Industrial Equipment Predictive Maintenance System

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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.

Python Machine Learning (ML) Εξόρυξη Δεδομένων SQL NoSQL

Ταυτότητα Εργασίας: #39051510

Σχετικά με την εργασία

38 προτάσεις Απομακρυσμένη εργασία Ενεργό Πριν 2 ημέρες

38 freelancers κάνουν προσφορές κατά μέσο όρο €190 για αυτή τη δουλειά

schoudhary1553

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kazemmojtama

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softsolution2000

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 Περισσότερα

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Muhammadzeesha59

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 Περισσότερα

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GdevDataSceince

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 Περισσότερα

€140 EUR σε 7 μέρες
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amirrmusavifr

Hi, I’m an AI expert with professional experience in computer vision, with a proven track record of working on complex image processing and AI/ML model development. With skill sets: • Algorithm Development: Strong unde Περισσότερα

€110 EUR σε 7 μέρες
(16 Αξιολογήσεις)
5.7
arbu1499

Hello there, I understand that you need a predictive maintenance system that accurately processes real-time sensor data and applies machine learning to detect equipment failures before they happen. I will make sure Περισσότερα

€230 EUR σε 7 μέρες
(19 Αξιολογήσεις)
5.2
JustinJcob

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 Περισσότερα

€140 EUR σε 7 μέρες
(8 Αξιολογήσεις)
4.7
trm66614

Hi there, Good evening I am Talha. I have read you project details i saw you need help with Machine Learning (ML), Data Mining, SQL, NoSQL and Python I am excited to submit my proposal for your project, which focuses Περισσότερα

€30 EUR σε 8 μέρες
(5 Αξιολογήσεις)
4.7
efanntyo

Hi there I'm Efanntyo from Indonesia with 8 years of experience in Software development. I feel very confident that I can deliver the result what you want. Please feel free to contact me, I can start right away! Thanks Περισσότερα

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topcreator100

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 Περισσότερα

€140 EUR σε 7 μέρες
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rajat23091969

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 Περισσότερα

€175 EUR σε 3 μέρες
(8 Αξιολογήσεις)
4.2
Mirko155

✅✅✅Hello. AI/ML/NLP/ChatBot/LLM/AI Integration Expert Here!!!✅✅✅✅ How are you, ? I appreciate for your job posting first. I have gone through your description and I am reaching out to you with my interest in this job. Περισσότερα

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2.0
Jaswinderkdevbi1

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 Περισσότερα

€100 EUR σε 7 μέρες
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1.4
Ahmedk074

Hello , I have thoroughly reviewed the job description, and it seems you are looking for someone skilled in Machine Learning (ML), SQL, NoSQL, Data Mining and Python. I believe this aligns well with my expertise, and Περισσότερα

€30 EUR σε 1 μέρα
(0 Αξιολογήσεις)
0.0
vadhelrakesh

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 Περισσότερα

€140 EUR σε 7 μέρες
(0 Αξιολογήσεις)
0.0
elvis162

Hello there! Going through your job description, I believe my skill set makes me an excellent fit. I am very confident for your job - Industrial Equipment Predictive Maintenance System because I have worked on simila Περισσότερα

€100 EUR σε 2 μέρες
(0 Αξιολογήσεις)
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georgeb70

Hello! As a senior full-stack Developer with 6 years of experience, I'm confident that I can make your vision a reality. ✔ With extensive experience in Data Mining, Machine Learning (ML), Python, SQL and NoSQL and Pyt Περισσότερα

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mohiz007

I am an experienced machine learning and web developer with expertise in predictive analytics, big data frameworks, and real-time processing. I can build a robust predictive maintenance system leveraging Apache Spark a Περισσότερα

€100 EUR σε 5 μέρες
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Visharaa2024

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 Περισσότερα

€200 EUR σε 7 μέρες
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