On the public citation graph
Multi-stage nonlinear model predictive control applied to a semi-batch polymerization reactor under uncertainty
0 signed · 393 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/rnc.1758openalex-snapshot
Tube‐based robust nonlinear model predictive control
inferredcites →https://doi.org/10.1007/978-1-4757-6594-6openalex-snapshot
Stochastic Optimization: Algorithms and Applications
inferredcites →https://doi.org/10.1007/978-3-642-04944-6_1openalex-snapshot
Scenario Reduction Techniques in Stochastic Programming
inferredcites →https://doi.org/10.1007/978-3-642-30023-3openalex-snapshot
Recent Advances in Algorithmic Differentiation
inferredcites →https://doi.org/10.1007/978-3-642-30023-3_27openalex-snapshot
CasADi: A Symbolic Package for Automatic Differentiation and Optimal Control
inferredcites →https://doi.org/10.1007/bf02614323openalex-snapshot
Decomposition methods in stochastic programming
inferredcites →https://doi.org/10.1016/0005-1098(89)90002-2openalex-snapshot
Model predictive control: Theory and practice—A survey
inferredcites →https://doi.org/10.1016/0098-1354(93)80019-jopenalex-snapshot
Temperature control of semibatch polymerization reactors
inferredcites →https://doi.org/10.1016/j.automatica.2004.08.019openalex-snapshot
Robust model predictive control of constrained linear systems with bounded disturbances
inferredcites →https://doi.org/10.1016/j.automatica.2005.08.023openalex-snapshot
Optimization over state feedback policies for robust control with constraints
inferredcites →https://doi.org/10.1016/j.automatica.2010.06.048openalex-snapshot
A unified framework for the numerical solution of optimal control problems using pseudospectral methods
inferredcites →https://doi.org/10.1016/j.compchemeng.2010.01.013openalex-snapshot
Medium-term planning of a multiproduct batch plant under evolving multi-period multi-uncertainty by means of a moving horizon strategy
inferredcites →https://doi.org/10.1016/j.jprocont.2006.01.001openalex-snapshot
Feedforward control with online parameter estimation applied to the Chylla–Haase reactor benchmark
inferredcites →https://doi.org/10.1016/j.jprocont.2006.10.011openalex-snapshot
Feedback control for optimal process operation
inferredcites →https://doi.org/10.1016/j.jprocont.2007.12.002openalex-snapshot
Adaptive exact linearization control of batch polymerization reactors using a Sigma-Point Kalman Filter
inferredcites →https://doi.org/10.1016/j.jprocont.2012.01.008openalex-snapshot
Efficient direct multiple shooting for nonlinear model predictive control on long horizons
inferredcites →https://doi.org/10.1016/j.sysconle.2012.11.004openalex-snapshot
Tube MPC scheme based on robust control invariant set with application to Lipschitz nonlinear systems
inferredcites →https://doi.org/10.1016/s0927-0507(03)10006-0openalex-snapshot
Monte Carlo Sampling Methods
inferredcites →https://doi.org/10.1016/s1474-6670(17)61205-9openalex-snapshot
A Multiple Shooting Algorithm for Direct Solution of Optimal Control Problems *
inferredcites →https://doi.org/10.1016/s1570-7946(09)70234-2openalex-snapshot
Online Optimizing Control: The Link Between Plant Economics and Process Control
inferredcites →https://doi.org/10.1021/ie302321kopenalex-snapshot
Simple Control Scheme for Batch Time Minimization of Exothermic Semibatch Polymerizations
inferredcites →https://doi.org/10.1023/a:1021853807313openalex-snapshot
A Heuristic for Moment-Matching Scenario Generation
inferredcites →https://doi.org/10.1023/b:opte.0000038890.51798.5aopenalex-snapshot
Aggregated Scheduling of a Multiproduct Batch Plant by Two-Stage Stochastic Integer Programming
inferredcites →https://doi.org/10.1080/10556780903420135openalex-snapshot
Optimal scenario tree reduction for stochastic streamflows in power generation planning problems
inferredcites →https://doi.org/10.1109/9.704989openalex-snapshot
Min-max feedback model predictive control for constrained linear systems
inferredcites →https://doi.org/10.1109/acc.1987.4172491openalex-snapshot
Robust Model Predictive Control
inferredcites →https://doi.org/10.1109/acc.2006.1656443openalex-snapshot
Feedback min-max model predictive control based on a quadratic cost function
inferredcites →https://doi.org/10.1109/cdc.2005.1582348openalex-snapshot
Stochastic Programming Applied to Model Predictive Control
inferredcites →https://doi.org/10.1109/cdc.2009.5399917openalex-snapshot
Scenario-based model predictive control of stochastic constrained linear systems
inferredcites →https://doi.org/10.1109/cdc.2011.6160389openalex-snapshot
Tube MPC scheme based on robust control invariant set with application to Lipschitz nonlinear systems
inferredcites →https://doi.org/10.1109/tac.2011.2139390openalex-snapshot
An Efficient Method to Estimate the Suboptimality of Affine Controllers
inferredcites →https://doi.org/10.1137/110825054openalex-snapshot
A Distance For Multistage Stochastic Optimization Models
inferredcites →https://doi.org/10.1137/s0036144504446096openalex-snapshot
SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization
inferredcites →https://doi.org/10.1287/ijoc.9.2.111openalex-snapshot
State-of-the-Art-Survey—Stochastic Programming: Computation and Applications
inferredcites →https://doi.org/10.1287/moor.16.1.119openalex-snapshot
Scenarios and Policy Aggregation in Optimization Under Uncertainty
inferredcites →https://doi.org/10.23919/acc.1987.4789462openalex-snapshot
Robust Model Predictive Control
inferredcites →https://doi.org/10.3182/20110828-6-it-1002.01893openalex-snapshot
Robust model predictive control: advantages and disadvantages of tube-based methods
inferredcites →https://doi.org/10.3182/20110828-6-it-1002.03110openalex-snapshot
Fully Parameterized Tube MPC
inferredcites →https://doi.org/10.3182/20120710-4-sg-2026.00035openalex-snapshot
A new Robust NMPC Scheme and its Application to a Semi-batch Reactor Example
inferredcites →https://doi.org/10.3182/20120823-5-nl-3013.00015openalex-snapshot
Multi-stage and Two-stage Robust Nonlinear Model Predictive Control
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4762145openalex-extracted
Sensitivity-Based Scenario Selection for Multi-Stage Mpc Along Principal Components: Applied to Robust Thermal Energy Storage Operation
inferred← citeshttps://doi.org/10.1002/aic.16551openalex-snapshot
Benchmarking stochastic and deterministic MPC: A case study in stationary battery systems
inferred← citeshttps://doi.org/10.1002/aic.17043openalex-snapshot
Multi‐stage economic model predictive control for a gold cyanidation leaching process under uncertainty
inferred← citeshttps://doi.org/10.1002/aic.17537openalex-snapshot
Multistage nonlinear model predictive control for pumping treatment in hydraulic fracturing
inferred← citeshttps://doi.org/10.1002/bit.28236openalex-snapshot
High‐throughput screening of optimal process conditions using model predictive control
inferred← citeshttps://doi.org/10.1002/cite.201700053openalex-snapshot
Integrated Dynamic Optimization and Scheduling of Polymerization Processes with First Principle Models
inferred← citeshttps://doi.org/10.1002/cjce.23200openalex-snapshot
A multi‐scenario nonlinear model predictive control approach for robust product transitions
inferred← citeshttps://doi.org/10.1002/rnc.3912openalex-snapshot
Stochastic model predictive control without terminal constraints
inferred← citeshttps://doi.org/10.1002/rnc.5361openalex-snapshot
Online learning‐based model predictive control with Gaussian process models and stability guarantees
inferred← citeshttps://doi.org/10.1002/rnc.5486openalex-snapshot
Tube‐enhanced multi‐stage model predictive control for flexible robust control of constrained linear systems with additive and parametric uncertainties
inferred← citeshttps://doi.org/10.1002/rnc.5696openalex-snapshot
Probabilistic performance validation of deep learning‐based robust NMPC controllers
inferred← citeshttps://doi.org/10.1002/rnc.6485openalex-snapshot
Scalable tube model predictive control of uncertain linear systems using ellipsoidal sets
inferred← citeshttps://doi.org/10.1002/rnc.6560openalex-snapshot
Learning‐based adaptive‐scenario‐tree model predictive control with improved probabilistic safety using robust Bayesian neural networks
inferred← citeshttps://doi.org/10.1002/rnc.70471openalex-snapshot
Periodic Scenario Trees: A Novel Framework for Robust Periodic Invariance and Stabilization of Constrained Uncertain Linear Systems
inferred← citeshttps://doi.org/10.1007/978-1-4471-5058-9_241openalex-snapshot
Control Hierarchy of Large Processing Plants: An Overview
inferred← citeshttps://doi.org/10.1007/978-1-4471-5058-9_244openalex-snapshot
Model-Based Performance Optimizing Control
inferred← citeshttps://doi.org/10.1007/978-1-4471-5102-9_241-1openalex-snapshot
Overview: Control Hierarchy of Large Processing Plants
inferred← citeshttps://doi.org/10.1007/978-1-4471-5102-9_241-2openalex-snapshot
Control Hierarchy of Large Processing Plants: An Overview
inferred← citeshttps://doi.org/10.1007/978-1-4471-5102-9_244-1openalex-snapshot
Model-Based Performance Optimizing Control
inferred← citeshttps://doi.org/10.1007/978-1-4471-5102-9_244-2openalex-snapshot
Model-Based Performance Optimizing Control
inferred← citeshttps://doi.org/10.1007/978-3-030-44184-5_241openalex-snapshot
Control Hierarchy of Large Processing Plants: An Overview
inferred← citeshttps://doi.org/10.1007/978-3-030-44184-5_244openalex-snapshot
Model-Based Performance Optimizing Control
inferred← citeshttps://doi.org/10.1007/978-3-030-63281-6_7openalex-snapshot
Model Predictive Control for the Internet of Things
inferred← citeshttps://doi.org/10.1007/978-3-030-63281-6_8openalex-snapshot
Hybrid Gaussian Process Modeling Applied to Economic Stochastic Model Predictive Control of Batch Processes
inferred← citeshttps://doi.org/10.1007/978-3-030-63823-8_88openalex-snapshot
Entropy of LOO Predictable Horizons to Select a Learning Machine and a Representative Prediction of Chaotic Time Series
inferred← citeshttps://doi.org/10.1007/978-3-319-77489-3_18openalex-snapshot
Robust Optimization for MPC
inferred← citeshttps://doi.org/10.1007/978-981-13-5790-9_4openalex-snapshot
Iterative Learning Control of Multi-phase Batch Processes
inferred← citeshttps://doi.org/10.1007/978-981-15-8542-5_38openalex-snapshot
Designing of Fractional Order Controller Using SQP Algorithm for Industrial Scale Polymerization Reactor
inferred← citeshttps://doi.org/10.1007/s00773-023-00928-7openalex-snapshot
Robust multistage nonlinear model predictive control on an autonomous marine surface vehicle
inferred← citeshttps://doi.org/10.1007/s00773-025-01051-5openalex-snapshot
Symbolic computation-based robust multistage NMPC for 3-D trajectory tracking of a ROV
inferred← citeshttps://doi.org/10.1007/s10846-021-01429-8openalex-snapshot
Human-Robot Collaborative Manipulation with the Suppression of Human-caused Disturbance
inferred← citeshttps://doi.org/10.1007/s11814-021-0791-7openalex-snapshot
A perspective on nonlinear model predictive control
inferred← citeshttps://doi.org/10.1007/s40435-020-00731-xopenalex-snapshot
Neuro-adaptive fast terminal sliding mode control of the continuous polymerization reactor in the presence of unknown disturbances
inferred← citeshttps://doi.org/10.1007/s42979-023-02374-zopenalex-snapshot
Resilient Model Predictive Control of Distributed Systems Under Attack Using Local Attack Identification
inferred← citeshttps://doi.org/10.1016/b978-0-12-818634-3.50211-3openalex-snapshot
Efficient robust nonlinear model predictive control via approximate multi-stage programming: A neural networks based approach
inferred← citeshttps://doi.org/10.1016/b978-0-12-823377-1.50182-8openalex-snapshot
NMPC based Temperature Control in Fed-batch Reactor to Avoid Thermal Runaway
inferred← citeshttps://doi.org/10.1016/b978-0-323-85159-6.50271-2openalex-snapshot
Data-driven online scenario selection for multistage NMPC
inferred← citeshttps://doi.org/10.1016/b978-0-323-95879-0.50179-xopenalex-snapshot
Optimal operation of parallel mini-bioreactors in bioprocess development using multi-stage MPC
inferred← citeshttps://doi.org/10.1016/b978-0-443-15274-0.50293-6openalex-snapshot
Multistage Economic NMPC for Gas Pipeline Networks with Uncertainty
inferred← citeshttps://doi.org/10.1016/b978-0-444-63965-3.50294-4openalex-snapshot
Gas Lift Optimization under Uncertainty
inferred← citeshttps://doi.org/10.1016/b978-0-444-64235-6.50183-2openalex-snapshot
Dynamic Real-time Optimization of Batch Membrane Processes using Pontryagin’s Minimum Principle
inferred← citeshttps://doi.org/10.1016/j.applthermaleng.2021.116794openalex-snapshot
Optimal scheduling of flexible thermal power plants with lifetime enhancement under uncertainty
inferred← citeshttps://doi.org/10.1016/j.arcontrol.2016.04.002openalex-snapshot
Predictive control, embedded cyberphysical systems and systems of systems – A perspective
inferred← citeshttps://doi.org/10.1016/j.arcontrol.2021.10.008openalex-snapshot
Advanced model predictive control framework for autonomous intelligent mechatronic systems: A tutorial overview and perspectives
inferred← citeshttps://doi.org/10.1016/j.arcontrol.2023.03.013openalex-snapshot
Model Predictive Control of water resources systems: A review and research agenda
inferred← citeshttps://doi.org/10.1016/j.arcontrol.2025.101027openalex-snapshot
A view on learning robust goal-conditioned value functions: Interplay between RL and MPC
inferred← citeshttps://doi.org/10.1016/j.automatica.2019.108622openalex-snapshot
Heterogeneously parameterized tube model predictive control for LPV systems
inferred← citeshttps://doi.org/10.1016/j.bej.2026.110261openalex-snapshot
Model Predictive Control of dissolved oxygen for pulsed feeding of microbial cultivations
inferred← citeshttps://doi.org/10.1016/j.biortech.2025.133568openalex-snapshot
Multi-stage model predictive control of agricultural anaerobic digestion plant with uncertain substrate characterization
inferred← citeshttps://doi.org/10.1016/j.ces.2025.121429openalex-snapshot
A novel approach to identify optimal and flexible operational spaces for product quality control
inferred← citeshttps://doi.org/10.1016/j.ces.2025.122276openalex-snapshot
Multistage economic MPC for systems with a cyclic steady state: A gas network case study
inferred← citeshttps://doi.org/10.1016/j.ces.2025.122973openalex-snapshot
A Surrogate-Enhanced Framework for flexible and optimal operational space identification under uncertainty
inferred← citeshttps://doi.org/10.1016/j.ces.2026.123680openalex-snapshot
Robust EMPC for the microbial fermentation process with structural model-plant mismatch: A deep Koopman model-error model method
inferred← citeshttps://doi.org/10.1016/j.chemolab.2014.03.021openalex-snapshot
Predictive control optimization based PID control for temperature in an industrial surfactant reactor
inferred← citeshttps://doi.org/10.1016/j.chemolab.2015.05.028openalex-snapshot
Predicting industrial polymer melt index via incorporating chaotic characters into Chou's general PseAAC
inferred← citeshttps://doi.org/10.1016/j.cherd.2021.10.042openalex-snapshot
Architectures for neural networks as surrogates for dynamic systems in chemical engineering
inferred← citeshttps://doi.org/10.1016/j.cherd.2022.04.031openalex-snapshot
Mechanism-embedded neural network modeling and operation optimization of a distillation unit with varying production performance
inferred← citeshttps://doi.org/10.1016/j.cherd.2023.08.008openalex-snapshot
Operational control for the evolution of enthalpy in an SBR carrying out nitration of 4-chlorobenzotrifluoride and the thermal runway
inferred← citeshttps://doi.org/10.1016/j.cherd.2023.12.025openalex-snapshot
Robust coordinated optimization of the thickening-dewatering process under uncertain feeding conditions
inferred← citeshttps://doi.org/10.1016/j.cjche.2016.05.030openalex-snapshot
A soft sensor for industrial melt index prediction based on evolutionary extreme learning machine
inferred← citeshttps://doi.org/10.1016/j.coche.2023.100898openalex-snapshot
Flexible process operation for electrified chemical plants
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2014.02.004openalex-snapshot
A comparison between two methods of stochastic optimization for a dynamic hydrogen consuming plant
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2015.04.024openalex-snapshot
Improving scenario decomposition algorithms for robust nonlinear model predictive control
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2015.12.006openalex-snapshot
Real-time optimization for a laboratory-scale flotation column
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2016.08.002openalex-snapshot
Optimization of grade transitions in polyethylene solution polymerization process under uncertainty
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2017.08.010openalex-snapshot
NMPC using Pontryagin’s Minimum Principle-Application to a two-phase semi-batch hydroformylation reactor under uncertainty
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2017.10.016openalex-snapshot
Advanced optimization strategies for integrated dynamic process operations
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2018.03.013openalex-snapshot
Challenges in process optimization for new feedstocks and energy sources
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2018.07.003openalex-snapshot
Economics optimizing control of a multi-product reactive distillation process under model uncertainty
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2019.04.021openalex-snapshot
Output feedback stochastic nonlinear model predictive control for batch processes
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2019.06.027openalex-snapshot
Dynamic real-time optimization of batch processes using Pontryagin’s minimum principle and set-membership adaptation
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2019.106574openalex-snapshot
Robust thermal stability for batch process intensification with model predictive control
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2020.106844openalex-snapshot
Stochastic data-driven model predictive control using gaussian processes
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2020.106918openalex-snapshot
Robust estimation and economic predictive control for dynamic metabolic flux systems under probabilistic uncertainty
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2020.106998openalex-snapshot
NMPC-based control scheme for a semi-batch reactor under parameter uncertainty
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2020.107133openalex-snapshot
Reinforcement learning based optimal control of batch processes using Monte-Carlo deep deterministic policy gradient with phase segmentation
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2020.107174openalex-snapshot
Fast approximate learning-based multistage nonlinear model predictive control using Gaussian processes and deep neural networks
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2021.107266openalex-snapshot
Approximate moving horizon estimation and robust nonlinear model predictive control via deep learning
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2021.107269openalex-snapshot
Sensitivity-Assisted multistage nonlinear model predictive control: Robustness, stability and computational efficiency
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2021.107278openalex-snapshot
A roadmap for in silico development and evaluation of industrial NMPC applications: A practical case study
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2021.107283openalex-snapshot
Robust model predictive control with embedded multi-scenario closed-loop prediction
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2021.107458openalex-snapshot
A perturbed Port-Hamiltonian approach for the stabilization of homogeneous reaction systems via the control of vessel extents
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2021.107499openalex-snapshot
Robust multi-stage model-based design of optimal experiments for nonlinear estimation
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2021.107528openalex-snapshot
Optimal control in chemical engineering: Past, present and future
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2022.107735openalex-snapshot
Robust nonlinear model predictive control of cascade of fermenters with recycle for efficient bioethanol production
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2022.107743openalex-snapshot
Special issue in honor of Sebastian Engell
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2022.107833openalex-snapshot
Iterative EKF as a controller in novel MPC formulation: First principles model based IEKF-MPC for SISO systems
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2023.108164openalex-snapshot
Practical data-driven modeling and robust predictive control of mammalian cell fed-batch process
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2023.108409openalex-snapshot
Implementation of simplified sequential stochastic model predictive control for operation of hydropower system under uncertainty
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2024.108592openalex-snapshot
Multivariable robust tube-based nonlinear model predictive control of mammalian cell cultures
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2024.108790openalex-snapshot
Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2024.108992openalex-snapshot
Sensitivity-based scenario selection for multi-stage MPC along principal components
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2025.109178openalex-snapshot
Digital twins in chemical engineering: An integrated framework for identification, implementation, online learning, and uncertainty assessment
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2025.109257openalex-snapshot
One-step convex model predictive control using convex cost-to-go surrogates
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2025.109456openalex-snapshot
Multi-stage model predictive control for slug flow crystallizers using uncertainty-aware surrogate models
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2025.109521openalex-snapshot
Safe reinforcement learning via adaptive robust model predictive shielding
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2026.109849openalex-snapshot
Towards uncertainty-aware model predictive control of continuous microwave-assisted zeolite crystallization
inferred← citeshttps://doi.org/10.1016/j.conengprac.2016.12.009openalex-snapshot
Rapid development of modular and sustainable nonlinear model predictive control solutions
inferred← citeshttps://doi.org/10.1016/j.conengprac.2020.104319openalex-snapshot
Hybrid nonlinear model predictive control of a cooling water network
inferred← citeshttps://doi.org/10.1016/j.conengprac.2023.105676openalex-snapshot
do-mpc: Towards FAIR nonlinear and robust model predictive control
inferred← citeshttps://doi.org/10.1016/j.conengprac.2023.105769openalex-snapshot
Scenario-based model predictive control with probabilistic human predictions for human–robot coexistence
inferred← citeshttps://doi.org/10.1016/j.conengprac.2024.106005openalex-snapshot
Uncertainty-aware output feedback model predictive combustion control of RCCI engines
inferred← citeshttps://doi.org/10.1016/j.conengprac.2026.107013openalex-snapshot
Offset-free Lyapunov-based stabilising robust nonlinear control using data-driven model: A nonlinear multi-model computationally efficient approach
inferred← citeshttps://doi.org/10.1016/j.dche.2022.100041openalex-snapshot
GP-based MPC with updating tube for safety control of unknown system
inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.08.154openalex-snapshot
Economic Multi-stage Output Feedback NMPC using the Unscented Kalman Filter
inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.08.156openalex-snapshot
Scenario-based Model Predictive Control: Recursive Feasibility and Stability
inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.09.101openalex-snapshot
Potential and Limitations of Multi-stage Nonlinear Model Predictive Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.09.478openalex-snapshot
Robust output feedback NMPC with guaranteed constraint satisfaction
inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.11.284openalex-snapshot
Contract-based Predictive Control of Distributed Systems with Plug and Play Capabilities
inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.11.290openalex-snapshot
Adaptive Multi-stage Output Feedback NMPC using the Extended Kalman Filter for time varying uncertainties applied to a CSTR
inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.11.314openalex-snapshot
Scenario Based Implicit Dual Model Predictive Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2015.11.334openalex-snapshot
Stochastic Nonlinear Model Predictive Control of an Uncertain Batch Polymerization Reactor**This research was supported by the Netherlands Organization for Scientific Research (NWO) under the grant number 408-13-030.
inferred← citeshttps://doi.org/10.1016/j.ifacol.2016.07.213openalex-snapshot
A robust NMPC scheme for semi-batch polymerization reactors
inferred← citeshttps://doi.org/10.1016/j.ifacol.2016.07.220openalex-snapshot
NCO-Tracking with Changing Set of Active Constraints using Multiple Solution Models
inferred← citeshttps://doi.org/10.1016/j.ifacol.2016.07.286openalex-snapshot
A Set-Based Optimal Control Approach for Pharmacokinetic/Pharmacodynamic Drug Dosage Design
inferred← citeshttps://doi.org/10.1016/j.ifacol.2016.07.304openalex-snapshot
Robust control of a supermarket refrigeration system using multi-stage NMPC
inferred← citeshttps://doi.org/10.1016/j.ifacol.2016.12.126openalex-snapshot
Control of the production of Saccharomyces cerevisiae on the basis of a reduced metabolic model * *This research is funded by the German Ministry of Research an Technology (BMBF) in the context of the YeastSent project (031A301A): “Volatile metabolites as proxy for metabolic network operation of…
inferred← citeshttps://doi.org/10.1016/j.ifacol.2017.08.1094openalex-snapshot
Scenario-based approaches for handling uncertainty in MPC for power system frequency control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2017.08.2118openalex-snapshot
An Improved Output Feedback MPC scheme for Constrained Linear Systems
inferred← citeshttps://doi.org/10.1016/j.ifacol.2017.08.2230openalex-snapshot
Adaptive nonlinear predictive control and estimation of microaerobic processes
inferred← citeshttps://doi.org/10.1016/j.ifacol.2017.08.2365openalex-snapshot
Framework for Combined Diagnostics, Prognostics and Optimal Operation of a Subsea Gas Compression System
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.06.346openalex-snapshot
Oil production optimization of several wells subject to choke degradation ⁎ ⁎We acknowledge financial support by SUBPRO center for research based innovation, www.ntnu.edu/subpro, and DNV-GL
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.09.051openalex-snapshot
Handling Structural Plant-model Mismatch using a Model-error Model in the Multi-stage NMPC framework
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.09.269openalex-snapshot
Dual robust control of batch processes based on optimality-conditions parameterization
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.09.325openalex-snapshot
A Distributed Algorithm for Scenario-based Model Predictive Control using Primal Decomposition
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.09.360openalex-snapshot
An Efficient Model Based Control Algorithm for the Determination of an Optimal Control Policy for a Constrained Stochastic Linear System
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.09.375openalex-snapshot
A Synergistic Approach to Robust Output Feedback Control: Tube-based Multi-stage NMPC
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.10.167openalex-snapshot
Large-scale Optimization Formulations and Strategies for Nonlinear Model Predictive Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.10.177openalex-snapshot
Robust Dual Multi-stage NMPC using Guaranteed Parameter Estimation
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.11.003openalex-snapshot
Advanced-step Multistage Nonlinear Model Predictive Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.11.036openalex-snapshot
Nonlinear Model Predictive Control with Explicit Backoffs for Stochastic Systems under Arbitrary Uncertainty
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.11.038openalex-snapshot
A deep learning-based approach to robust nonlinear model predictive control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.11.042openalex-snapshot
Improved Robust Predictive Control for Lur’e Systems Using Set-based Learning
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.11.043openalex-snapshot
A Combined Multi-stage and Tube-based MPC Scheme for Constrained Linear Systems
inferred← citeshttps://doi.org/10.1016/j.ifacol.2018.11.046openalex-snapshot
Data-driven Scenario Selection for Multistage Robust Model Predictive Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2019.06.105openalex-snapshot
Data-driven Online Adaptation of the Scenario-tree in Multistage Model Predictive Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2019.06.127openalex-snapshot
Robust NMPC using a model-error model with additive bounds to handle structural plant-model mismatch
inferred← citeshttps://doi.org/10.1016/j.ifacol.2019.06.139openalex-snapshot
Economic stochastic nonlinear model predictive control of a semi-batch polymerization reaction
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.06.065openalex-snapshot
Multi-stage NMPC using sigma point principles
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.1204openalex-snapshot
Application of Model-based Online Monitoring and Robust Optimizing Control to Fed-Batch Bioprocesses
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.1688openalex-snapshot
Hierarchical Attack Identification for Distributed Robust Nonlinear Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.2421openalex-snapshot
Multi-stage Event-triggered Model Predictive Control for Automated Trajectory Drilling
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.355openalex-snapshot
Dual multi-stage NMPC using sigma point principles
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.513openalex-snapshot
Repetitive Set-based Learning Robust Predictive Control for Lur’e Systems
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.551openalex-snapshot
Sensitivity-assisted Robust Nonlinear Model Predictive Control with Scenario Generation
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.553openalex-snapshot
An efficient model-error model update strategy for multi-stage NMPC with model-error model
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.579openalex-snapshot
Nonlinear Model Predictive Control of the Hydraulic Fracturing Process
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.634openalex-snapshot
A Simplified Implementation of Tube-Enhanced Multi-Stage NMPC
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.652openalex-snapshot
Anticipating Meals with Behavioral Profiles in an Artificial Pancreas System - An Informed Multistage Model Predictive Control Approach
inferred← citeshttps://doi.org/10.1016/j.ifacol.2020.12.793openalex-snapshot
Economic nonlinear predictive control of water distribution networks based on surrogate modeling and automatic clustering
inferred← citeshttps://doi.org/10.1016/j.ifacol.2021.08.323openalex-snapshot
Multi-step Greedy Reinforcement Learning Based on Model Predictive Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2021.08.526openalex-snapshot
Does the effort of Monte Carlo pay off? A case study on stochastic MPC
inferred← citeshttps://doi.org/10.1016/j.ifacol.2022.07.415openalex-snapshot
Robust design of optimal experiments considering consecutive re-designs
inferred← citeshttps://doi.org/10.1016/j.ifacol.2022.07.437openalex-snapshot
Stochastic MPC For Optimal Operation of Hydropower Station Under Uncertainty
inferred← citeshttps://doi.org/10.1016/j.ifacol.2022.07.489openalex-snapshot
On the Practical Design of Tube-enhanced Multi-stage Nonlinear Model Predictive Control
inferred← citeshttps://doi.org/10.1016/j.ifacol.2023.10.545openalex-snapshot
Sobolev Training for Data-efficient Approximate Nonlinear MPC
inferred← citeshttps://doi.org/10.1016/j.ifacol.2024.08.382openalex-snapshot
Robust nonlinear model predictive control of continuous crystallization using Bayesian last layer surrogate models
inferred← citeshttps://doi.org/10.1016/j.ifacol.2024.09.056openalex-snapshot
Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming
inferred← citeshttps://doi.org/10.1016/j.ifacol.2025.07.112openalex-snapshot
Privacy-preserving federated learning for robust approximate MPC
inferred← citeshttps://doi.org/10.1016/j.ifacol.2025.07.115openalex-snapshot
Automatic design of robust model predictive control of a bioreactor via Bayesian optimization
inferred← citeshttps://doi.org/10.1016/j.isatra.2017.04.006openalex-snapshot
Improved design of constrained model predictive tracking control for batch processes against unknown uncertainties
inferred← citeshttps://doi.org/10.1016/j.jprocont.2013.09.028openalex-snapshot
Realization of online optimizing control in an industrial semi-batch polymerization
inferred← citeshttps://doi.org/10.1016/j.jprocont.2014.05.008openalex-snapshot
Handling uncertainty in economic nonlinear model predictive control: A comparative case study
inferred← citeshttps://doi.org/10.1016/j.jprocont.2014.12.006openalex-snapshot
State estimation and predictive control of fed-batch cultures of hybridoma cells
inferred← citeshttps://doi.org/10.1016/j.jprocont.2017.01.005openalex-snapshot
Globally optimal nonlinear model predictive control based on multi-parametric disaggregation
inferred← citeshttps://doi.org/10.1016/j.jprocont.2018.02.012openalex-snapshot
Computationally efficient NMPC for batch and semi-batch processes using parsimonious input parameterization
inferred← citeshttps://doi.org/10.1016/j.jprocont.2018.07.004openalex-snapshot
Robust feasible control based on multi-stage eNMPC considering worst-case scenarios
inferred← citeshttps://doi.org/10.1016/j.jprocont.2018.07.014openalex-snapshot
Robustly stable adaptive horizon nonlinear model predictive control
inferred← citeshttps://doi.org/10.1016/j.jprocont.2018.10.003openalex-snapshot
Dual robust nonlinear model predictive control: A multi-stage approach
inferred← citeshttps://doi.org/10.1016/j.jprocont.2019.02.003openalex-snapshot
A Primal decomposition algorithm for distributed multistage scenario model predictive control
inferred← citeshttps://doi.org/10.1016/j.jprocont.2019.05.007openalex-snapshot
Multistage NMPC with on-line generated scenario trees: Application to a semi-batch polymerization process
inferred← citeshttps://doi.org/10.1016/j.jprocont.2019.06.005openalex-snapshot
Robust distributed model predictive control for systems of parallel structure within process networks
inferred← citeshttps://doi.org/10.1016/j.jprocont.2019.09.002openalex-snapshot
Explicit model predictive controller under uncertainty: An adjustable robust optimization approach
inferred← citeshttps://doi.org/10.1016/j.jprocont.2019.10.005openalex-snapshot
Advanced-step multistage nonlinear model predictive control: Robustness and stability
inferred← citeshttps://doi.org/10.1016/j.jprocont.2019.10.006openalex-snapshot
Advanced-step multistage nonlinear model predictive control: Robustness and stability
inferred← citeshttps://doi.org/10.1016/j.jprocont.2020.02.001openalex-snapshot
Optimal polymer grade transitions for fluidized bed reactors
inferred← citeshttps://doi.org/10.1016/j.jprocont.2020.06.012openalex-snapshot
Accelerating nonlinear model predictive control through machine learning
inferred← citeshttps://doi.org/10.1016/j.jprocont.2020.09.003openalex-snapshot
Robust switched predictive control for multi-phase batch processes with uncertainties and unknown disturbances
inferred← citeshttps://doi.org/10.1016/j.jprocont.2020.12.005openalex-snapshot
Robust online scheduling for optimal short-term operation of cascaded hydropower systems under uncertainty
inferred← citeshttps://doi.org/10.1016/j.jprocont.2021.02.006openalex-snapshot
Robust model predictive control via multi-scenario reference trajectory optimization with closed-loop prediction
inferred← citeshttps://doi.org/10.1016/j.jprocont.2022.08.012openalex-snapshot
Multi-stage scenario-based MPC for short term oil production optimization under the presence of uncertainty
inferred← citeshttps://doi.org/10.1016/j.jprocont.2023.04.003openalex-snapshot
Robust closed-loop dynamic real-time optimization
inferred← citeshttps://doi.org/10.1016/j.jprocont.2023.102996openalex-snapshot
A robust model predictive control with constraint modification for gas lift allocation optimization
inferred← citeshttps://doi.org/10.1016/j.jprocont.2023.103002openalex-snapshot
Stability properties of the adaptive horizon multi-stage MPC
inferred← citeshttps://doi.org/10.1016/j.jprocont.2023.103088openalex-snapshot
Smart batch process: The evolution from 1D and 2D to new 3D perspectives in the era of Big Data
inferred← citeshttps://doi.org/10.1016/j.jprocont.2023.103144openalex-snapshot
Closed-loop optimisation of neural networks for the design of feedback policies under uncertainty
inferred← citeshttps://doi.org/10.1016/j.jprocont.2024.103270openalex-snapshot
A simple and fast robust nonlinear model predictive control heuristic using n -steps-ahead uncertainty predictions for back-off calculations
inferred← citeshttps://doi.org/10.1016/j.jprocont.2025.103570openalex-snapshot
Fast decentralized multi-stage model predictive control using sensitivity-based path-following and a nonsmooth Newton method
inferred← citeshttps://doi.org/10.1016/j.jprocont.2025.103595openalex-snapshot
Multi-stage Economic Nonlinear Model Predictive Control of bioreactors using dynamic flux balance analysis models
inferred← citeshttps://doi.org/10.1016/j.jprocont.2026.103636openalex-snapshot
Enabling robust mixed-integer nonlinear model predictive control via self-supervised learning and combinatorial integral approximation
inferred← citeshttps://doi.org/10.1016/j.jprocont.2026.103738openalex-snapshot
Real-time nonlinear model predictive control framework for event-triggered switching in industrial batch polymerization process
inferred← citeshttps://doi.org/10.1016/j.jprocont.2026.103772openalex-snapshot
Federated learning for approximate robust MPC under privacy preservation
inferred← citeshttps://doi.org/10.1016/j.jprocont.2026.103835openalex-snapshot
Learning reachable sets for efficient and approximate zonotopic robust nonlinear model predictive control
inferred← citeshttps://doi.org/10.1016/j.jprocont.2026.103846openalex-snapshot
Multistage NMPC with model-error model
inferred← citeshttps://doi.org/10.1016/j.neucom.2026.134300openalex-snapshot
Safety-aware dynamic sparse training for reinforcement learning of batch processes
inferred← citeshttps://doi.org/10.1016/j.procir.2023.06.152openalex-snapshot
Cyber-Physical Optimization of Production Processes Using Two AIs: A Robot-Guided MAG Welding Use-Case
inferred← citeshttps://doi.org/10.1016/j.segan.2026.102503openalex-snapshot
Accounting for optimal control in the sizing of isolated hybrid renewable energy systems using imitation learning
inferred← citeshttps://doi.org/10.1016/j.sysconle.2020.104743openalex-snapshot
Stability properties of multi-stage nonlinear model predictive control
inferred← citeshttps://doi.org/10.1016/j.trc.2026.105903openalex-snapshot
Combined stochastic and robust optimization for electric autonomous mobility-on-demand with nested Benders decomposition
showing the first 200 of 353 · page through all 353
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.