-
Nonparametric statistical modeling of spatiotemporal dynamics based on recorded dataMandelj, Simon ; Grabec, Igor ; Govekar, EdvardExperimental analysis of spatially extended processes is based on measured data of characteristic dynamic variables in space and time. The basic aim of the analysis is to extract a field evolution ... law from data thus recorded. We present a nonparametric statistical modeling of field evolution, following a state space reconstruction technique. For this purpose a novel state reconstruction is proposed that properly describes chaotic field evolution on short- as well as statistically on long-term basis. From the reconstructed state vectors, deterministic and random parts of field evolution are then approximated by employing a conditional average estimator. The performance of such statistical modeling is demonstrated by predicting simulated stochastic fields, and experimental fields generated by cutting and welding manufacturingprocesses. The results presented indicate that the proposed method of modeling can be successfully utilized for experimental characterization of different stochastic processes.Source: International journal of bifurcation and chaos in applied sciences and engineering. - ISSN 0218-1274 (Letn. 14, št. 6, 2004, str. 2011-2025)Type of material - article, component part ; adult, seriousPublish date - 2004Language - englishCOBISS.SI-ID - 7942939
Link(s):
http://www.worldscinet.com/ijbc/mkt/archive.shtmlDostop do polnega teksta samo za naročnike
DOI
Author
Mandelj, Simon |
Grabec, Igor |
Govekar, Edvard
Topics
dinamika nelinearna |
analize podatkov |
kaos |
predvidevanja |
procesi proizvodni |
karakterizacija procesov |
nonlinear dynamics |
spatiotemporal data analysis |
state space reconstruction |
embedding |
chaos |
prediction |
experimental characterization |
manufacturing processes
![loading ... loading ...](themes/default/img/ajax-loading.gif)
![loading ... loading ...](themes/default/img/ajax-loading.gif)
![loading ... loading ...](themes/default/img/ajax-loading.gif)
![loading ... loading ...](themes/default/img/ajax-loading.gif)
Shelf entry
Permalink
- URL:
Impact factor
Access to the JCR database is permitted only to users from Slovenia. Your current IP address is not on the list of IP addresses with access permission, and authentication with the relevant AAI accout is required.
Year | Impact factor | Edition | Category | Classification | ||||
---|---|---|---|---|---|---|---|---|
JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
Select the library membership card:
DRS, in which the journal is indexed
Database name | Field | Year |
---|
Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
---|---|
Mandelj, Simon | 18294 |
Grabec, Igor | 00800 |
Govekar, Edvard | 08782 |
Select pickup location:
Material pickup by post
Notification
Subject headings in COBISS General List of Subject Headings
Select pickup location
Pickup location | Material status | Reservation |
---|
Please wait a moment.