Full project demonstration and walkthrough


 

Comments

Post a Comment

Popular posts from this blog

MATLAB Coding and Initial Data Analysis

Image
Writing the MATLAB script I developed two main MATLAB scripts: wind_turbine_analysis.m - Single turbine simulation using dataset multi_turbine_simulation.m - Multiple turbine wind farm simulation The first script loads the dataset (Voltage, Current, RPM, Power) and performs a comprehensive analysis as seen in the command window. The script automatically calculates mean, standard deviation, min and max for all variables, which gives us an insight into the system's variability and behaviour. What the time series shows. The voltage varies between approximately 5.8V and 11.4V over 60 seconds, following a smooth pattern that simulates varying wind conditions. The current response shows an inverse relationship; when the voltage is high, the current seems to be lower, which is realistic for a system with varying load conditions. Power output ranges from around 0.2W to nearly 5W, staying withing the specified 0-5W range. RPM and Power Relationship The scatter plot shows a clear positive co...
Read more

Week 1: Project Overview

Image
Designing and implementing a small-scale wind energy system that combines data analytics, embedded sensing, Internet of Things connectivity, and simulation-based validation is the goal of this project. The motivation behind this project is to gain hands-on experience with a complete engineering workflow, starting from physical energy generation and extending to real-time monitoring, MATLAB analysis, and digital twin modelling. Because wind energy is inherently changeable, it was selected as the focal point because it is perfect for showcasing real-time sensing, data processing, and system modelling. By using a controlled wind source such as a desk fan, the system can be tested repeatedly under different conditions while remaining safe and practical for indoor experimentation. This study closely relates to contemporary engineering techniques utilised in smart systems, predictive modelling, and renewable energy monitoring. Project Overview The project entails constructing a prototype mic...
Read more

Project Development

Image
Simulated dataset created in order to start writing MATLAB code and test plots. A Simulink model can also be created to represent the expected behaviour of the wind turbine system and enable early validation of the data processing and analysis workflow before hardware integration. Used ChatGPT to create a dataset within these values. Once the dataset was created, I then remade it twice to fit the range and added another column to facilitate power. Once the dataset was created at intervals of 1 second and a range of 0-60. I can now use this dataset to simulate a test and plot graphs, write the MATLAB codes, create a Simulink model and design the dashboard online.
Read more