Coder Social home page Coder Social logo

fault_detection's People

Contributors

mrtbrnz avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

fault_detection's Issues

Missing values in datasets

Hi Murat @mrtbrnz Thanks a lot for such an amazing open source dataset. It's really useful for my research project. I'm going to train time series classification models on your dataset. Unfortunately, I'm getting some exceptions during reading the files into a pandas dataframe (see below). Also, the plots don't look like similar to the original ones.

Have you got any idea how I could fix this issue?

# Load all of the flights from \Data Directory

#########################
filename = '../data/03_07_2020_Faulty_Daredevil/20_07_03__11_13_15_SD.data'
sd03_1 = DATA(filename, ac_id, data_type='flight', sample_period=0.1)
filename = '../data/03_07_2020_Faulty_Daredevil/20_07_03__11_13_58.data'
gcs03_1 = DATA(filename, ac_id, data_type='flight', sample_period=0.1)
df_03_1 = sd03_1.get_labelled_data()

filename = '../data/03_07_2020_Faulty_Daredevil/20_07_03__12_17_02_SD.data'
sd03_2 = DATA(filename, ac_id, data_type='flight', sample_period=0.1)
# filename = '../data/03_07_2020_Faulty_Daredevil/20_07_03__12_17_45.data' ## HAVE a min_time problem for linearization !!!
# gcs03_2 = DATA(filename, ac_id, data_type='flight', sample_period=0.1)
df_03_2 = sd03_2.get_labelled_data()

# and so on ...

Output:

 IMU Scaled Acceleration msg doesnt exist 
 IMU Raw Acceleration msg doesnt exist 
 Generating 3D velocity...
 IMU Scaled Gyro msg doesnt exist 
 IMU Raw Gyro msg doesnt exist 
 Fault Telemetry msg doesnt exist 
 4-valued Actuators msg doesnt exist 
 Gust msg does not exist 
 Soaring Telemetry msg does not exist 
 Rotorcraft_fp msg does not exist 
Min time : 34.612 Maximum time : 3578.612
 IMU Scaled Acceleration msg doesnt exist 
 IMU Raw Acceleration msg doesnt exist 
 Generating 3D velocity...
 IMU Scaled Gyro msg doesnt exist 
 IMU Raw Gyro msg doesnt exist 
 Fault Telemetry msg doesnt exist 
 4-valued Actuators msg doesnt exist 
 Gust msg does not exist 
 Soaring Telemetry msg does not exist 
 Rotorcraft_fp msg does not exist 
Min time : 34.629 Maximum time : 1715.114
...

image

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.