backward facing step in CONVERGE CFD

                                  Objective:

                                  Aim:  To simulate flow over backward steping face for differenet mesh size in CONVERGE CFD. Theory: Boundary Layer Separation: Boundary layer separation is the detachment of a boundary layer from a surface into a wake. Separation occurs in flow that is slowing down, with pressure increasing, after passing the thickest…

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                                  25 Jul 2020 09:29 AM IST

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                                  Channel Flow simulation in Converge CFD

                                  Objective:

                                  Aim:    To simulate the steady flow through channel for diferent Mesh size in CONVERGE CFD and post process the result in Paraview. Theory: In this problem,the solver used is Preassure based steady state solver. PISO: PISO algorithm (Pressure implicit with splitting of operator) is a pressure-velocity calculation…

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                                  16 Jul 2020 10:47 AM IST

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                                  Discretization in GT Power

                                  Objective:

                                  Objective: 1.Explore the Tutorial ' single cyl DI 'and add case with discretization length 0.1 mm for intake runner and compare with default case with parameter such as Torque, BSFC, max cylinder pressure simulation time 2.Explore tutorial “Building intake manifold from STL model” .   1.Tutorial ' single…

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                                  25 Jun 2020 09:19 AM IST

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                                    Optimization in GT-Power

                                    Objective:

                                    Objective: To explore an example Diesel_4cyl_DIpulse_injratemap and and optimize the result for minimum NO and bsfc.   Model:        The engine is a 4-cylinder, four-stroke, direct injection, 2L diesel engine. Combustion is modeled by the DiPulse method, a predictive combustion model…

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                                    19 Jun 2020 10:46 AM IST

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                                      Assignment 7: FRM Converter and FRM Builder in GT Power

                                      Objective:

                                      Aim: To understand the process to convert High fidelity engine model to Fast Running Model (FRM) and to build FRM model using GT-Power. Objective: 1.To Explore tutorial number 9 2.Build FRM Model for following configuration using FRM builder approach: Bore 102 mm stroke 115 mm CR 17 No of cylinder 6 CI engine Twin Scroll…

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                                      25 May 2020 10:06 AM IST

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                                      Objective:

                                      Aim:       To model the pure electric vehicle and hybrid electric vehicle using Powertrain Blockset and compare their results for Wide open Throttle condition. Introduction: Powertrain Blockset:<!--[if gte mso 9]><xml> </xml><![endif]--><!--[if gte mso 9]><xml> Normal 0 false false false EN-IN…

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                                      15 May 2020 11:12 AM IST

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                                        Understanding the Turbochargers through examples in GT-power

                                        Objective:

                                        Objective:      Understand the Turbochargers through example in GT-Suite. Introduction: Turbocharger:          A turbocharger is a turbine driven, forced induction device that increases an IC engine efficiency and power output by forcing extra compressed air into…

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                                        08 May 2020 04:57 AM IST

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                                          Thermodynamic analysis of an engine for tractor application

                                          Objective:

                                          Objective:        To perform Thermodynamic analysis of an engine for tractor application with following targets: Power 75 HP bsfc targets- min 210 g/kWh and max 225 g/kWh cooled EGR configuration   Model Specification: Tractor model Sonalika Worldtrac 75 has been taken for analysis with…

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                                          03 May 2020 04:12 AM IST

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                                            week 3 ADVISOR Tool challenge

                                            Objective:

                                            Objective :     To explore ADVISOR GUI and analyse various EV models for range and gradbility. Introduction:         Advanced Vehicle Simulator (ADVISOR) was first developed in November 1994 at the National Renewable Energy Laboratory. It was designed as an analysis tool…

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                                            23 Apr 2020 08:44 AM IST

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                                            Impact of change of MFB50 on engine performance

                                            Objective:

                                            Objective:    To analyse CI engine and check the impact of change of MFB50 on engine parameters.   Introduction:   BSFC: Brake specific fuel consumption (BSFC) is a parameter that reflects the efficiency of a combustion engine which burns fuel and produces rotational power.      …

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                                            20 Apr 2020 08:35 AM IST

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                                              Assignment 2 Explore Tutorial No 1- SI final

                                              Objective:

                                              1.Run the case at 1800 rpm and list down important parameters. air flow rate BMEP BSFC In-cylinder pressure Ans:                                           …

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                                              08 Apr 2020 02:36 AM IST

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                                                Assignment 1 - Understanding GT Power

                                                Objective:

                                                1. Explore the GUI of GT SUITE and list down modules available with brief description. Ans: Modules in GT Suite are as follows: COOL 3D:   COOL-3D is a CAD-based preprocessing tool used in conjunction with GT-COOL to simulation 3-D underhood cooling modules integrated with 1-D cooling circuits. COOL-3D allows for…

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                                                29 Mar 2020 05:05 AM IST

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                                                Symmetry vs Wedge vs HP equation OpenFOAM pipe flow challenge - part 2

                                                Objective:

                                                Objective: Write a Matlab program that takes an angle as input and generates a blockMesh file for the given angle.Angles to test 10,25,45. Compare the above results with results obtained from results obtained from simulating the pipe flow with the wedge BC and solving the Hagen Poisuelle\'s equation Theory: Hydrodynamic…

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                                                28 Feb 2020 02:30 AM IST

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                                                Simulation of Flow through a pipe in OpenFoam part 1

                                                Objective:

                                                Objective: Write a program in Matlab that can generate the computational mesh automatically for any wedge angle and grading schemes. Simulate the velocity profile of fully developed flow at different positions along the length of the pipe.   Theory: Hydrodynamic entrance length:                     …

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                                                20 Feb 2020 03:07 AM IST

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                                                FVM Literature Review

                                                Objective:

                                                Aim: Describe the need for interpolation schemes and flux limiters in FVM.    Theory: Finite volume method (FVM):   The Finite volume method (FVM) is a method for representing and evaluating partial differential equation. In the form of algebraic equations In the finite volume method, volume integrals in…

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                                                13 Feb 2020 03:59 AM IST

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                                                  BlockMesh Drill down challenge in OpenFoam

                                                  Objective:

                                                  Aim:     To simulate the flow through a backward facing step using the icoFOAM solver.Create multiple meshes and compare the results obtained from each mesh. Objective: How does the velocity magnitude profile change as a function of mesh grading factor. Use factors, 0.2, 0.5,0.8 Measure the velocity profile…

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                                                  06 Feb 2020 03:45 AM IST

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                                                  Data analysis in python

                                                  Objective:

                                                  Objective: Data visualizer Your script should take column numbers as the input and plot the respective columns as separate images Each file should be saved by the name of the column The plot labels should be extracted from the file. If, I request for a plot between column 1 (crank angle) and column 8(volume), then the…

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                                                  01 Nov 2019 03:20 AM IST

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                                                    Curve fitting in Python

                                                    Objective:

                                                    Objective:    Write a program to fit curve for linear and cubic polynomial. Introduction: Curve Fitting:   Curve fitting is process of constructing a curve or mathematical functions which posess the closest proximity to the real series of data.By  Curve fitting, we can mathematically construct the functional…

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                                                    25 Oct 2019 05:10 AM IST

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                                                      Breaking Ice with Air cushion Vehicle - Find minimum pressure with Newton-Raphson method

                                                      Objective:

                                                      Objective:  Write a code to solve given equation by using Newton Raphson method. 1.Use relaxation factor of 1 and explain your results. 2.How will you choose the optimum relaxation factor for this case? and what is the optimum relaxation factor for this case? Show with the help of a graph, assume h = 0.6.…

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                                                      25 Oct 2019 05:10 AM IST

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                                                        Solving second order ODE in python

                                                        Objective:

                                                        Objective:   Write a program to simulate the transient behaviour of a simple pendulum and to create an animation of it\'s motion. Introduction:      A simple pendulum is defined to have an object that has a small mass, also known as the pendulum bob, which is suspended from a light wire or string.…

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                                                        15 Oct 2019 04:07 AM IST

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                                                          Otto cycle simulator using Python

                                                          Objective:

                                                          Objective: 1.Write a programe to plot P-V diagram for Otto cycle. 2.Calculate Thermal efficiency for otto cycle.   Introduction:     Otto cycle is gas power cycle on which Spark ignition engine works.It consist of four processes Process 1-2: Isentropic compression   In this process, the piston…

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                                                          13 Oct 2019 06:35 PM IST

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                                                            2R Robotic Arm Simulator

                                                            Objective:

                                                            Objective:   Write a Program to simulate forward kinematics of a 2R Robotic Arm. Introduction:                       A robotic arm  is a type of mechanicaal arm usually programmable with similar functions…

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                                                            10 Oct 2019 02:05 AM IST

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                                                              Rankine Cycle Simulator

                                                              Objective:

                                                              Objective:   Write a programe to  simulate Rankine cycle. Introduction:   Rankine cycle is an ideal vapour cycle. It plays a major role in steam power plants. This cycle is mainly based on the conversion of input heat energy into output power, using turbine. The working fluid at the inlet repeatedly undergoes…

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                                                              06 Oct 2019 01:47 AM IST

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                                                                Parsing NASA thermodynamic data

                                                                Objective:

                                                                Aim: Write a programe to parse NASA\'s thermodynamic data file and calculates the enthalpy, entropy and specific heats for all the species in the data file. Introduction: Parsing:      Parsing is the process of splitting file into pieces of data that can be easily stored or manipulated.so we are spliting…

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                                                                03 Oct 2019 03:57 AM IST

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                                                                  Otto cycle using matlab

                                                                  Objective:

                                                                  Introduction:   An Otto cycle is an idealized thermodynamic cycle that describes the functioning of a typical spark ignition engine. The Otto cycle consists of isentropic compression, heat addition at constant volume, isentropic expansion, and rejection of heat at constant volume. These processes can be easily…

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                                                                  21 Sep 2019 03:58 AM IST

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                                                                    Curve fitting using octave

                                                                    Objective:

                                                                    Objective:     Write code to fit a linear and cubic polynomial for the Cp data.    Introduction:  Curve Fitting:   Curve fitting is process of constructing a curveor mathematical functionswhich posess the closest proximity to the real series of data.By  Curve fitting, we can…

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                                                                    21 Sep 2019 03:49 AM IST

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                                                                      SImulation of transient behavior of simple pendulum using octave

                                                                      Objective:

                                                                      Objective: Write a program to simulate the transient behaviour of a simple pendulum and to create an animation of it\'s motion. Introduction: Simple Pendulum:   A simple pendulum has a small-diameter bob and a string that has a very small mass but is strong enough not to stretch appreciably. The linear displacement…

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                                                                      17 Sep 2019 04:20 AM IST

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                                                                        Flow over Bycycle

                                                                        Objective:

                                                                        Objective: 1.Write a programe to plot velocity vs Drag force. 2.Write a programe to plot drag co-efficient vs drag force. Introduction: A drag force is the resistance force caused by the motion of a body through a fluid. A drag force acts opposite to the direction of the oncoming flow velocity. This is the relative velocity…

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                                                                        11 Sep 2019 02:50 AM IST

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                                                                          To simulate forward kinematics of 2R robotic arm

                                                                          Objective:

                                                                          Introduction:   Forward kinematics refers to the use of the kinematic equations of a robot to compute the position of the end-effector from specified values for the joint parameters.   Code: Programe to simulate forward kinematics of 2R robotic arm. %forward kinematics of 2R robotic arm clear all close all clc…

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                                                                          11 Sep 2019 02:50 AM IST

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