Development of model predictive control system using an artificial neural network: A case study with a distillation column

Assessing the Contribution of Data Mining Methods to Avoid Aircraft Run-Off from the Runway to Increase the Safety and Reduce the Negative Environmental Impacts

(2020) Olga Vorobyeva et al.   International Journal of Environmental Research and Public Health

Optimal control of flexible natural gas combined cycles with stress monitoring: Linear vs nonlinear model predictive control

(2020) Jairo Rúa et al.   APPLIED ENERGY

Prediction of the droplet spreading dynamics on a solid substrate at irregular sampling intervals: Nonlinear Auto-Regressive eXogenous Artificial Neural Network approach (NARX-ANN)

(2020) Elham Heidari et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Process structure-based recurrent neural network modeling for model predictive control of nonlinear processes

(2020) Zhe Wu et al.   JOURNAL OF PROCESS CONTROL

Development of riverbank erosion rate predictor for natural channels using NARX-QR Factorization model: a case study of Sg. Bernam, Selangor, Malaysia

(2020) Azlinda Saadon et al.   NEURAL COMPUTING & APPLICATIONS

Nonlinear Autoregressive Neural Networks to Predict Hydraulic Fracturing Fluid Leakage into Shallow Groundwater

(2020) Reza Taherdangkoo et al.   Water

Development of surrogate model using CFD and deep neural networks to optimize gas detector layout

(2019) Kyeongwoo Jeon et al.   KOREAN JOURNAL OF CHEMICAL ENGINEERING

Bringing new technologies and approaches to the operation and control of chemical process systems

(2019) James B. Rawlings et al.   AICHE JOURNAL

Modelling carbon emission intensity: Application of artificial neural network

(2019) Alex O. Acheampong et al.   JOURNAL OF CLEANER PRODUCTION

Development of NOx reduction system utilizing artificial neural network (ANN) and genetic algorithm (GA)

(2019) Yeonju Shin et al.   JOURNAL OF CLEANER PRODUCTION

Pathways for sustainable energy transition

(2019) Bin Chen et al.   JOURNAL OF CLEANER PRODUCTION

Application of NARX neural network for predicting marine engine performance parameters

(2019) Yiannis Raptodimos et al.   Ships and Offshore Structures

Real-Time Optimization and Control of Nonlinear Processes Using Machine Learning

(2019) Zhihao Zhang et al.   Mathematics

A design framework for optimizing forming processing parameters based on matrix cellular automaton and neural network-based model predictive control methods

(2019) Dong-Dong Chen et al.   APPLIED MATHEMATICAL MODELLING

Stability analysis of piecewise affine systems with multi-model predictive control

(2019) Panagiotis Petsagkourakis et al.   AUTOMATICA

A carbon price prediction model based on secondary decomposition algorithm and optimized back propagation neural network

(2019) Wei Sun et al.   JOURNAL OF CLEANER PRODUCTION

New design of adaptive model predictive control for energy conversion system with wind torque effect

(2019) M. Elsisi   JOURNAL OF CLEANER PRODUCTION

A Robust Model Predictive Control Strategy for Trajectory Tracking of Omni-directional Mobile Robots

(2019) Dongliang Wang et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

Neural Network-Based Model Predictive Control of a Paste Thickener Over an Industrial Internet Platform

(2019) Felipe Nunez et al.   IEEE Transactions on Industrial Informatics

Transfer learning with deep neural networks for model predictive control of HVAC and natural ventilation in smart buildings

(2019) Yujiao Chen et al.   JOURNAL OF CLEANER PRODUCTION

Experimental study on control performance comparison between model predictive control and proportion-integral-derivative control for radiant ceiling cooling integrated with underfloor ventilation system

(2018) Dongliang Zhang et al.   APPLIED THERMAL ENGINEERING

A Nonlinear Autoregressive Exogenous (NARX) Neural Network Model for the Prediction of the Daily Direct Solar Radiation

(2018) Zina Boussaada et al.   Energies

Predicting responses to mechanical ventilation for preterm infants with acute respiratory illness using artificial neural networks

(2018) Katharine Brigham et al.   International Journal for Numerical Methods in Biomedical Engineering

A GNSS-based weather forecasting approach using Nonlinear Auto Regressive Approach with Exogenous Input (NARX)

(2018) Zhoobin Rahimi et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Artificial intelligence driven process optimization for cleaner production of biomass with co-valorization of wastewater and flue gas in an algal biorefinery

(2018) Manoranjan Nayak et al.   JOURNAL OF CLEANER PRODUCTION

Sensor-based postural feedback is more effective than conventional feedback to improve lumbopelvic movement control in patients with chronic low back pain: a randomised controlled trial

(2018) Thomas Matheve et al.   Journal of NeuroEngineering and Rehabilitation

Functional Nonlinear Model Predictive Control Based on Adaptive Dynamic Programming

(2018) Lu Dong et al.   IEEE Transactions on Cybernetics

Explore a deep learning multi-output neural network for regional multi-step-ahead air quality forecasts

(2018) Yanlai Zhou et al.   JOURNAL OF CLEANER PRODUCTION

The Use of NARX Neural Networks to Forecast Daily Groundwater Levels

(2017) Sandra M. Guzman et al.   WATER RESOURCES MANAGEMENT

From linear to nonlinear MPC: bridging the gap via the real-time iteration

(2016) Sébastien Gros et al.   INTERNATIONAL JOURNAL OF CONTROL

Modelling and control of greenhouse system using neural networks

(2016) A Manonmani et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Experimental evaluation of model predictive control with excitation (MPC-X) on an industrial depropanizer

(2015) Christian A. Larsson et al.   JOURNAL OF PROCESS CONTROL

Evaluation of prediction models for the physical parameters in natural gas liquefaction processes

(2015) Zongming Yuan et al.   Journal of Natural Gas Science and Engineering

Optimal design, dynamics and control of a reactive DWC for biodiesel production

(2013) Radu M. Ignat et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Synthesis of PID controller for unstable and integrating processes

(2009) Rames C. Panda   CHEMICAL ENGINEERING SCIENCE