Search Results - "Liulin Cao"
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1
Kernel-Based Least Squares Temporal Difference With Gradient Correction
Published in IEEE transaction on neural networks and learning systems (01-04-2016)“…A least squares temporal difference with gradient correction (LS-TDC) algorithm and its kernel-based version kernel-based LS-TDC (KLS-TDC) are proposed as…”
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Journal Article -
2
Gray-box modeling and control of polymer molecular weight distribution using orthogonal polynomial neural networks
Published in Journal of process control (01-10-2012)“…► An orthogonal polynomial feedforward neural network (OPFNN) and a recurrent neural network (RNN) are combined to model the shape of MWD in this paper. ► The…”
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Journal Article -
3
Closed-loop identification of systems using hybrid Box-Jenkins structure and its application to PID tuning
Published in Chinese journal of chemical engineering (01-12-2015)“…The paper describes a closed-loop system identification procedure for hybrid continuous-time Box–Jenkins models and demonstrates how it can be used for IMC…”
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Journal Article -
4
Adaptive Iterative Learning Control Based on Unfalsified Strategy for Chylla-Haase Reactor
Published in IEEE/CAA journal of automatica sinica (01-10-2014)“…An adaptive iterative learning control based on unfalsified strategy is proposed to solve high precision temperature tracking of the Chylla-Haase reactor, in…”
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Journal Article -
5
Parameters Tuning of Model Free Adaptive Control Based on Minimum Entropy
Published in IEEE/CAA journal of automatica sinica (01-10-2014)“…Dynamic linearization based model free adaptive control(MFAC) algorithm has been widely used in practical systems, in which some parameters should be tuned…”
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Journal Article -
6
Consequence Identification for Maloperation in Batch Process
Published in Chinese journal of chemical engineering (01-12-2013)“…Batch processes are important in chemical industry, in which operators usually play a major role and hazards may arise by their inadvertent acts. In this…”
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Journal Article -
7
Application of improved model-free adaptive control in an industrial oiler system
Published in Proceedings of the 31st Chinese Control Conference (01-07-2012)“…For a utility boiler to achieve good performance, dynamic variables such as drum level, steam temperature, water level of the drum, and others must be…”
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Conference Proceeding -
8
Soft-Transition Sub-PCA Fault Monitoring of Batch Processes
Published in Industrial & engineering chemistry research (24-07-2013)“…Inaccurate substage division problems often emerge when multiway principal component analysis is applied in fault monitoring of multistage batch processes. A…”
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Journal Article -
9
A parallel harmony search algorithm with dynamic harmony-memory size
Published in 2013 25th Chinese Control and Decision Conference (CCDC) (01-05-2013)“…Inspired by the concept of swarm intelligence, a parallel harmony search algorithm with dynamic harmony-memory size (PDHS) is presented to solve unconstrained…”
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Conference Proceeding -
10
Study on periodic feeding control for a semi-batch polymerization process
Published in Proceedings of the 10th World Congress on Intelligent Control and Automation (01-07-2012)“…The relationships between period operation and Molecular Weight Distribution (MWD) of polymeric products were investigated firstly aiming at a semi-batch…”
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Conference Proceeding -
11
A dynamical search space harmony search for unconstrained optimization problems
Published in 2013 9th Asian Control Conference (ASCC) (01-06-2013)“…A dynamical search space harmony search (DSHS) algorithm in order to improve the efficiency of standard harmony search algorithm. The DSHS employs two…”
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Conference Proceeding -
12
Design and realization of automatic control system for boiler based on model free adaptive control
Published in 2011 Chinese Control and Decision Conference (CCDC) (01-05-2011)“…To achieve good performance of the utility boiler, dynamic variables such as drum pressure, steam temperature and water level of drum, etc. must be controlled…”
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Conference Proceeding -
13
Multiobjective intelligence optimal operation of PET polymerization
Published in 2011 9th World Congress on Intelligent Control and Automation (01-06-2011)“…A multiobjective intelligence optimal approach in polymerizing of PET with maximum yield and the best quality is proposed. The hybrid neural network based on…”
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Conference Proceeding -
14
Output tracking for nonlinear singular systems
Published in 2010 8th World Congress on Intelligent Control and Automation (01-07-2010)“…The application of inversion theory to nonlinear singular systems is an important problem. The output tracking for affine nonlinear singular systems,…”
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Conference Proceeding -
15
Optimizing and tracking of temperature control trajectory of batch process
Published in 2010 Chinese Control and Decision Conference (01-05-2010)“…The optimal operation trajectory of batch process is always determined by experienced workers according to rich experiences. Obviously it is time-consuming and…”
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Conference Proceeding -
16
Self-tuning of PID controller based on process operational data
Published in Proceedings of 2011 International Conference on Modelling, Identification and Control (01-06-2011)“…In this work, a novel algorithm for the self-tuning PID parameters by using process operational data is proposed. A feasible data set is achieved on the basis…”
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Conference Proceeding -
17
Shaping of molecular weight distribution using B-spline based predictive probability density function control
Published in 2004 American Control Conference Proceedings; Volume 4 of 6 (01-01-2004)“…Issues of modelling and control of molecular weight distributions (MWDs) of polymerization products have been studied under the recently developed framework of…”
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Conference Proceeding Journal Article -
18
Dynamic support vector machine regression based on recurrent strategy
Published in 2008 7th World Congress on Intelligent Control and Automation (01-06-2008)“…Currently, the research and application of support vector machines regression (SVR) mainly focus on the statistical modeling of the complex industrial process,…”
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Conference Proceeding -
19
Control and modeling of temperature distribution in a tubular polymerization process
Published in Computers & chemical engineering (01-11-2007)“…Temperature distribution along tubular reactors reveals the process of a polymerization reaction, so that it can be used as an indicator to monitor polymer…”
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Journal Article -
20
Adaptive terminal iterative learning for batch process with batch-varying parameters
Published in Proceedings of the 32nd Chinese Control Conference (01-07-2013)“…Adaptive terminal iterative learning control algorithm based on process model updated along with batch index is proposed for final quality control, in which…”
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Conference Proceeding