Neyronnye Seti V Promyshlennykh Sistemakh

Rassmotrena problema sozdaniya i sistemnoy integratsii adaptivnykh, izmenyayushchikhsya v real'nom vremeni intellektual'nykh neyronnykh sistem v sostave promyshlennykh avtomatizirovannykh sistem obrabotki informatsii i upravleniya (ASOIU) tekhnologicheskimi protsessami dobychi i pererabotki neftegazovogo syr'ya, a takzhe analogichnymi protsessami v drugikh otraslyakh promyshlennosti s nepreryvnym tsiklom proizvodstva. Predlozhen novyy podkhod k soglasovannomu obucheniyu mnozhestva (soobshchestva) neyronnykh setey ASOIU. Doveden do prakticheskoy realizatsii sposob opredeleniya spetsifikatsiy neyronnykh struktur ASOIU, obespechivayushchikh monitoring sostoyaniya uzlov avtomatizirovannykh tekhnologicheskikh kompleksov neftegazovoy otrasli i blizkikh k ney otrasley khozyaystva Rossii.Kniga predstavlyaet interes dlya studentov i spetsialistov v oblasti razrabotki i prakticheskogo primeneniya neyronnykh setey dlya avtomatizatsii tekhnologicheskikh i proizvodstvennykh protsessov v razvitykh promyshlennykh sistemakh avtomatizatsii.