AI Arc Fault Detection with MATLAB

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@EhtishamHaider1

As an Electrical Engineer with a deep understanding of data science and machine learning, I am ideally equipped to tackle your AI Arc Fault Detection project. Over the years, I have featured my collective proficiency in engineering, software development, and academic writing to deliver comprehensive solutions; from hardware design to financial modeling. In relation to this project, my vast knowledge in electrical power systems and pattern recognition aligns perfectly with the requirements for designing and simulating electrical circuits while generating and preprocessing signals. Moreover, I'm experienced in implementing machine learning models such as Convolutional Neural Networks (CNN) and Support Vector Machines (SVM) using MATLAB Deep Learning Toolbox. I stand out in not just providing solutions, but seeing problems from a multi-faceted angle that ensure robustness in the results produced. My skills don't just stop at developing machine learning or deep learning models for discrimination challenges; I go beyond to measure the model's performance through multiple parameters such as accuracy, ROC curve evaluation, confusion matrix derivation and precise documentation of the implementation process. Having extensively utilized MATLAB/Simulink for system modeling and data visualization, I am fully equipped to provide you with source codes as well as simulation models on completion of the project.

@divyam12345

Hello Dear, I understand your requirements. I have 10 years of experience in MATLAB/Simulink, Electrical Power Systems, Signal Processing, and AI. I can develop the complete Arc Fault Detection simulation as per your project requirements. I will provide the MATLAB code, Simulink model, AI model, training and testing scripts, performance graphs, and documentation. The code will be well commented and easy to understand. I am ready to start immediately and will deliver accurate, high-quality work on time. I look forward to working with you. Let’s connect in the chatbox for further discussions. Thank You. Dr. Divya

@Tahir789

I am a Licensed Professional Electrical Engineer with 6+ years of MATLAB/Simulink expertise in power systems simulation and fault analysis. I have strong domain knowledge in arc fault characteristics, electrical circuit modelling, and signal processing combined with hands-on experience in feature extraction, classification algorithms, and deep learning implementation. For this project I will build a complete Simulink circuit model, generate normal and arc fault signals across varied operating conditions, develop signal preprocessing and feature extraction routines, train a CNN or LSTM model on the generated dataset, and deliver all source code, Simulink models, training/testing scripts, and performance metrics with comprehensive documentation. I am available immediately to start. Best regards, Tahir Saleem

@ElecHamza

Hi, I can build your complete MATLAB and Simulink model for AI based arc fault detection in electrical distribution circuits. I will generate normal and fault waveforms, extract time frequency features, and train a CNN or LSTM model to classify conditions. The delivery includes the Simulink model, clean source code, dataset scripts, confusion matrices, and ROC performance curves. I have strong experience in power systems, digital signal processing, and MATLAB Deep Learning Toolbox integration. We can discuss your exact circuit parameters and start working on the synthetic dataset right away. Best regards

@InjectAI

Hello, I can develop a complete MATLAB/Simulink Arc Fault Detection system using AI/Deep Learning, covering simulation, dataset generation, feature extraction, model training, testing, and performance evaluation. The solution will include: • Electrical circuit simulation with normal and arc fault scenarios. • Signal preprocessing and time/frequency-domain feature extraction. • AI model (CNN, LSTM, SVM, or the most suitable approach) for fault classification. • Training/testing pipeline with confusion matrix, ROC curve, accuracy, precision, recall, and other metrics. • Well-commented MATLAB files, Simulink model, documentation, and setup guide. I have experience with MATLAB, Simulink, signal processing, machine learning, computer vision, and AI-based classification systems, and I can deliver clean, maintainable code suitable for future research or commercial use. Please visit my profile to review my portfolio and previous AI, MATLAB, and signal-processing projects. I'm currently offering an introductory rate for new clients, providing high-quality work at a competitive price while building long-term collaborations. I'd be happy to discuss your requirements and recommend the best AI architecture for your project. Best regards, Abdul Salam

@anjalio22

I would appreciate the opportunity to work on your AI-based Arc Fault Detection project in MATLAB/Simulink. I have experience with MATLAB, Simulink, signal processing, machine learning, and electrical system simulations, and I can deliver a well-structured, fully documented solution. I will develop a complete Simulink model to generate normal and arc fault current/voltage signals under multiple operating conditions. The project will include signal preprocessing, feature extraction (time and frequency domain), and an AI classification model using CNN, LSTM, SVM, or the most suitable algorithm based on the generated dataset. The model will be trained, tested, and evaluated using accuracy, confusion matrix, ROC curve, and other performance metrics. You will receive clean, well-commented MATLAB source code, the Simulink (.slx) model, dataset generation scripts, training/testing scripts, performance plots, and concise documentation explaining the complete workflow. I focus on writing modular, easy-to-understand code that can be extended for future research or practical implementation. Give me one opportunity to handle your project. I assure you that I will complete the work with full dedication, accuracy, and professionalism, delivering high-quality results within the agreed timeline. I look forward to discussing your requirements.

@abdullahalik

With over 3+ years of experience as a full-stack engineer and data scientist, I've honed my skills to meet the requirements of your project with ease. Equipped with strong proficiency in MATLAB, Simulink, Signal Processing, and Deep Learning, I am confident that I can develop a high-quality and comprehensive simulation for your AI-based Arc Fault Detection system. My specialization in Electrical Power Systems also comes into play, ensuring my understanding of the unique challenges faced in such circuits. Through meticulous signal preprocessing and feature extraction, I'll train and integrate the most suitable Machine Learning or Deep Learning model (CNN, LSTM, SVM) for fault classification. What sets me apart is not just my technical skill set but also my experience in delivering real-world solutions - an important aspect when developing a production-ready system like yours. Rest assured, you will receive not just the MATLAB source code and Simulink model but complete documentation explaining the workflow for your convenience. Let's work together to ensure safety within electrical distribution circuits!

@Habib821

Hello, I hope you're having a great day. I've delivered several MATLAB/Simulink projects for signal classification and fault detection, including models that use Deep Learning Toolbox. I recently built an arc-fault detector prototype using Simulink to generate 1 kHz-sampled current traces, wavelet denoising, and an LSTM classifier trained on synthetic fault scenarios. I'd start by defining the Simulink circuit, generate labelled datasets, apply FFT and spectrogram features, and prototype a CNN/LSTM in MATLAB (Deep Learning Toolbox). Could we hop on a short call to confirm the sampling rate and which fault types you want modelled (series, parallel, intermittent)? Thank you, habib Niazi

@muneebahmad4

Hi there, I'm experienced in MATLAB, Simulink, Signal Processing, Machine Learning, and Deep Learning for electrical systems and fault detection. I can develop a complete AI-based Arc Fault Detection simulation, including circuit modeling, fault scenario generation, signal preprocessing, feature extraction, ML/DL model training, performance evaluation, and well-documented MATLAB/Simulink source files. I can share relevant MATLAB/Simulink work related to signal processing, AI classification, and electrical system simulations in our chat. Do you have a preferred AI model (CNN, LSTM, SVM, etc.), or would you like me to recommend the best approach based on the simulated data? I'm ready to start immediatel and looking forward to your response. Best regards, Muneeb

@sanketpatil51515

Hi, I'm Sanket from Pune, a Full-Stack Developer with 3+ years of experience building AI-powered applications, data analysis tools, and machine learning solutions. I can develop a complete MATLAB/Simulink-based Arc Fault Detection system with AI classification and well-documented source code. What I'll deliver: ✔ MATLAB & Simulink model for arc fault simulation ✔ Normal and arc fault signal generation ✔ Signal preprocessing & feature extraction ✔ AI/DL model (CNN, LSTM, SVM or best-fit algorithm) ✔ Training, testing, confusion matrix, ROC & performance analysis ✔ Complete source code, .slx model & documentation Relevant Experience: • AI-powered analytics & automation systems • Machine Learning model development • Signal processing & data visualization • Python, MATLAB & AI integrations I'll build the project in a modular way so you can easily modify circuit parameters, retrain the model, and extend it for additional fault scenarios in the future. Could you confirm which MATLAB version you're using and whether you have the Deep Learning Toolbox available?

@abhikc01

Feel free to message me, I'll provide you the samples of Matlab based simulation projects. With my extensive knowledge and 3+ years of experience in the field of AI and Deep Learning, I am confident in my ability to undertake and successfully deliver this MATLAB/Simulink project. From electrical circuit design to generating normal and arc fault signals, I am well-versed in the entire workflow that this project requires. My specific expertise lies in Signal Processing, Electrical Power Systems, and Classification Algorithms—all crucial components for an Arc Fault Detection system. Having already developed notable projects in Computer Vision such as object detection, segmentation, and image analysis, I can effectively preprocess and extract features from the current/voltage signals to implement a Machine Learning model capable of identifying Arc Fault conditions accurately. Furthermore, my previous exploits implementing Flask, FastAPI, Django, Docker and other MLOps tools guarantee that the complete MATLAB source code, Simulink model,training and testing scripts, and performance graphs will be delivered promptly. My services stretch beyond just providing a finished product - I ensure all the necessary documentation has been included to facilitate your ease of use