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TUDelft-CNS-ATM / bluesky

The open source air traffic simulator
GNU General Public License v3.0
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Prediction of the ground's planes's movements by using machine learning #150

Closed Pyjamask closed 6 years ago

Pyjamask commented 6 years ago

Hi ! I found bluesky on the Internet during my researches. By installing the application I was fooled by the remarkable work supplied by all the community Today I work on a subject on the prediction of the ground's planes's movements by using machine learning, the genetic algorithms, network neuron ... Now I'd like to know if bluesky could allow me to add my airport map which I want to make my simulations. And I would like to know which environment of development I need to use it as well as possible. I'd like to know how is made the management of the ground's movements or the prediction for example for the scenario " EHAM-TAXI.SCN

Thank you for you help

Best regards

Yassine Dabachine

jooste commented 6 years ago

For the visualization of airport maps, BlueSky uses a database from x-plane. If your airport is not in this database you can use the X-plane world editor to create it.

ProfHoekstra commented 6 years ago

Dear Yassine,

Regarding your two questions: ADD YOUR OWN AIRPORT If you zoom in and your airport is not on the map, then you could add your own virtual airport map to the screen:

00:00:00.00>BOX name,lat1,lon1,lat2,lon2 00:00:00.00>CIRCLE name,lat,lon,radius 00:00:00.00>LINE name,lat0,lon0,lat1,lon1 Also your can give the airport a name by defining a waypoint with DEFWPT (see also below)

MAKE A TAXI SCENARIO The logic of taxi routes is the same as when in–flight. Zoom in to your airport, use DEFWPT name, and click the lat/lon position. If you switch on SAVEIC taxiwpts.scn before this, then all your command will be saved in taxirte1.scn.

Then you can make separate scenario file with different taxi-route: For instance in taxiroute1: 00:00:00.00>%0 ADDWPT TAXIWPA1 00:00:00.00>%0 ADDWPT TAXIWPA2 00:00:00.00>%0 ADDWPT TAXIWPB1 00:00:00.00>%0 ADDWPT TAXIWPB3

The from your main scenario file, your first call the drawapt.scn, then the taxi waypoints and then the route for different aircraft: 00:00:00.00>CALL drawapt.scn 00:00:00.00>CALL taxiwpts.scn 00:00:00.00>CALL taxiroute1 KL204 00:00:00.00>CALL taxiroute1 MP205

This gives aircraft KL204 the route specified in taxiroute.1scn, then MP205 gets the same route.

In this way you can make different routes. Use LNAV ON to make it steer and VNAV OFF to have control over the speed yourself. With “KL204 DIRECT TAXIWPA2” you control the active waypoint to go to first. Then shifting of waypoints should happen automatically, including turns.

You can also skip the phase of defining waypoints and directly click in the route with SAVEIC as ADDPWT also accepts lat,lon waypoints. But this means using DIRECT becomes harder as each waypoint gets a long, unique name.

Hope this helps, good luck. Taxi scenarios are often a lot of work due to the many turns.

Best regards, Jacco Hoekstra

From: Pyjamask [mailto:notifications@github.com] Sent: maandag 9 april 2018 19:17 To: ProfHoekstra/bluesky Cc: Subscribed Subject: [ProfHoekstra/bluesky] prediction of by using big data (#150)

Hi ! I found bluesky on the Internet during my researches. By installing the application I was fooled by the remarkable work supplied by all the community Today I work on a subject on the prediction of the ground's planes's movements by using machine learning, the genetic algorithms, network neuron ... Now I'd like to know if bluesky could allow me to add my airport map which I want to make my simulations. And I would like to know which environment of development I need to use it as well as possible. I'd like to know how is made the management of the ground's movements or the prediction for example for the scenario " EHAM-TAXI.SCN

Thank you for you help

Best regards

Yassine Dabachine

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Pyjamask commented 6 years ago

Hi

Thank you for answering me

I'm programming an algorithm of prediction by using Machine Learning.

The problem I have is that to make the learning for my algorithm I need an extract of real data such as landings---> taxiway---> parking lot (movement on the ground in case of landing) weather report---> landing

I have examine on open data without result whatever is the airport.

Thank you for your help

Best regards

Yassine Dabachine

ProfHoekstra commented 6 years ago

Maybe check out navdb module?

Best regards/Met vriendelijke groeten, Jacco Hoekstra

On 12 Apr 2018, at 22:42, Pyjamask notifications@github.com<mailto:notifications@github.com> wrote:

Hi

Thank you for answering me

I'm programming an algorithm of prediction by using Machine Learning.

The problem I have is that to make the learning for my algorithm I need an extract of real data such as landings---> taxiway---> parking lot (movement on the ground in case of landing) weather report---> landing

I have examine on open data without result whatever is the airport.

Thank you for your help

Best regards

Yassine Dabachine

— You are receiving this because you commented. Reply to this email directly, view it on GitHubhttps://github.com/ProfHoekstra/bluesky/issues/150#issuecomment-380938160, or mute the threadhttps://github.com/notifications/unsubscribe-auth/AG09BEpRlRNozLMibx438WCyxmPC3xiHks5tn7xDgaJpZM4TM6Gn.

Pyjamask commented 6 years ago

Hi,

please can you send me a link to find navdb module ?

Best regards Yassine Dabachine

ProfHoekstra commented 6 years ago

I meant the module inside BlueSky, to see whether the data you need are available.

Best regards, Jacco Hoekstra

On 13 Apr 2018, at 13:48, Pyjamask notifications@github.com<mailto:notifications@github.com> wrote:

Hi,

please can you send me a link to find navdb module ?

Best regards Yassine Dabachine

— You are receiving this because you commented. Reply to this email directly, view it on GitHubhttps://github.com/ProfHoekstra/bluesky/issues/150#issuecomment-381111335, or mute the threadhttps://github.com/notifications/unsubscribe-auth/AG09BGy_K4i4eKJP2xz5nCQrfhQTYjo4ks5toJCagaJpZM4TM6Gn.