. "2"^^ . "RIV/68407700:21220/08:00161021" . "Bukovsk\u00FD, Ivo" . "21220" . "Programov\u00FD syst\u00E9m I&C NEURECON"@cs . "Program system I&C NEURECON"@en . . "ISO 14001.2004; ISO 9001.2008" . . "2"^^ . . "[6CCB8F458DCB]" . "Program system I&C NEURECON"@en . . . . "data reconcilliation; data precisisation; neural networks; quadratic neural unit; network ensembles; bootstrap"@en . "Programov\u00FD syst\u00E9m I&C NEURECON" . "Programov\u00FD syst\u00E9m I&C NEURECON" . . . . "Jedn\u00E1 se o programov\u00FD bal\u00EDk pro vyrovn\u00E1v\u00E1n\u00ED (zp\u0159es\u0148ov\u00E1n\u00ED zp\u011Btn\u011B i v re\u00E1ln\u00E9m \u010Dase) provozn\u00EDch dat m\u011B\u0159en\u00FDch na ob\u011Bhu parn\u00ED turb\u00EDny. Program implementuje v\u00EDcen\u00E1sobn\u00E9 dop\u0159edn\u00E9 neuronov\u00E9 s\u00EDt\u011B a kvadratick\u00E9 neuronov\u00E9 jednotky pro modelov\u00E1n\u00ED a vyrovn\u00E1v\u00E1n\u00ED procesn\u00EDch dat s vyu\u017Eit\u00EDm metodik zn\u00E1m\u00FDch jako %22neural networks ensembles%22 a %22bootstrap%22. M\u011B\u0159en\u00E1 a modelovan\u00E1 jsou potom d\u00E1le vyrovn\u00E1v\u00E1na pomoc\u00ED 4 r\u016Fzn\u00FDch modifikac\u00ED vyrovn\u00E1vac\u00EDch kriteri\u00ED. Pro procesy s v\u00EDce ne\u017E 20-ti r\u016Fzn\u00FDmi veli\u010Dinami je naprogramov\u00E1n paraleln\u00ED bal\u00EDk s redukc\u00ED po\u010Dtu vstupn\u00EDch veli\u010Din pro neuronov\u00E9 moduly s vyu\u017Eit\u00EDm metodiky %22Principal Component Analysis%22. Celkov\u00E1 d\u00E9lka 11-ti samostatn\u00FDch program\u016F v Matlabu je p\u0159ibli\u017En\u011B 6000 \u0159\u00E1dk\u016F, programy jsou integrov\u00E1ny do u\u017Eivatelsk\u00E9ho prost\u0159ed\u00ED navr\u017Een\u00E9ho v Delphi, Excel je pou\u017Eit z d\u016Fvodu nutnosti na\u010D\u00EDt\u00E1n\u00ED procesn\u00EDch dat a pro snadnou konfiguraci neuronov\u00FDch modul\u016F." . . "390279" . . . . . "I&C Neurecon" . "Energo I&C a.s. Podnikatelsk\u00E1 553, Praha B\u011Bchovice; \u010CVUT Fakulta strojn\u00ED, U12110, Technick\u00E1 4, Praha 6,CD" . "This is a program package for both off-line and real time reconcilliation of multiple process data measured on a steam turbine loop or other energetic devices. The program implements static multilayer neural networks and quadratic neural units to model and reconciliate process data based on the principles of neural networks ensembles and bootstrapping technique. Measured and modelled data can be then processed by 4 various modifications of validation criteria. A paralel program package with reduction of input variables using Principal Component Analysis was programed for processes with multiple (more than 20) different variables. The total length of 11 Matlab routines is approximately 6000 rows of the code. The routines are aggregated within the user interface programmed in Delphi; Excel is utilized as it is required for reading process data and serves for setup configuration of neural modules."@en . "B\u00EDla, Ji\u0159\u00ED" . . . "Jedn\u00E1 se o programov\u00FD bal\u00EDk pro vyrovn\u00E1v\u00E1n\u00ED (zp\u0159es\u0148ov\u00E1n\u00ED zp\u011Btn\u011B i v re\u00E1ln\u00E9m \u010Dase) provozn\u00EDch dat m\u011B\u0159en\u00FDch na ob\u011Bhu parn\u00ED turb\u00EDny. Program implementuje v\u00EDcen\u00E1sobn\u00E9 dop\u0159edn\u00E9 neuronov\u00E9 s\u00EDt\u011B a kvadratick\u00E9 neuronov\u00E9 jednotky pro modelov\u00E1n\u00ED a vyrovn\u00E1v\u00E1n\u00ED procesn\u00EDch dat s vyu\u017Eit\u00EDm metodik zn\u00E1m\u00FDch jako %22neural networks ensembles%22 a %22bootstrap%22. M\u011B\u0159en\u00E1 a modelovan\u00E1 jsou potom d\u00E1le vyrovn\u00E1v\u00E1na pomoc\u00ED 4 r\u016Fzn\u00FDch modifikac\u00ED vyrovn\u00E1vac\u00EDch kriteri\u00ED. Pro procesy s v\u00EDce ne\u017E 20-ti r\u016Fzn\u00FDmi veli\u010Dinami je naprogramov\u00E1n paraleln\u00ED bal\u00EDk s redukc\u00ED po\u010Dtu vstupn\u00EDch veli\u010Din pro neuronov\u00E9 moduly s vyu\u017Eit\u00EDm metodiky %22Principal Component Analysis%22. Celkov\u00E1 d\u00E9lka 11-ti samostatn\u00FDch program\u016F v Matlabu je p\u0159ibli\u017En\u011B 6000 \u0159\u00E1dk\u016F, programy jsou integrov\u00E1ny do u\u017Eivatelsk\u00E9ho prost\u0159ed\u00ED navr\u017Een\u00E9ho v Delphi, Excel je pou\u017Eit z d\u016Fvodu nutnosti na\u010D\u00EDt\u00E1n\u00ED procesn\u00EDch dat a pro snadnou konfiguraci neuronov\u00FDch modul\u016F."@cs . . "P(2B06023)" . . "RIV/68407700:21220/08:00161021!RIV10-MSM-21220___" . . "Programov\u00FD syst\u00E9m I&C NEURECON"@cs . .