Pervasive Knowledge Discovery by Just-in-Time Learning to Solve Simultaneous Data Reconciliation and Parameter Estimation of Industrial Processes

Industrial & Engineering Chemistry Research ◽

10.1021/ie4043455 ◽

2014 ◽

Vol 53 (24) ◽

pp. 10194-10205 ◽

Author(s):

Zhengjiang Zhang ◽

Ying-Yu Chuang ◽

Junghui Chen

Keyword(s):

Parameter Estimation ◽

Knowledge Discovery ◽

Data Reconciliation ◽

Industrial Processes ◽

Download Full-text

Dynamic Data Reconciliation, Parameter Estimation, and Multi-Scale, Multi-Physics Modeling of the Microwave-Assisted Methane Dehydroaromatization Process

Chemical Engineering Science ◽

10.1016/j.ces.2021.116624 ◽

2021 ◽

pp. 116624

Author(s):

Chirag Mevawala ◽

Xinwei Bai ◽

Debangsu Bhattacharyya ◽

Jianli Hu

Keyword(s):

Parameter Estimation ◽

Data Reconciliation ◽

Dynamic Data ◽

Multi Scale ◽

Microwave Assisted ◽

Methane Dehydroaromatization ◽

Physics Modeling ◽

Dynamic Data Reconciliation

Download Full-text

Redescending estimators for data reconciliation and parameter estimation

Computers & Chemical Engineering ◽

10.1016/s0098-1354(01)00721-9 ◽

2001 ◽

Vol 25 (11-12) ◽

pp. 1585-1599 ◽

Author(s):

Nikhil Arora ◽

Lorenz T. Biegler

Keyword(s):

Parameter Estimation ◽

Data Reconciliation

Download Full-text

9 Joint parameter estimation—data reconciliation

Process Systems Engineering - Data Processing and Reconciliation for Chemical Process Operations ◽

10.1016/s1874-5970(00)80024-7 ◽

1999 ◽

pp. 159-181

Keyword(s):

Parameter Estimation ◽

Data Reconciliation

Download Full-text

An Open Software Architecture for Steady-State Data Reconciliation and Parameter Estimation

European Symposium on Computer Aided Process Engineering-12, 35th European Symposium of the Working Party on Computer Aided Process Engineering - Computer Aided Chemical Engineering ◽

10.1016/s1570-7946(02)80170-5 ◽

2002 ◽

pp. 853-858

Author(s):

Chouaib Benqlilou ◽

Moisès Graells ◽

Antonio Espuña ◽

Luis Puigjaner

Keyword(s):

Parameter Estimation ◽

Steady State ◽

Software Architecture ◽

Data Reconciliation ◽

Download Full-text

Joint dynamic data reconciliation/parameter estimation: Application to an industrial pyrolysis reactor

Applied Thermal Engineering ◽

10.1016/j.applthermaleng.2019.113726 ◽

2019 ◽

Vol 158 ◽

pp. 113726 ◽

Author(s):

G. Fadda ◽

J. Chebeir ◽

S.D. Salas ◽

J.A. Romagnoli

Keyword(s):

Parameter Estimation ◽

Data Reconciliation ◽

Dynamic Data ◽

Pyrolysis Reactor ◽

Dynamic Data Reconciliation

Download Full-text

A just-in-time fine-tuning framework for deep learning of SAE in adaptive data-driven modeling of time-varying industrial processes

IEEE Sensors Journal ◽

10.1109/jsen.2020.3025805 ◽

2020 ◽

pp. 1-1

Author(s):

Yijun Wu ◽

Diju Liu ◽

Xiaofeng Yuan ◽

Yalin Wang

Keyword(s):

Deep Learning ◽

Fine Tuning ◽

Data Driven ◽

Industrial Processes ◽

Just In Time ◽

Time Varying ◽

Data Driven Modeling

Download Full-text

Simultaneous Data Reconciliation and Parameter Estimation in Bulk Polypropylene Polymerizations in Real Time

Macromolecular Symposia ◽

10.1002/masy.200651110 ◽

2006 ◽

Vol 243 (1) ◽

pp. 91-103 ◽

Author(s):

Diego Martinez Prata ◽

Enrique Luis Lima ◽

José Carlos Pinto

Keyword(s):

Parameter Estimation ◽

Real Time ◽

Data Reconciliation

Download Full-text

Single iterative algorithm with global feedback for integrated system optimisation and parameter estimation of large scale industrial processes: optimality, convergence and simulation

IEE Proceedings D Control Theory and Applications ◽

10.1049/ip-d.1992.0056 ◽

1992 ◽

Vol 139 (5) ◽

pp. 447 ◽

Author(s):

Z. Amini ◽

J. Lin ◽

P.D. Roberts

Keyword(s):

Parameter Estimation ◽

Iterative Algorithm ◽

Large Scale ◽

Integrated System ◽

Industrial Processes ◽

System Optimisation

Download Full-text

Ensemble just-in-time learning framework through evolutionary multi-objective optimization for soft sensor development of nonlinear industrial processes

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2018.12.002 ◽

2019 ◽

Vol 184 ◽

pp. 153-166 ◽

Author(s):

Huaiping Jin ◽

Bei Pan ◽

Xiangguang Chen ◽

Bin Qian

Keyword(s):

Soft Sensor ◽

Industrial Processes ◽

Just In Time ◽

Multi Objective Optimization ◽

Sensor Development ◽

Multi Objective ◽

Learning Framework

Download Full-text

Dynamic Modeling of a Coal Mill for Simultaneous Dynamic Data Reconciliation and Parameter Estimation

10.33915/etd.10247 ◽

2021 ◽

Author(s):

vinayak dwivedy

Keyword(s):

Parameter Estimation ◽

Dynamic Modeling ◽

Data Reconciliation ◽

Dynamic Data ◽

Dynamic Data Reconciliation

Download Full-text