Predictive Maintenance of Engines

The project aims to predict the failure of an engine by using Machine Learning to save loss of time & money thus improving productivity.

  • 4.2
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  • ( 72 )
  • guided-inn1
    8 Hrs
  • guided-inn1
    Intermediate
Project Description
Engine failure is highly risky and needs a lot of time for repair. Unexpected failure leads to loss of money and time. Predicting the failure prior, will save time, effort, money and sometimes even lives. The failure can be detected by installing the sensors and keeping a track of the values. The failure detection and predictive maintenance can be for any device, out of which we will be dealing with the engine failure for a threshold number of days.
The project aims to predict the failure of an engine by using Machine Learning to save loss of time & money thus improving productivity.

Technical Architecture:





Project Activities

Skills you will develop

  • Python
  • Python Web Frame works
  • Exploratory data Analysis
  • Data Preprocessing Techniques
  • Machine Learning
  • Regression Algorithms
  • Classification Algorithms
  • Regression Algorithms

Mentor

pradeepthi duggaraju
pradeepthi duggaraju

AI Developer

Mentor Rating star-fill4.8 / 5 (6)

guided-inn3446 Learners

guided-inn313 Projects



Reviews
guided-abt1
SYED RAZA

American University of Sharja, Sharja,UAE

It was a fruitful experience. A clear road map was provided to follow throughout the project along with an in-depth introduction of the packages required. The guided labs were extremely helpful and easy to follow.

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Harshitha Josyula

GITAM University,Hyderabad, India

The Guided Projects were not only based on solving real world problems but were also really informative, the smartinternz platform has each and every step in detail and even though if we were stuck at any point the Mentors would help us to resolve all our queries. overall it was a great experience.

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Anuraag Moharana

College of Engineering and Technology, Bhubaneswar, Odisha, India

I took Part of Aritificial Intelligence Guided Project from Smartinternz, it was a wonderful experience and highly motivating, It's a very innovative and smart platform for internships. It provides smarter ways of guiding and interacting with participants and educating through guided labs and projects. It really helped me in giving a boost to my career.