U.S. flag

An official website of the United States government

Dot gov

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

Https

Secure .gov websites use HTTPS
A lock ( ) or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.

PubAg

Main content area

You searched for: Author "Xia, Hong" Remove constraint Author: "Xia, Hong" Journal Industrial & engineering chemistry process design and development Remove constraint Journal: Industrial & engineering chemistry process design and development Subject case studies Remove constraint Subject: case studies Subject algorithms Remove constraint Subject: algorithms
Start Over

Search

1  Search Results

1 entry found
Number of results to display per page

Search Results

1. Process Monitoring Based on Orthogonal Locality Preserving Projection with Maximum Likelihood Estimation

Author:
Xia Hong,   et al.   ; Jingxin Zhang; Maoyin Chen; Hao Chen; Donghua Zhou;     Show all 5 Authors
Source:
Industrial & engineering chemistry process design and development 2019 v.58 no.14 pp. 5579-5587
ISSN:
1520-5045
Subject:
algorithms; case studies; process design; process monitoring; statistical analysis
Abstract:
... By integrating two powerful methods of density reduction and intrinsic dimensionality estimation, a new data-driven method, referred to as OLPP–MLE (orthogonal locality preserving projection-maximum likelihood estimation), is introduced for process monitoring. OLPP is utilized for dimensionality reduction, which provides better locality preserving power than locality preserving projection. Then, t ...
DOI:
10.1021/acs.iecr.8b05875