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BMS: Enhance Fault Detection Dataset

$10-30 USD

Publié il y a 2 mois

$10-30 USD

Payé lors de la livraison
I'm in the process of creating a comprehensive dataset focused on enhancing fault detection and diagnosis for both SAI EVs and combustion engines through effective battery management system (BMS) analysis. This dataset aims to contribute significantly to the development of more reliable diagnostic systems and methodologies. Key Aspects of the Dataset: - Voltage measurements to understand the electrical performance and anomalies. - Temperature measurements to monitor the thermal behavior and identify overheating or cooling issues. - Current measurements to analyze the power flow and detect any irregularities. - Additional ADAS data integration to enrich the dataset for more complex fault detection algorithms. Requirements: - The dataset should be compiled in a CSV format to ensure compatibility with various fault detection tools and platforms. - Each data entry must be accurately recorded and labeled to facilitate efficient machine learning model training and system performance monitoring. Ideal Candidate Skills and Experience: - Proficiency in data collection and processing with a focus on voltage, temperature, current, and ADAS data. - Experienced in handling and compiling large datasets in CSV format. - Knowledge in battery management systems, especially in SAI EVs and combustion engines. - Understanding of the principles of fault detection and diagnosis to ensure the dataset is optimized for this application. By contributing to this project, you'll play a critical role in advancing the safety and performance of future mobility solutions.
N° de projet : 37772511

Concernant le projet

2 propositions
Projet à distance
Actif à il y a 23 jours

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2 freelances proposent en moyenne $20 USD pour ce travail
Avatar de l'utilisateur
Greetings, I hope you doing good!!!! Having poured my knowledge and expertise into various aspects of data science, I am confident in my ability to assist with your project. My proficiency in data collection and processing will guarantee accurate, labeled CSV files that'll blend harmoniously with multiple fault detection platforms. Moreover, with a profound understanding of voltage, temperature, current, and ADAS data handling; your dataset's core components not only resonate strongly for me but also make them familiar territory. This not only reduces the learning curve but optimizes the speed and precision of my work. My passion for algorithmic analysis and design coupled with a comprehensive understanding of fault detection techniques further strengthens my suitability for your mission. I am well-versed in identifying and addressing bugs in complex algorithms, ensuring that each component of your dataset aligns seamlessly with your specific needs. As a Machine Learning Engineer avec extensive experience in NLP, I can harness natural language to communicate effectively and ensure 100% accurate results within deadlines Let's discuss more over chat session. Thanks,
$20 USD en 7 jours
5,0 (11 commentaires)
Avatar de l'utilisateur
My proficiency extends to handling large datasets, precisely compiling them in CSV format as required by your project. Moreover, my knowledge of Matlab & Simulation directly aligns with your needs for organizing and analyzing complex data sets. Notably, I specialize in power systems and control systems- two areas that are highly pertinent to battery management systems (BMS) analysis in SAI EVs and combustion engines. My understanding of fault detection and diagnosis will enable me to optimize the dataset not just for machine learning model training but also for accurate system performance monitoring. I am excited about the opportunity to lend my expertise to your endeavor which holds paramount importance for future mobility. Let's collaborate to transform this vision into reality!
$20 USD en 4 jours
5,0 (1 commentaire)

À propos du client

Ulsan, Korea, Republic of
Méthode de paiement vérifiée
Membre depuis juin 1, 2023

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