350 rub
Journal Science Intensive Technologies №5 for 2016 г.
Article in number:
Development and improvement of the adaptive software for product quality prediction
Authors:
V.P. Marin - Academic APK, Dr. Sc. (Eng.), Professor, Moscow State University of Information Technologies, Radio Engineering and Electronics (MIREA) B.P. Sadkovsky - Dr. Sc. (Eng.), Professor, Bauman Moscow State Technical University. E-mail: 1012sbp@rambler.ru N.E. Sadkovskaya - Dr. Sc. (Eng.), Associate Professor, Bauman Moscow State Technical University. E-mail: natsadkovskaya@rambler.ru O.V. Knyazev - Ph. D. (Eng.), Head of Department, TransKapitalBank. E-mail: xle-gus@gmail.com
Abstract:
In this article notes importance of the development of a software production enterprise information systems for industrial quality control. Given list of methods that can be used for quality prediction. Described logistic regression method for quality prediction. Method of constructing an adaptive environment for rebuilding the model. Described weight of evidence and IV calculation. Provided mathematical criteria for controlling new models. Matlab algorithm provide with description. Given information system architecture for implementation adaptive quality control. Main advantages of method are provided too.
Pages: 55-60
References

 

  1. Sadkovskaja N.E., Sadkovskijj B.P. Puti povyshenija urovnja ehkologicheskojj bezopasnosti tekhnicheskikh sredstv i tekhnologijj. Kaluga: Manuskript. 2011. 168 s.
  2. Marin V.P., Sadkovskijj B.P., Sadkovskaja N.E., Knjazev O.V. Organizacija proizvodstva na innovacionnykh predprijatijakh radioehlektronnojj promyshlennosti na osnove strategii razvitija informacionnykh tekhnologijj // Naukoemkie tekhnologii. 2016. T. 17. № 1. S. 30−36.
  3. Sadkovskijj B.P., Sadkovskaja N.E., Fedulova JA.I., Sidorov V.N. Sozdanie sistem ehkologicheskojj bezopasnosti na predprijatijakh avtomobilnojj promyshlennosti i servisa. Kaluga: Izd-vo EHjjdos. 2014. 114 s.
  4. Sadkovskaja N.E. Primenenie metodov statisticheskogo modelirovanija pri regulirovanii tekhnologicheskikh processov // Materialy Vseros. nauchno-tekhnich. konf. «Naukoemkie tekhnologii v priboro- i mashinostroenii i razvitie innovacionnojj dejatelnosti v vuze». M. 2010. T. 3. S. 75−76.
  5. Sadkovskaja N.E. EHkonomija resursov organizacii v processe prinjatija upravlencheskikh reshenijj // Materialy Vseros. nauchno-tekhnich. konf. «Naukoemkie tekhnologii v priboro- i mashinostroenii i razvitie innovacionnojj dejatelnosti v vuze». M. 2010. T. 3. S. 72−74.
  6. Sadkovskaja N.E. Issledovanija obespechenija ehffektivnosti menedzhmenta kachestva IT-tekhnologijami // Sb. statejj «Socialno-ehkonomicheskie». Pod red. O.L. Perervy. Trudy MGTU. 2011. S. 125−132.
  7. Sadkovskaja N.E., Sadkovskijj B.P., Knjazev O.V. Sozdanie i primenenie intellektualnykh sistem podderzhki prinjatija upravlencheskikh reshenijj na predprijatijakh radioehlektronnogo kompleksa // Naukoemkie tekhnologii. 2013. № 2. S. 9−12.
  8. Sadkovskaja N.E., Sadkovskijj B.P., Troshkin D.O. Vzaimodejjstvie sistem globalnogo pozicionirovnija GLONASS/GPS i nazemnykh vychislitelnykh centrov // Materialy Vseros. nauchn.-tekhnich. konf. «Naukoemkie tekhnologii v priboro- i mashinostroenii i razvitie innovacionnojj dejatelnosti v vuze». M. 2013. T. 3. S. 220−225.
  9. Sadkovskaja N.E., Sadkovskijj B.P., Knjazev O.V. Primenenie metoda opornykh vektorov v zadachakh klassifikacii i prinjatija reshenijj [EHlektronnyjj resurs] // Bankovskie uslugi. 2013. № 7.
  10. Sadkovskaja N.E., Sadkovskijj B.P., Knjazev O.V. Sovremennaja strategija razvitija informacionnykh tekhnologijj pri organizacii proizvodstva na predprijatijakh radioehlektronnojj promyshlennosti // Socialno-ehkonomicheskie: Sb. statejj pod red. O.L. Perervy. Trudy MGTU. 2013. S. 139−143.
  11. Sadkovskaja N.E, Marin V.P., Sadkovskijj B.P. Ustojjchivost ehkologo-ehkonomicheskojj sistemy predprijatijj radioehlektronnojj promyshlennosti kak faktor povyshenija kachestva okruzhajushhejj sredy [EHlektronnyjj resurs] // Kachestvo i zhizn. 2015. № 1.
  12. Knjazev O.V. Razvitie metodov i sredstv postroenija adaptivnykh skoringovykh kart // Bankovskie uslugi. 2014. № 11. S. 39−43.
  13. http://www.comprice.ru/articles/detail.php-ID=40250.
  14. http://www.vb-net.ru/SQL/replication.htm.