Industrial Equipment Predictive Maintenance System
€30-250 EUR
Pago na entrega
Project Title: Predictive Maintenance System for Industrial Equipment
Project Description:
I need a freelancer to design and implement a predictive maintenance system using big data analytics. The system should collect real-time sensor data (temperature, vibration, lubrication levels) and apply machine learning models to predict equipment failures. The goal is to optimize maintenance schedules, minimize downtime, and improve operational efficiency.
Requirements:
✅ Data collection from real or synthetic datasets (Kaggle, HuggingFace, or generated data).
✅ Big Data technologies (Hadoop, Apache Spark) for real-time processing.
✅ Machine Learning models (e.g., Scikit-learn, TensorFlow) for failure prediction.
✅ Dashboard for visualization (e.g., Streamlit, Grafana).
✅ Clean and well-documented code (preferably in Python).
Deliverables:
? Source code (GitHub or ZIP file).
? Short guide on how to run the system.
? Results with key metrics (accuracy, downtime reduction, etc.).
? Visualization of predictions (charts, tables).
Preferred Skills:
✔ Experience with Big Data frameworks (Hadoop, Spark).
✔ Strong knowledge of ML models for predictive analytics.
✔ Familiarity with data visualization tools.
✔ Previous experience in IoT or industrial analytics is a plus.
ID do Projeto: #39051510
Sobre o projeto
34 freelancers estão ofertando em média €186 nesse trabalho
Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for s Mais
Hi there I have extensive experience in designing and implementing predictive maintenance systems using big data analytics. I will collect real-time sensor data, utilize big data techn Mais
Hello Sir/MAM I am a skilled full stack developer. Having rich experience in Java , C++ , C , C# , Python , Eclipse , Sql , Mysql , .Net ,Oracle , Object Oriented Programming , Data Structure Mais
Hi there, I am a data scientist and a professional responsible for extracting actionable insights and knowledge from large volumes of data. As an experienced Data Scientist in machine learning, I am highly proficient i Mais
Hi Thank you for the opportunity to bid on your project. An experienced data scientist specializing in predictive maintenance, I am ready to start right now on designing and implementing a predictive maintenance syst Mais
Hi, there I have extensive experience in building predictive maintenance systems, particularly using big data technologies like Hadoop and Apache Spark for real-time data processing. In previous projects, I’ve succe Mais
Hello alirezapanahii, With my extensive experience in Python, SQL, Machine Learning, and Data Mining, I am excited about the opportunity to work on your Predictive Maintenance System project. I have a strong backgroun Mais
I have more than 15 years of experience in the development As I am an expert, I can build it according to your requirements. Because I have a lot of experience in these fields, I can build your project as soon as po Mais
Hi alirezapanahii! I came across your project, "Industrial Equipment Predictive Maintenance System," and I’m excited about the opportunity to help you achieve your goals. With expertise in Python, I am confident I can Mais
With over 8 years of experience in the software development industry and a strong focus on mobile app development, I believe I am the perfect fit for your big data predictive maintenance project. My expertise includes Mais
Hello, nice to meet you. I have the perfect skills needed for the "Industrial Equipment Predictive Maintenance System" you posted. Reviews and ratings are not everything. Sometimes, the freelancer you didn't think of c Mais