Physics of auroral phenomena : proceedings of the 33rd Annual seminar, Apatity, 02 - 05 March, 2010 / [ed.: A.G. Yahnin, A. A. Mochalov]. - Апатиты : Издательство Кольского научного центра РАН, 2011. - 206 с. : ил.

Software-computer complexfor Space Weather predicting . d - : *» *»'•» >**» i.'i SAwm» ■ “t 0 -rtV. ■ ’•* * • Ил?**»***- Ч^ИЛ**»*•■X-" «a»**>«♦'•• ' ”»♦'!» •• •'*» <»Л?. «*S4»*V«'> «И*Л| «**•» =VC*» * •.«* - К«*>i, M ii ’*» » : С*'I V'V'» ' -•■. **»»•* >*':■> . <v » f»br< »46>r! • .-I—»-*J-i «?. -•- 1 •* C**« '*'•••««'4 i*i :< > ‘'Ч'-* >»'|S,'>«*>■»** ’■ * *!*•» **;v« -;»«••>« u»*<«rv■»«•;-**«к*нм**^> ь а»»***»«**♦**j»»***<*<*♦;.»- .*•:*» •#•.■** *;**!?*«<*#<* "*<.<s -*■«<' (*£-«*•■*-•* i ».ч-*ч>. +*« i-,- . 4n»W **' «V. »»л» «^ m »V« >VK'*s\.-r~r4f •*;**•* •* -«И-.* M u''.‘ >«-<'>**•♦(•-•. '» * “•■■<<»«»•*;.в*!*»*-*w>> i»v*P4*4>*Ab«w••w»i« ««*«**•< : hib » v »» v * ХА»*»!* »;>«•(»» * "W •« ywMMM** « « ч я чда*чл1 wmm « а ж f<w *w •Wwiл » • » «» W«M »| . («.in tl|aa•»«.*. ! 2 ffi J V •ttf-ri (> Ci а if •» ■ D О 1 ' bi{** 0 о г V О a C€& I.' >m Я а j +, V* О a !#*; о о Ц i *VJ a a » SM а о Я n 0 : v ** D а •1 D a V* < а о &* p »»J> .4-MCv'iO a ЭЙММ9ЭД*» Dяю14ф*«с«:.л D И8МГШЦ»'» О «3 xxmf-wb*& ОМЖОДЫСИПбЗД О M'fex-tftH't'V О О«емимссги* О *&iir-*-&av<.s . •. . "■»>**<**« -Л4К1-*»|MS..«мЬчл, D ачт-ч-луд**? О ю и ы а я л О з *»* ю »> лй К> йк « О Лйй*«!МЫ** О D aeK-xs«ii-s»»si ESicesодаиммв D ЗЙППФЧ»Л«Г* О *ял»*ь*|ииг Шзездимттю . “Л*>-«••»<»*" « n>**»>v>**e*»«*»>. «;*>»'4»* *■ '<.) ч' *» ой1<мт * j~ cictl ....: Fig. 1. Appearance of the main page of the Software and computer complex. To start working with the complex to select the input and target parameters, the data for training and testing, set up a neural network and send a request for processing by click button “Process” at the bottom of the form. By clicking the “Results o f the calculations”, you can get to the page with the results of previous experiments. In section «Target parameter» it is necessary to choose one desirable parameter with the set step-type which the artificial neural network on the specified input parameters after training should try to restore. It is also necessary to choose the phase of the studied geomagnetic storms - only the main phase, only the recovery phase, or the entire storm. In the section “Input parameters” user can select the input data sequence of the indices Dst, AU, AL, SYM, ASY, PSW and IMF. It is possible to simulate the time delay between the target and inputs. Sections «Data for training» and «Data for testing» give possibility of a choice of packages o f the data for ANN the selected lonely geomagnetic storms are containing. To configure and run the experiment, go to the section “Setting up a neural network”, select the desired type of neural network, the duration o f training and parameters of architecture - the number of hidden layers and the number of neurons. Text box “User signature” to further it was possible to identify the results of processing your request is intended. The signature will be displayed under the final plot. By clicking “Process” request is sent to our server for automated processing o f neural network software and computing complex. In Fig. 2. redirected page with waitbar is presented. О - • .**.<*■ jV> <| ры< '*«!*•г 0 *» .•7V-T‘>^ WtMbM iftUruet l*pfcy«r J* * JtKriW»- (япмимК >• « 0 * я j<»4w*etr« -«j»4-»-*!»-»»<*»».n iffu * »i УПЛ * • t«*«»«* t* ММ*» V . «(.*'1 '«J»" Гч'.л»**» 4 « & £ tv r -и *'’* ■*« o»'*1»*•**»! t«i«* «Mir* M «.>»»«•<4«.». Fig. 2. Appearance of user redirection page Upon termination of process of calculation the user gets on page «Results of calculation». On the plot will be presented: a dark blue continuous curve - real values of parameter, red dotted - the answer o f a neural network. Above: ANN type (Elm, FF, Fuzzy), correlation between the target and restored signal (R), prediction efficiency (PE), ANN inputs (Input) with present values of delays and a target exit (Output) are listed. The green marker allocates time/date of creation of the plot and the user signature who has requested calculation o f the data. The Fig. 3 page with results of calculations is shown. 19

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