.. _sphx_glr_auto_examples_detect:

Detection Functions
___________________

Examples of how to use the detection functions included in Cognite Charts.



.. raw:: html

    <div class="sphx-glr-thumbnails">


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    <div class="sphx-glr-thumbcontainer" tooltip="Example of change point detection based on the cusum algorithm. We use synthetic data generated...">

.. only:: html

  .. image:: /auto_examples/detect/images/thumb/sphx_glr_plot_cusum_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_detect_plot_cusum.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Change Point Detection with Cusum</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Identifies if a signal contains one or more oscillatory components. Based on the paper by Sharm...">

.. only:: html

  .. image:: /auto_examples/detect/images/thumb/sphx_glr_plot_oscillation_detection_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_detect_plot_oscillation_detection.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Oscillation detection using linear predictive coding</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Example of steady state detection (SSD) based on the ED-PELT change point detection (CPD) algor...">

.. only:: html

  .. image:: /auto_examples/detect/images/thumb/sphx_glr_plot_ssd_cpd_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_detect_plot_ssd_cpd.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Steady State Detection: Change Point</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Example of visualizing unchanged signal during a certain time period in a given time series.">

.. only:: html

  .. image:: /auto_examples/detect/images/thumb/sphx_glr_plot_unchanged_signal_detection_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_detect_plot_unchanged_signal_detection.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Unchanged signal identification of time series data</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/detect/plot_cusum
   /auto_examples/detect/plot_oscillation_detection
   /auto_examples/detect/plot_ssd_cpd
   /auto_examples/detect/plot_unchanged_signal_detection