Week 5.1 - Mid term project - Solving the steady and unsteady 2D heat conduction problem

Week 2 - Flow over a Cylinder.Aim: Simulating a flow over a cylinder and study the affects of flow parameters on the simulation results.The challenge at hand is divided into 2 challenges:For Reynolds NumberRe=100, simulate the flow using steady and unsteady/transient solver independently and compare the results.Using…

Week 1- Mixing TeeAim:-Set up steady-state simulations to compare the mixing effectiveness when the hot inlet temperature is 36C, and the cold inlet is 19C.Try both the k-epsilon and k-omega SST models for the first case to get proper judgment about each method; later, use the most suitable model for further simulations.Simulate…

Project 2 - Create a report using PowerQuery, Macro VBA, List Functions and Data Validation functions for Data Reporting of Supply Chain Management companies   Requeted sir and madam large data file not sudmit so i am screen shceernshot uploading please acept me my request 1.Create a Macro for Data Formatting (Conditional…

Supervised Learning - Prediction Week 3 Challeng Q1. Perform Gradient Descent in Python with any loss function Ans:- Gradient Descent is an optimization algorithm in machine learning used to minimize a function by iteratively moving towards the minimum value of the function. We use the algorithm when we have to find the…

Basics of ML & AL Week 2 Challenge Q1.Calculate all 4 business moments using pen and paper for the below data set? Ans:- 1] First Business Moments:-Measure of central Tendancy  Mean(u) = ∑((xi*P(x))                =[(0 x 0.35) + (1 x 0.25) + (2 x 0.15) + (3 x 0.15)…

Week 1 Challenge Q1. Why there is a difference in the formula of variance for population and sample? Ans:-   The formula of variance for population is  σ2 = ∑(x_i  - u)/N. And formula of variance for sample is s2 = ∑(x_i  - u)/N-1 For population, We are…

Project 1 - Data Cleaning and Transformation using Pivot table and Charts for the Report on requirement of Team Hiring. Aim:- Company ABC Private Limited is manufacturing and selling below mentioned Products: Classic Cars Motorcycles Planes Ships Trains Trucks and Buses Vintage Cars As Business Analyst of the Company,…

Project 2:-Principal component analysis, K-Means Clustering & Hierarchical Clustering. Project Brief: International humanitarian NGO have been able to raise around $ 120 million.Now the CEO of the NGO call us to choose how to use this money strategically and effectively. The significant issues that comes while making…

Aim:-That company makes medicine for heart disease.We have to predict whether or not the patient has heart disease?We need to apply all five different machine learning models Logistic Regression, K-Nearest Neighbours Classifier,Support Vector machine, Decision Tree Classifier, Random Forest Classifier on the given…

Project 1 Aim:- Analyzing the user's database will lead to understanding the business perspective. Behaviour of the users can be traced in terms of business with exploration of the user’s database. Dataset:- One .csv file with name users_data with 98913 rows and 27 columns  (Following Program Run On MySQL…

 Project 2 Aim:-Once a student is passed out from a Institute or College, he/she is known as Alumni of the Institute. Alumni’s career growth plays important role in Institute’s ranking and other networking activities. In this project, career choices of alumni of two Universities will be analyzed with respect…

Project 2 - EDA on Vehicle Insurance Customer Data  Aim:A company has customer data that contains 8 columns of customer details and another table having name customer_policy data contains the policy details of the customer. The company intends to offer some discount in premium for certain customers. To do that…

Project 1 - English Dictionary App & Library Book Management System 1] English Dictionary App Aim: The aim of this project is to create an English Dictionary app that returns definitions of English words. When the application is started, it displays a menuas follows: Main MenuAdd a new wordFind the meaningUpdate…

 Validation studies of Symmetry BC vs Wedge BC in OpenFOAM vs Analytical H.P equation OBJECTIVE To simulate an axis-symmetric laminar flow through the constant cross-sectional of the pipe by applying the symmetry boundary condition. To simulating for the mentioned angles Le for 10, 25, 45 degrees using both symmetry and…

Aim:-Simulation of Flow through a pipe in OpenFoam Abstract The flow through a pipe is the case of internal flow. The surface is the duct in the case of air, it is a pipe in the case of water. The flow is driven because of the pressure difference created by the pumps, air handling units, fans, etc. They find their major…

Week 9 - FVM Literature Review Finite Volume Method In the finite volume method, instead of writing equation in single point, we are writing the equation in entire volume. In this method we does not assume the shape of a volume, instate we consider the flow that conserved inside the volume this is called the finite volume…

Simulation of a backward-facing in Open FOAM Aim: Simulate an incompressible—laminar-viscous flow through the Backward facing step geometry. Perform transient simulation; choose solver based on the Described physics of the flow in problem statement. Explain simulation process and way of setting up the problem Statement…

Simulation of a 1D Super-sonic nozzle flow simulation using Macormack Method OBJECTIVE:- Steady-state distribution of primitive variables inside the nozzle Time-wise variation of the primitive variables Variation of Mass flow rate distribution inside the nozzle at different time steps during the time-marching process Comparison…

Taylor series The Taylor series of a function is an infinite sum of terms that are expressed in terms of the functions derivation at a single point. For most common function, the functions and sum of its Taylor series are equal near this point. As the degree of the Taylor polynomial rises, it approaches the correct function,…

Week 5.1 - Mid term project - Solving the steady and unsteady 2D heat conduction problem Objective :- Solve the 2D heat conduction equation by using the point iterative techniques that were taught in the class.We will implement the following methods for solving implicit equations.The Boundary conditions for the problem…