* [matrix-gui-v2-apps] [PATCH v2] Add analytics_submenu and analytics_pdm_anomaly_detection demo
@ 2019-05-28 21:22 Hongmei Gou
2019-05-29 13:15 ` [EXTERNAL] " Jacob Stiffler
0 siblings, 1 reply; 3+ messages in thread
From: Hongmei Gou @ 2019-05-28 21:22 UTC (permalink / raw)
To: meta-arago
* A new icon image "analytics-icon.png" is also added
Signed-off-by: Hongmei Gou <h-gou@ti.com>
---
v2 changes:
* Edits for the description page
* Modify scripts so that the Matrix GUI can be restarted after exiting the demo
.../analytics_pdm_anomaly_detection.desktop | 9 +++++
.../desc_analytics_pdm_anomaly_detection.html | 23 ++++++++++++
.../runPdmAnomalyDetection.sh | 34 ++++++++++++++++++
| 7 ++++
images/analytics-icon.png | Bin 0 -> 16715 bytes
5 files changed, 73 insertions(+)
create mode 100644 analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly_detection.desktop
create mode 100644 analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html
create mode 100644 analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetection.sh
create mode 100644 analytics_submenu/analytics.desktop
create mode 100644 images/analytics-icon.png
diff --git a/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly_detection.desktop b/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly_detection.desktop
new file mode 100644
index 0000000..111504c
--- /dev/null
+++ b/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly_detection.desktop
@@ -0,0 +1,9 @@
+#!/usr/bin/env xdg-open
+[Desktop Entry]
+Name=PdM Anomaly Detection with RNN
+Icon=/usr/share/matrix-gui-2.0/apps/images/analytics-icon.png
+Exec=runPdmAnomalyDetection.sh
+Type=Application
+ProgramType=gui
+Categories=analytics
+X-Matrix-Description=/usr/share/matrix-gui-2.0/apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html
diff --git a/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html b/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html
new file mode 100644
index 0000000..05924c4
--- /dev/null
+++ b/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html
@@ -0,0 +1,23 @@
+<h1>Pdm Anomaly Detection with RNN </h1>
+
+<p>
+<span style="color:red">NOTE: The Qt/QML display of this demo is designed for 1920x1080 resolution. Please run the demo with a 1080p HDMI monitor.</span>
+</p>
+
+<h2>Purpose:</h2>
+<p>This application demonstrates Predictive Maintenance (PdM) using Recurrent Neural Network (RNN) for anomaly detection.
+A system model is established to predict the output from the input for the normal scenario,
+creating a high accuracy approximation of the physical system.
+If there are significant and continuous prediction errors, it indicates anomalies are happening. </p>
+
+<p>Sensor data (phase currents and angular position) from motor drive TI design (http://www.ti.com/tool/TIDEP0025) are recorded for this demo </p>
+
+<p>The RNN model is trained with normal scenario data: motor moves with velocity of 100 degree per second from 45 degree to 270 degree
+and back to 45, and so on so forth. </p>
+
+<p>The testing sequence used in this demo starts with the normal scenario data.
+The beginning data series are used for calibration to set the error threshold for anomaly detection.
+After that, the demo is looking for anomalies, which produce prediction error larger than the threshold.
+Anomalies for this demo are created by moving the rotor with a higher velocity of 150 degree per second. </p>
+
+<p>Exit demo by clicking x at the top right corner of the Qt windos</p>
diff --git a/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetection.sh b/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetection.sh
new file mode 100644
index 0000000..23c2322
--- /dev/null
+++ b/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetection.sh
@@ -0,0 +1,34 @@
+#!/bin/bash
+
+cd /usr/share/ti/examples/pdm
+
+exe=RnnPdmAnomalyDetection
+
+PID=`pidof $exe`
+
+if [ "x${PID}x" != "xx" ]
+then
+ kill -9 ${PID}
+fi
+
+rm -rf /tmp/myfifo
+
+./$exe -0.0001841035315 0.004191935886 0.01918238488 0.01933241767 2 &
+
+PID=$!
+echo "RnnPdmAnomalyDetection running as Process id: ${PID}"
+
+cat /usr/share/ti/examples/pdm/normal100-anomaly150-normal100.log > /tmp/myfifo
+
+while :
+do
+ PID=`pidof $exe`
+ if [ "$PID" == "" ]
+ then
+ break
+ else
+ sleep 1
+ fi
+done
+
+exit 0
--git a/analytics_submenu/analytics.desktop b/analytics_submenu/analytics.desktop
new file mode 100644
index 0000000..649743f
--- /dev/null
+++ b/analytics_submenu/analytics.desktop
@@ -0,0 +1,7 @@
+#!/usr/bin/env xdg-open
+[Desktop Entry]
+Name=Analytics
+GenericName=Analytics Demos
+Icon=/usr/share/matrix-gui-2.0/apps/images/analytics-icon.png
+Type=Directory
+X-MATRIX-CategoryTarget=analytics
diff --git a/images/analytics-icon.png b/images/analytics-icon.png
new file mode 100644
index 0000000000000000000000000000000000000000..b27033e21ac90a59efbd73a917525cd5bb158d27
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--
2.17.1
^ permalink raw reply related [flat|nested] 3+ messages in thread
* Re: [EXTERNAL] [matrix-gui-v2-apps] [PATCH v2] Add analytics_submenu and analytics_pdm_anomaly_detection demo
2019-05-28 21:22 [matrix-gui-v2-apps] [PATCH v2] Add analytics_submenu and analytics_pdm_anomaly_detection demo Hongmei Gou
@ 2019-05-29 13:15 ` Jacob Stiffler
2019-05-29 19:01 ` Gou, Hongmei
0 siblings, 1 reply; 3+ messages in thread
From: Jacob Stiffler @ 2019-05-29 13:15 UTC (permalink / raw)
To: Hongmei Gou, meta-arago
Hongmei,
On 5/28/2019 5:22 PM, Hongmei Gou wrote:
> * A new icon image "analytics-icon.png" is also added
>
> Signed-off-by: Hongmei Gou <h-gou@ti.com>
> ---
> v2 changes:
> * Edits for the description page
> * Modify scripts so that the Matrix GUI can be restarted after exiting the demo
>
> .../analytics_pdm_anomaly_detection.desktop | 9 +++++
> .../desc_analytics_pdm_anomaly_detection.html | 23 ++++++++++++
> .../runPdmAnomalyDetection.sh | 34 ++++++++++++++++++
> analytics_submenu/analytics.desktop | 7 ++++
> images/analytics-icon.png | Bin 0 -> 16715 bytes
> 5 files changed, 73 insertions(+)
> create mode 100644 analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly_detection.desktop
> create mode 100644 analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html
> create mode 100644 analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetection.sh
> create mode 100644 analytics_submenu/analytics.desktop
> create mode 100644 images/analytics-icon.png
>
> diff --git a/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly_detection.desktop b/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly_detection.desktop
> new file mode 100644
> index 0000000..111504c
> --- /dev/null
> +++ b/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly_detection.desktop
> @@ -0,0 +1,9 @@
> +#!/usr/bin/env xdg-open
> +[Desktop Entry]
> +Name=PdM Anomaly Detection with RNN
> +Icon=/usr/share/matrix-gui-2.0/apps/images/analytics-icon.png
> +Exec=runPdmAnomalyDetection.sh
> +Type=Application
> +ProgramType=gui
> +Categories=analytics
> +X-Matrix-Description=/usr/share/matrix-gui-2.0/apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html
> diff --git a/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html b/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html
> new file mode 100644
> index 0000000..05924c4
> --- /dev/null
> +++ b/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly_detection.html
> @@ -0,0 +1,23 @@
> +<h1>Pdm Anomaly Detection with RNN </h1>
> +
> +<p>
> +<span style="color:red">NOTE: The Qt/QML display of this demo is designed for 1920x1080 resolution. Please run the demo with a 1080p HDMI monitor.</span>
> +</p>
> +
> +<h2>Purpose:</h2>
> +<p>This application demonstrates Predictive Maintenance (PdM) using Recurrent Neural Network (RNN) for anomaly detection.
> +A system model is established to predict the output from the input for the normal scenario,
> +creating a high accuracy approximation of the physical system.
> +If there are significant and continuous prediction errors, it indicates anomalies are happening. </p>
> +
> +<p>Sensor data (phase currents and angular position) from motor drive TI design (http://www.ti.com/tool/TIDEP0025) are recorded for this demo </p>
> +
> +<p>The RNN model is trained with normal scenario data: motor moves with velocity of 100 degree per second from 45 degree to 270 degree
> +and back to 45, and so on so forth. </p>
> +
> +<p>The testing sequence used in this demo starts with the normal scenario data.
> +The beginning data series are used for calibration to set the error threshold for anomaly detection.
> +After that, the demo is looking for anomalies, which produce prediction error larger than the threshold.
> +Anomalies for this demo are created by moving the rotor with a higher velocity of 150 degree per second. </p>
> +
> +<p>Exit demo by clicking x at the top right corner of the Qt windos</p>
> diff --git a/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetection.sh b/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetection.sh
> new file mode 100644
> index 0000000..23c2322
> --- /dev/null
> +++ b/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetection.sh
> @@ -0,0 +1,34 @@
> +#!/bin/bash
> +
> +cd /usr/share/ti/examples/pdm
> +
> +exe=RnnPdmAnomalyDetection
> +
> +PID=`pidof $exe`
> +
> +if [ "x${PID}x" != "xx" ]
> +then
> + kill -9 ${PID}
> +fi
> +
> +rm -rf /tmp/myfifo
> +
> +./$exe -0.0001841035315 0.004191935886 0.01918238488 0.01933241767 2 &
Can you add a comment explaining the significance these values and maybe
use variables to give them more meaning in this context?
> +
> +PID=$!
> +echo "RnnPdmAnomalyDetection running as Process id: ${PID}"
> +
> +cat /usr/share/ti/examples/pdm/normal100-anomaly150-normal100.log > /tmp/myfifo
What is /tmp/myfifo used for?
> +
> +while :
> +do
> + PID=`pidof $exe`
> + if [ "$PID" == "" ]
> + then
> + break
> + else
> + sleep 1
> + fi
> +done
> +
> +exit 0
> diff --git a/analytics_submenu/analytics.desktop b/analytics_submenu/analytics.desktop
> new file mode 100644
> index 0000000..649743f
> --- /dev/null
> +++ b/analytics_submenu/analytics.desktop
> @@ -0,0 +1,7 @@
> +#!/usr/bin/env xdg-open
> +[Desktop Entry]
> +Name=Analytics
> +GenericName=Analytics Demos
> +Icon=/usr/share/matrix-gui-2.0/apps/images/analytics-icon.png
> +Type=Directory
> +X-MATRIX-CategoryTarget=analytics
--
Jake
> diff --git a/images/analytics-icon.png b/images/analytics-icon.png
> new file mode 100644
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>
> literal 0
> HcmV?d00001
>
^ permalink raw reply [flat|nested] 3+ messages in thread
* Re: [EXTERNAL] [matrix-gui-v2-apps] [PATCH v2] Add analytics_submenu and analytics_pdm_anomaly_detection demo
2019-05-29 13:15 ` [EXTERNAL] " Jacob Stiffler
@ 2019-05-29 19:01 ` Gou, Hongmei
0 siblings, 0 replies; 3+ messages in thread
From: Gou, Hongmei @ 2019-05-29 19:01 UTC (permalink / raw)
To: Stiffler, Jacob, meta-arago
Thanks Jake. v3 patch is now submitted to address your comments.
Regards,
Hongmei
> -----Original Message-----
> From: Stiffler, Jacob
> Sent: Wednesday, May 29, 2019 9:16 AM
> To: Gou, Hongmei; meta-arago@arago-project.org
> Subject: Re: [EXTERNAL] [meta-arago] [matrix-gui-v2-apps] [PATCH v2] Add
> analytics_submenu and analytics_pdm_anomaly_detection demo
>
> Hongmei,
>
> On 5/28/2019 5:22 PM, Hongmei Gou wrote:
> > * A new icon image "analytics-icon.png" is also added
> >
> > Signed-off-by: Hongmei Gou <h-gou@ti.com>
> > ---
> > v2 changes:
> > * Edits for the description page
> > * Modify scripts so that the Matrix GUI can be restarted after exiting the
> demo
> >
> > .../analytics_pdm_anomaly_detection.desktop | 9 +++++
> > .../desc_analytics_pdm_anomaly_detection.html | 23 ++++++++++++
> > .../runPdmAnomalyDetection.sh | 34 ++++++++++++++++++
> > analytics_submenu/analytics.desktop | 7 ++++
> > images/analytics-icon.png | Bin 0 -> 16715 bytes
> > 5 files changed, 73 insertions(+)
> > create mode 100644
> analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomaly
> _detection.desktop
> > create mode 100644
> analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_an
> omaly_detection.html
> > create mode 100644
> analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetecti
> on.sh
> > create mode 100644 analytics_submenu/analytics.desktop
> > create mode 100644 images/analytics-icon.png
> >
> > diff --git
> a/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anomal
> y_detection.desktop
> b/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anoma
> ly_detection.desktop
> > new file mode 100644
> > index 0000000..111504c
> > --- /dev/null
> > +++
> b/analytics_apps/analytics_pdm_anomaly_detection/analytics_pdm_anoma
> ly_detection.desktop
> > @@ -0,0 +1,9 @@
> > +#!/usr/bin/env xdg-open
> > +[Desktop Entry]
> > +Name=PdM Anomaly Detection with RNN
> > +Icon=/usr/share/matrix-gui-2.0/apps/images/analytics-icon.png
> > +Exec=runPdmAnomalyDetection.sh
> > +Type=Application
> > +ProgramType=gui
> > +Categories=analytics
> > +X-Matrix-Description=/usr/share/matrix-gui-
> 2.0/apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_anomaly
> _detection.html
> > diff --git
> a/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_a
> nomaly_detection.html
> b/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_a
> nomaly_detection.html
> > new file mode 100644
> > index 0000000..05924c4
> > --- /dev/null
> > +++
> b/analytics_apps/analytics_pdm_anomaly_detection/desc_analytics_pdm_a
> nomaly_detection.html
> > @@ -0,0 +1,23 @@
> > +<h1>Pdm Anomaly Detection with RNN </h1>
> > +
> > +<p>
> > +<span style="color:red">NOTE: The Qt/QML display of this demo is
> designed for 1920x1080 resolution. Please run the demo with a 1080p HDMI
> monitor.</span>
> > +</p>
> > +
> > +<h2>Purpose:</h2>
> > +<p>This application demonstrates Predictive Maintenance (PdM) using
> Recurrent Neural Network (RNN) for anomaly detection.
> > +A system model is established to predict the output from the input for the
> normal scenario,
> > +creating a high accuracy approximation of the physical system.
> > +If there are significant and continuous prediction errors, it indicates
> anomalies are happening. </p>
> > +
> > +<p>Sensor data (phase currents and angular position) from motor drive TI
> design (http://www.ti.com/tool/TIDEP0025) are recorded for this demo </p>
> > +
> > +<p>The RNN model is trained with normal scenario data: motor moves
> with velocity of 100 degree per second from 45 degree to 270 degree
> > +and back to 45, and so on so forth. </p>
> > +
> > +<p>The testing sequence used in this demo starts with the normal
> scenario data.
> > +The beginning data series are used for calibration to set the error
> threshold for anomaly detection.
> > +After that, the demo is looking for anomalies, which produce prediction
> error larger than the threshold.
> > +Anomalies for this demo are created by moving the rotor with a higher
> velocity of 150 degree per second. </p>
> > +
> > +<p>Exit demo by clicking x at the top right corner of the Qt windos</p>
> > diff --git
> a/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetec
> tion.sh
> b/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetec
> tion.sh
> > new file mode 100644
> > index 0000000..23c2322
> > --- /dev/null
> > +++
> b/analytics_apps/analytics_pdm_anomaly_detection/runPdmAnomalyDetec
> tion.sh
> > @@ -0,0 +1,34 @@
> > +#!/bin/bash
> > +
> > +cd /usr/share/ti/examples/pdm
> > +
> > +exe=RnnPdmAnomalyDetection
> > +
> > +PID=`pidof $exe`
> > +
> > +if [ "x${PID}x" != "xx" ]
> > +then
> > + kill -9 ${PID}
> > +fi
> > +
> > +rm -rf /tmp/myfifo
> > +
> > +./$exe -0.0001841035315 0.004191935886 0.01918238488 0.01933241767 2
> &
>
>
> Can you add a comment explaining the significance these values and maybe
> use variables to give them more meaning in this context?
>
>
> > +
> > +PID=$!
> > +echo "RnnPdmAnomalyDetection running as Process id: ${PID}"
> > +
> > +cat /usr/share/ti/examples/pdm/normal100-anomaly150-normal100.log >
> /tmp/myfifo
>
>
> What is /tmp/myfifo used for?
>
>
> > +
> > +while :
> > +do
> > + PID=`pidof $exe`
> > + if [ "$PID" == "" ]
> > + then
> > + break
> > + else
> > + sleep 1
> > + fi
> > +done
> > +
> > +exit 0
> > diff --git a/analytics_submenu/analytics.desktop
> b/analytics_submenu/analytics.desktop
> > new file mode 100644
> > index 0000000..649743f
> > --- /dev/null
> > +++ b/analytics_submenu/analytics.desktop
> > @@ -0,0 +1,7 @@
> > +#!/usr/bin/env xdg-open
> > +[Desktop Entry]
> > +Name=Analytics
> > +GenericName=Analytics Demos
> > +Icon=/usr/share/matrix-gui-2.0/apps/images/analytics-icon.png
> > +Type=Directory
> > +X-MATRIX-CategoryTarget=analytics
>
>
> --
>
> Jake
>
>
> > diff --git a/images/analytics-icon.png b/images/analytics-icon.png
> > new file mode 100644
> > index
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> 7525cd5bb158d27
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> >
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> > HcmV?d00001
> >
^ permalink raw reply [flat|nested] 3+ messages in thread
end of thread, other threads:[~2019-05-29 19:01 UTC | newest]
Thread overview: 3+ messages (download: mbox.gz / follow: Atom feed)
-- links below jump to the message on this page --
2019-05-28 21:22 [matrix-gui-v2-apps] [PATCH v2] Add analytics_submenu and analytics_pdm_anomaly_detection demo Hongmei Gou
2019-05-29 13:15 ` [EXTERNAL] " Jacob Stiffler
2019-05-29 19:01 ` Gou, Hongmei
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