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1

A Particle Filter Approach to Approximate Posterior Cramer-Rao Lower Bound: The Case of Hidden States

Tulsyan, Aditya, Huang, Biao, Gopaluni, R. Bhushan, Forbes, J. Fraser

Journal:

IEEE Transactions on Aerospace and Electronic Systems

Year:

2013

Language:

english

File:

PDF, 2.09 MB

english, 2013

2

A Particle Filter Approach to Approximate Posterior Cramer-Rao Lower Bound: The Case of Hidden States

Tulsyan, Aditya, Huang, Biao, Gopaluni, R. Bhushan, Forbes, J. Fraser

Journal:

IEEE Transactions on Aerospace and Electronic Systems

Year:

2014

Language:

english

File:

PDF, 3.83 MB

english, 2014

3

Adaptive signal processing of asset price dynamics with predictability analysis

Rogemar S. Mamon, Christina Erlwein, R. Bhushan Gopaluni

Journal:

Information Sciences

Year:

2008

Language:

english

File:

PDF, 1.31 MB

english, 2008

4

[IEEE 2013 American Control Conference (ACC) - Washington, DC (2013.6.17-2013.6.19)] 2013 American Control Conference - Optimal control and state estimation of lithium-ion batteries using reformulated models

Suthar, Bharatkumar, Ramadesigan, Venkatasailanathan, Northrop, Paul W. C., Gopaluni, Bhushan, Santhanagopalan, Shriram, Braatz, Richard D., Subramanian, Venkat R.

Year:

2013

Language:

english

File:

PDF, 638 KB

english, 2013

5

State-of-charge estimation in lithium-ion batteries: A particle filter approach

Tulsyan, Aditya, Tsai, Yiting, Gopaluni, R. Bhushan, Braatz, Richard D.

Journal:

Journal of Power Sources

Year:

2016

Language:

english

File:

PDF, 4.05 MB

english, 2016

6

Application of Neural Networks for Optimal-Setpoint Design and MPC Control in Biological Wastewater Treatment

Sadeghassadi, Mahsa, Macnab, Chris.J.B., Gopaluni, Bhushan, Westwick, David

Journal:

Computers & Chemical Engineering

Year:

2018

Language:

english

File:

PDF, 2.63 MB

english, 2018

7

Identification of chemical processes with irregular output sampling

Harigopal Raghavan, Arun K. Tangirala, R. Bhushan Gopaluni, Sirish L. Shah

Journal:

Control Engineering Practice

Year:

2006

Language:

english

File:

PDF, 779 KB

english, 2006

8

Nonlinear Bayesian state estimation: A review of recent developments

Patwardhan, Sachin C., Narasimhan, Shankar, Jagadeesan, Prakash, Gopaluni, Bhushan, L. Shah, Sirish

Journal:

Control Engineering Practice

Year:

2012

Language:

english

File:

PDF, 486 KB

english, 2012

9

On simultaneous on-line state and parameter estimation in non-linear state-space models

Tulsyan, Aditya, Huang, Biao, Bhushan Gopaluni, R., Fraser Forbes, J.

Journal:

Journal of Process Control

Year:

2013

Language:

english

File:

PDF, 1.24 MB

english, 2013

10

Model Predictive Control in Industry: Challenges and Opportunities

Forbes, Michael G., Patwardhan, Rohit S., Hamadah, Hamza, Gopaluni, R. Bhushan

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 1.07 MB

english, 2015

11

Particle filtering without tears: a primer for beginners

Tulsyan, Aditya, Gopaluni, R. Bhushan, Khare, Swanand R.

Journal:

Computers & Chemical Engineering

Year:

2016

Language:

english

File:

PDF, 1.43 MB

english, 2016

12

A Quantile-Based Scenario Analysis Approach to Biomass Supply Chain Optimization under Uncertainty

Zamar, David S., Gopaluni, Bhushan, Sokhansanj, Shahab, Newlands, Nathaniel K.

Journal:

Computers & Chemical Engineering

Year:

2016

Language:

english

File:

PDF, 1003 KB

english, 2016

13

Univariate model-based deadband alarm design for nonlinear processes

Tulsyan, Aditya, Gopaluni, Bhushan

Journal:

Industrial & Engineering Chemistry Research

Year:

2019

Language:

english

File:

PDF, 1.61 MB

english, 2019

14

Assessment of Simplifications to a Pseudo–2D Electrochemical Model of Li-ion Batteries

Kong, XiangRong, Wetton, Brian, Gopaluni, Bhushan

Journal:

IFAC-PapersOnLine

Year:

2019

Language:

english

File:

PDF, 923 KB

english, 2019

15

Data-driven dynamic inferential sensors based on causality analysis

Cao, Liang, Yu, Feng, Yang, Fan, Cao, Yankai, Gopaluni, R. Bhushan

Journal:

Control Engineering Practice

Year:

2020

File:

PDF, 1.28 MB

2020

16

An online non-intrusive method for alignment between actuators and their response centers on a paper machine

R. Bhushan Gopaluni, Michael S. Davies, Philip D. Loewen, Guy A. Dumont

Journal:

ISA Transactions

Year:

2008

Language:

english

File:

PDF, 665 KB

english, 2008

17

Gray-box identification of dynamic models for the bleaching operation in a pulp mill

Harigopal Raghavan, R. Bhushan Gopaluni, Sirish Shah, Johan Pakpahan, Rohit Patwardhan, Chris Robson

Journal:

Journal of Process Control

Year:

2005

Language:

english

File:

PDF, 1.45 MB

english, 2005

18

Nonlinear system identification under missing observations: The case of unknown model structure

R. Bhushan Gopaluni

Journal:

Journal of Process Control

Year:

2010

Language:

english

File:

PDF, 686 KB

english, 2010

19

Characterization of gas–solid fluidization: A comparative study of acoustic and pressure signals

Yan-qin Li, John R. Grace, R. Bhushan Gopaluni, Hsiaotao Bi, C. Jim Lim, Naoko Ellis

Journal:

Powder Technology

Year:

2011

Language:

english

File:

PDF, 2.12 MB

english, 2011

20

ROBUST ADAPTIVE CONTROL FOR STRICT-FEEDBACK NONLINEAR SYSTEMS

Ikuro Mizumoto, Ratna Bhushan Gopaluni, Sirish L. Shah, Zenta Iwai

Journal:

Asian Journal of Control

Year:

2005

Language:

english

File:

PDF, 296 KB

english, 2005

21

4th Symposium on Advanced Control of Industrial Processes (ADCONIP)

Gudi, Ravi, Gopaluni, Bhushan, Huang, Biao

Journal:

Control Engineering Practice

Year:

2012

Language:

english

File:

PDF, 84 KB

english, 2012

22

Performance assessment, diagnosis, and optimal selection of non-linear state filters

Tulsyan, Aditya, Huang, Biao, Gopaluni, R. Bhushan, Forbes, J. Fraser

Journal:

Journal of Process Control

Year:

2014

Language:

english

File:

PDF, 1.92 MB

english, 2014

23

Increased CHO cell fed-batch monoclonal antibody production using the autophagy inhibitor 3-MA or gradually increasing osmolality

Nasseri, S. Soroush, Ghaffari, Navid, Braasch, Katrin, Jardon, Mario A., Butler, Michael, Kennard, Malcolm, Gopaluni, Bhushan, Piret, James M.

Journal:

Biochemical Engineering Journal

Year:

2014

Language:

english

File:

PDF, 2.20 MB

english, 2014

24

Nonlinear Process Monitoring Using Supervised Locally Linear Embedding Projection

McClure, Kenneth S., Gopaluni, R. Bhushan, Chmelyk, Terrance, Marshman, Devin, Shah, Sirish L.

Journal:

Industrial & Engineering Chemistry Research

Year:

2014

Language:

english

File:

PDF, 2.22 MB

english, 2014

25

Assessment of type II diabetes mellitus using irregularly sampled measurements with missing data

Barazandegan, Melissa, Ekram, Fatemeh, Kwok, Ezra, Gopaluni, Bhushan, Tulsyan, Aditya

Journal:

Bioprocess and Biosystems Engineering

Year:

2015

Language:

english

File:

PDF, 708 KB

english, 2015

26

[IEEE 2014 American Control Conference - ACC 2014 - Portland, OR, USA (2014.6.4-2014.6.6)] 2014 American Control Conference - Sparse identification in chemical master equations for monomolecular reaction networks

Kim, Kwang-Ki K., Jang, Hong, Gopaluni, R. Bhushan, Lee, Jay H., Braatz, Richard D.

Year:

2014

Language:

english

File:

PDF, 538 KB

english, 2014

27

Robust level control of a dry-surge ore pile

McClure, Kenneth Scott, Nagamune, Ryozo, Marshman, Devin, Chmelyk, Terrance, Gopaluni, Bhushan

Journal:

The Canadian Journal of Chemical Engineering

Year:

2014

Language:

english

File:

PDF, 1.19 MB

english, 2014

28

[IEEE Proceedings of the 45th IEEE Conference on Decision and Control - San Diego, CA, USA (2006.12.13-2006.12.15)] Proceedings of the 45th IEEE Conference on Decision and Control - Identification of Symmetric Noncausal Processes: Cross-Directional Response Modelling of Paper Machines

Gopaluni, R. Bhushan, Loewen, Philip D., Ammar, Mohammed, Dumont, Guy A., Davies, Michael S.

Year:

2006

Language:

english

File:

PDF, 297 KB

english, 2006

29

Detection of Abnormalities in Type II Diabetic Patients Using Particle Filters

Vahidi, Omid, Bhushan Gopaluni, R., Kwok, Ezra

Journal:

Journal of Medical and Biological Engineering

Year:

2015

Language:

english

File:

PDF, 401 KB

english, 2015

30

[IEEE 2013 American Control Conference (ACC) - Washington, DC (2013.6.17-2013.6.19)] 2013 American Control Conference - Constrained dual ensemble Kalman filter for state and parameter estimation

Bavdekar, Vinay A., Prakash, J., Shah, Sirish L., Gopaluni, R. Bhushan

Year:

2013

Language:

english

File:

PDF, 268 KB

english, 2013

31

Robust Optimization of Competing Biomass Supply Chains Under Feedstock Uncertainty

Zamar, David S., Gopaluni, Bhushan, Sokhansanj, Shahab, Newlands, Nathaniel K.

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 580 KB

english, 2015

32

[IEEE 2015 IEEE SENSORS - Busan, South Korea (2015.11.1-2015.11.4)] 2015 IEEE SENSORS - A magnetic sensor to measure wear in centrifugal pumps

Khoie, Ramin, Gopaluni, Bhushan, Olson, James A., Stoeber, Boris

Year:

2015

Language:

english

File:

PDF, 1.40 MB

english, 2015

33

[IEEE 2015 American Control Conference (ACC) - Chicago, IL, USA (2015.7.1-2015.7.3)] 2015 American Control Conference (ACC) - Cross-directional controller performance monitoring for paper machines

Lu, Qiugang, Rippon, Lee D., Gopaluni, R. Bhushan, Forbes, Michael G., Loewen, Philip D., Backstrom, Johan, Dumont, Guy A.

Year:

2015

Language:

english

File:

PDF, 248 KB

english, 2015

34

[IEEE 2015 34th Chinese Control Conference (CCC) - Hangzhou, China (2015.7.28-2015.7.30)] 2015 34th Chinese Control Conference (CCC) - Evaluation of treatment regimens for blood glucose regulation in type II diabetes using pharmacokinetic-pharmacodynamic modeling

Ekram, Fatemeh, Barazandegan, Melissa, Kwok, Ezra, Gopaluni, Bhushan

Year:

2015

Language:

english

File:

PDF, 280 KB

english, 2015

35

Simple Self-Administered Method for Assessing Insulin Sensitivity in Diabetic Patients

Barazandegan, Melissa, Ekram, Fatemeh, Kwok, Ezra, Gopaluni, Bhushan

Journal:

Journal of Medical and Biological Engineering

Year:

2016

Language:

english

File:

PDF, 976 KB

english, 2016

36

LIONSIMBA: A Matlab Framework Based on a Finite Volume Model Suitable for Li-Ion Battery Design, Simulation, and Control

Torchio, Marcello, Magni, Lalo, Gopaluni, R. Bhushan, Braatz, Richard D., Raimondo, Davide M.

Journal:

Journal of The Electrochemical Society

Year:

2016

Language:

english

File:

PDF, 1.52 MB

english, 2016

37

Performance Assessment of Cross-Directional Control for Paper Machines

Lu, Qiugang, Forbes, Michael G., Gopaluni, Ratna Bhushan, Loewen, Philip D., Backstrom, Johan U., Dumont, Guy A.

Journal:

IEEE Transactions on Control Systems Technology

Year:

2016

Language:

english

File:

PDF, 5.29 MB

english, 2016

38

Regularized maximum likelihood estimation of sparse stochastic monomolecular biochemical reaction networks

Jang, Hong, Kim, Kwang-Ki K., Braatz, Richard D., Gopaluni, R. Bhushan, Lee, Jay H.

Journal:

Computers & Chemical Engineering

Year:

2016

Language:

english

File:

PDF, 1.69 MB

english, 2016

39

BIAS DISTRIBUTION IN MPC RELEVANT IDENTIFICATION

Gopaluni, Ratna Bhushan, Patwardhan, Rohit S., Shah, Sirish L.

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 1.08 MB

english, 2002

40

Particle Filter Approach to Nonlinear System Identification under Missing Observations with a Real Application

Gopaluni, R.Bhushan, Schön, Thomas B., Wills, Adrian G.

Journal:

IFAC Proceedings Volumes

Year:

2009

Language:

english

File:

PDF, 355 KB

english, 2009

41

Nonlinear System Identification from Small Data Sets

Gopaluni, R. Bhushan, Marshman, Devin

Journal:

IFAC Proceedings Volumes

Year:

2010

Language:

english

File:

PDF, 405 KB

english, 2010

42

Reconstructing Paper Machine Sheet Process Data Variation Using Compressive Sensing

Davies, Michael, Gopaluni, Bhushan, Loewen, Philip, Towfighi, Parisa, Dumont, Guy

Journal:

IFAC Proceedings Volumes

Year:

2011

Language:

english

File:

PDF, 657 KB

english, 2011

43

Input Design for Nonlinear Stochastic Dynamic Systems – A Particle Filter Approach

Gopaluni, R. Bhushan, Schön, Thomas B., Wills, Adrian G.

Journal:

IFAC Proceedings Volumes

Year:

2011

Language:

english

File:

PDF, 229 KB

english, 2011

44

State of Charge Estimation in Li-ion Batteries Using an Isothermal Pseudo Two-Dimensional Model

Gopaluni, R. Bhushan, Braatz, Richard D

Journal:

IFAC Proceedings Volumes

Year:

2013

Language:

english

File:

PDF, 432 KB

english, 2013

45

Bayesian identification of non-linear state-space models: Part I- Input design

Tulsyan, Aditya, Khare, Swanand R, Huang, Biao, Gopaluni, R. Bhushan, Forbes, J. Fraser

Journal:

IFAC Proceedings Volumes

Year:

2013

Language:

english

File:

PDF, 206 KB

english, 2013

46

Evaluation of Adaptive Extended Kalman Filter Algorithms for State Estimation in Presence of Model-Plant Mismatch

Bavdekar, Vinay A, Bhushan Gopaluni, R., Shah, Sirish L

Journal:

IFAC Proceedings Volumes

Year:

2013

Language:

english

File:

PDF, 284 KB

english, 2013

47

[IEEE 2016 American Control Conference (ACC) - Boston, MA, USA (2016.7.6-2016.7.8)] 2016 American Control Conference (ACC) - Robust model-based delay timer alarm for non-linear processes

Tulsyan, Aditya, Gopaluni, R. Bhushan

Year:

2016

Language:

english

File:

PDF, 529 KB

english, 2016

48

A Transfer Entropy Method to Quantify Causality in Stochastic Nonlinear Systems**The authors would appreciate the financial support from the National Natural Science Foundation of China (61433001) and Tsinghua University Initiative Scientific Research Program.

Gao, Jiaqi, Tulsyan, Aditya, Yang, Fan, Gopaluni, Bhushan

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 544 KB

english, 2016

49

Economic Optimization of Sawmill Residues Collection for Bioenergy Conversion

Zamar, David S., Gopaluni, Bhushan, Sokhansanj, Shahab, Ebadian, Mahmood

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 800 KB

english, 2016

50

[IEEE 2016 American Control Conference (ACC) - Boston, MA, USA (2016.7.6-2016.7.8)] 2016 American Control Conference (ACC) - Economic nonlinear model predictive control for mechanical pulping processes

Hui Tian,, Qiugang Lu,, Gopaluni, R. Bhushan, Zavala, Victor M., Olson, James A.

Year:

2016

Language:

english

File:

PDF, 253 KB

english, 2016