Predictive control of particlesize distribution of crystallization process using deep learning based image analysis

Learning to navigate a crystallization model with Deep Reinforcement Learning

(2021) Vidhyadhar Manee et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Data-Driven Multiobjective Predictive Optimal Control of Refining Process With Non-Gaussian Stochastic Distribution Dynamics

(2021) Mingjie Li et al.   IEEE Transactions on Industrial Informatics

A Signal Compensation-Based Robust Swing-Up and Balance Control Method for the Pendubot

(2021) Cui Wei et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

SPRNet: Single-Pixel Reconstruction for One-Stage Instance Segmentation

(2020) Jun Yu et al.   IEEE Transactions on Cybernetics

A Deep Learning Image-Based Sensor for Real-Time Crystal Size Distribution Characterization

(2019) V. Manee et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Data-Driven Predictive Probability Density Function Control of Fiber Length Stochastic Distribution Shaping in Refining Process

(2019) Mingjie Li et al.   IEEE Transactions on Automation Science and Engineering

A model-based approach for controlling particle size distribution in combined cooling-antisolvent crystallization processes

(2018) N. Ghadipasha et al.   CHEMICAL ENGINEERING SCIENCE

In-situ particle segmentation approach based on average background modeling and graph-cut for the monitoring of l -glutamic acid crystallization

(2018) Zhi M. Lu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Image Analysis for In-line Measurement of Multidimensional Size, Shape, and Polymorphic Transformation of l-Glutamic Acid Using Deep Learning-Based Image Segmentation and Classification

(2018) Zhenguo Gao et al.   CRYSTAL GROWTH & DESIGN

Chord Length Distribution Based Modeling and Adaptive Model Predictive Control of Batch Crystallization Processes Using High Fidelity Full Population Balance Models

(2018) Botond Szilágyi et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

A novel backlight fiber optical probe and image algorithms for real time size-shape analysis during crystallization

(2016) Toufic El Arnaout et al.   CHEMICAL ENGINEERING SCIENCE

Data-Driven Modeling and Dynamic Programming Applied to Batch Cooling Crystallization

(2016) Daniel J. Griffin et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Image-Based Multiresolution-ANN Approach for Online Particle Size Characterization

(2014) B. Zhang et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Recent advances in the monitoring, modelling and control of crystallization systems

(2013) Zoltan K. Nagy et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Advances and New Directions in Crystallization Control

(2012) Zoltan K. Nagy et al.   Annual Review of Chemical and Biomolecular Engineering

Nonlinear Model-Based Control of a Semi-Industrial Batch Crystallizer Using a Population Balance Modeling Framework

(2011) A. Mesbah et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Data-Based Virtual Unmodeled Dynamics Driven Multivariable Nonlinear Adaptive Switching Control

(2011) Tianyou Chai et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Stochastic Approach for the Prediction of PSD in Crystallization Processes: Formulation and Comparative Assessment of Different Stochastic Models

(2011) Massimiliano Grosso et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Nonlinear model predictive control for the polymorphic transformation of L-glutamic acid crystals

(2009) Martin Wijaya Hermanto et al.   AICHE JOURNAL

A model-based control framework for industrial batch crystallization processes

(2009) A. Mesbah et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Model based robust control approach for batch crystallization product design

(2009) Zoltan K. Nagy   COMPUTERS & CHEMICAL ENGINEERING

The Impact of Direct Nucleation Control on Crystal Size Distribution in Pharmaceutical Crystallization Processes

(2009) Mohd R. Abu Bakar et al.   CRYSTAL GROWTH & DESIGN

In situ particle size estimation for crystallization processes by multivariate image analysis

(2008) Debasis Sarkar et al.   CHEMICAL ENGINEERING SCIENCE

Multi-rate model predictive control of particle size distribution in a semibatch emulsion copolymerization reactor

(2007) Mustafa T. Dokucu et al.   JOURNAL OF PROCESS CONTROL