yusuke1997/dblp-id-title huggingface dataset:
Integrating machine learning techniques into optimal maintenance scheduling
Process control of a laboratory combustor using artificial neural networks
Optimal design of superstructures for placing units and streams with multiple and ordered available locations. Part I: A new mathematical framework
Computer aided design, analysis and experimental investigation of membrane assisted batch reaction-separation systems
New frontiers, challenges, and opportunities in integration of design and control for enterprise-wide sustainability
Multi-scale equation of state computations for confined fluids
Deep hybrid modeling of chemical process: Application to hydraulic fracturing
Multiobjective optimization of a continuous kraft pulp digester using SPEA2
Sustainable production of fermentation-based novel proteins
MOSAIC a web-based modeling environment for code generation
Integration of set point optimization techniques into nonlinear MPC for improving the operation of WWTPs
Fault isolation based on transfer-function models using an MPC algorithm
A meta-optimized hybrid global and local algorithm for well placement optimization
Hybrid ontology-learning materials engineering system for pharmaceutical products: Multi-label entity recognition and concept detection
Rapid phase stability calculations in fluid flow simulation using simple discriminating functions
Rapid and accurate reachability analysis for nonlinear dynamic systems by exploiting model redundancy
Game-theoretic approach to cybersecurity risk assessment and protective strategy optimization in process industry production systems
A new unsupervised data mining method based on the stacked autoencoder for chemical process fault diagnosis
Modeling of bioprocesses via MINLP-based symbolic regression of S-system formalisms
Optimizing the Design of New and Existing Supply Chains at Dow AgroSciences
A robust optimization of injection molding runner balancing
Input variable scaling for statistical modeling
Sustainable process synthesis-intensification
Modeling pore processes for particle-resolved CFD simulations of catalytic fixed-bed reactors
A steady-state analysis method for optimal operation of dividing-wall column
Model-to-model: Comparison of mathematical process models of lipase catalysed biodiesel production in a microreactor
Heat transfer in lid driven channels with power law fluids in a hydrodynamic fully developed flow field
Modeling and solution for steelmaking scheduling with batching decisions and energy constraints
Optimal scheduling of single stage batch plants with direct heat integration
A procedure for the design and evaluation of decentralised and model-based predictive multivariable controllers for a pellet cooling process
Comparing optimization schemes for solving case studies with multiple heat exchangers using high-order pinch point temperature difference methods
Involving behavior of population in the strategic planning of integrated energy systems
Solution of the convection-dispersion-reaction equation by a sequencing method
Nonlinear control of input-constrained systems
Dynamic neural networks partial least squares (DNNPLS) identification of multivariable processes
Modular simulation model for falling film evaporators with novel approach to manage dominant time-varying transport delays
Discrete element modeling of the transient heat transfer and toner fusing process in the Xerographic printing of coated papers
Optimal economic planning for the development of waste management system by a superstructural model
Retrospective comparison of several typical linear dynamic latent variable models for industrial process monitoring
A qualitative comparison between population balances and stochastic models for non-isothermal antisolvent crystallization processes
Solving the pooling problem at scale with extensible solver GALINI
A multi-period optimization model for optimal planning of China's power sector with consideration of carbon mitigation - The optimal pathway under uncertain parametric conditions
Risk-averse supply chain management via robust reinforcement learning
Conceptual design and optimization of chemical processes under uncertainty by two-stage programming
Computation of frequency locking regions for a discontinuous periodically forced reactor
Computation of scales and quality of mixing in a T-shaped microreactor
Molecular geometry effects and the Gibbs-Helmholtz Constrained equation of state
Plantwide control system design of the benchmark vinyl acetate monomer production plant
A stochastic programming approach to planning of offshore gas field developments under uncertainty in reserves
A hybrid statistical and machine learning based forecasting framework for the energy sector
Dynamic modelling of aqueous electrolyte systems
Data flow modeling, data mining and QSAR in high-throughput discovery of functional nanomaterials
Combined model approximation techniques and multiparametric programming for explicit nonlinear model predictive control
Fault-tolerant control of fluid dynamic systems via coordinated feedback and switching
MILP model for a packed bed sensible thermal energy storage
Targeting fidelity of pharmaceutical systems models by optimization of precision on parameter estimates
Optimization of extended business processes in digital supply chains using mathematical programming
Inventory control of particulate processes
A direct transcription-based multiple shooting formulation for dynamic optimization
Multirate moving horizon estimation combined with parameter subset selection
Dissolved oxygen control of the activated sludge wastewater treatment process using model predictive control
Concentrated high intensity electric field (CHIEF) system for non-thermal pasteurization of liquid foods: Modeling and simulation of fluid mechanics, electric analysis, and heat transfer
New trends in building numerical programs
Energetic, economic and environmental (3E) optimization of hydrogen production process from coal-biomass co-gasification based on a novel method of Ordering Preference Targeting at Bi-Ideal Average Solutions (OPTBIAS)
Sequential methodology for integrated optimization of energy and water use during batch process scheduling
Steady-state behaviour of PFR-separation-recycle systems with simultaneous exothermic and endothermic, first-order reactions
Open-loop control of directed self-assembly of colloidal particles in a microfluidic device
A hyperspectral imaging sensor for on-line quality control of extruded polymer composite products
Simulation of a flexible multi-vessel extraction plant with counter-current contacting between a solid substrate and supercritical CO 2
Identification in dynamic networks
Novel classification of multistage flash desalination via finite and infinite flashing: Investigating thermofluid dynamics under varying inlet flow rates employing validated multiphase CFD simulations
Petroleum supply chain dynamic risk assessment using Bayesian network
Reprint of: Optimal scheduling of interconnected power systems
MILP reformulations for the design of biotechnological multi-product batch plants using continuous equipment sizes and discrete host selection
A new algorithm to find all alternate optimal flux distributions of a metabolic network
Multivariate probabilistic safety analysis of process facilities using the Copula Bayesian Network model
Production-ratio oriented optimization for multi-recipe material handling via simultaneous hoist scheduling and production line arrangement
GPdoemd: A Python package for design of experiments for model discrimination
Rational design of heating elements using CFD: Application to a bench-scale adiabatic reactor
Macroscopic water networks optimization considering unsatisfied demand and deep wells dynamic level
Improving the sensitivity of safety and health index assessment in optimal molecular design framework
A dynamic model for process flowsheet simulation of semi-batch precipitation of sparingly soluble salts
On-line tuning of a neural PID controller based on plant hybrid modeling
Real-time optimization for a laboratory-scale flotation column
Adjoint optimization for the general rate model of liquid chromatography
Studies on feedback control of cardiac alternans
Economic and environmental optimisation of mixed plastic waste supply chains in Northern Italy comparing incineration and pyrolysis technologies
Fast Offshore Wells Model (FOWM): A practical dynamic model for multiphase oil production systems in deepwater and ultra-deepwater scenarios
Strategies for the robust simulation of thermally coupled distillation sequences
Detection of outlier and a robust BP algorithm against outlier
A reinforcement learning based Lagrangian relaxation algorithm for multi-energy allocation problem in steel enterprise
Benchmarking ADMM in nonconvex NLPs
A two-phase sequential approach to design bioenergy supply chains under uncertainty and social concerns
Optimal start-up strategies of a combined cooling and antisolvent multistage continuous crystallization process
Optimal design and retrofit of batch plants with a periodic mode of operation
Plantwide control of an oil production network
A two-step supervisory fault diagnosis framework
Cost allocation evaluation of a multi-plant flexible heat exchanger network design based on fuzzy game
Simulation and health monitoring of a pressure regulating station
Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming
Health-aware optimal charging of lithium-ion batteries using deep-neural networks-based explicit constrained model predictive control
Integrated product and process design for cascade refrigeration
An investigation of packed columns using a digital packing algorithm
Integrated real-time production scheduling of a multiple cryogenic air separation unit and compressor plant
Reinforcement learning based optimization algorithm for maintenance tasks scheduling in coalbed methane gas field
Scheduling of loading and unloading of crude oil in a refinery using event-based discrete time formulation
Comparison of extractive distillation and pressure-swing distillation for acetone/chloroform separation
Simultaneous optimal design of multi-stage organic Rankine cycles and working fluid mixtures for low-temperature heat sources
Efficient short-term scheduling of refinery operations based on a continuous time formulation
Long-term planning and coupling optimization of multi-regional natural gas and hydrogen supply systems: A case study of China
The effect of process nonlinearity on linear controller performance in discrete-time systems
Stochastic modeling of fuel procurement for electricity generation with contractual terms and logistics constraints
Heat integration of intermittently available continuous streams in multipurpose batch plants
Approximate ODE models for population balance systems
Rigorous design of reaction-separation processes using disjunctive programming models
Scenario tree reduction for optimisation under uncertainty using sensitivity analysis
Machine learning-based optimization of a multi-step ion exchange chromatography for ternary protein separation
Process industry supply chains: Advances and challenges
A maximum-likelihood method for estimating parameters, stochastic disturbance intensities and measurement noise variances in nonlinear dynamic models with process disturbances
Taking the human out of decomposition-based optimization via artificial intelligence, Part I: Learning when to decompose
Corrigendum to "Chaos-genetic algorithms for optimizing the operation conditions based on RBF-PLS model" [Comput. Chem. Eng. 27(2003) 1393-1404]
Model-based design of experiments for efficient and accurate isotherm model identification in High Performance Liquid Chromatography
A branch-and-price approach to evaluate the role of cross-docking operations in consolidated supply chains
Disjunctive optimization model and algorithm for long-term capacity expansion planning of reliable power generation systems
A robust clustering method for detection of abnormal situations in a process with multiple steady-state operation modes
Computational implementation of non-linear convex hull reformulation
A multi-scale approach for the discovery of zeolites for hydrogen sulfide removal
Computational uncertainty quantification for a clarifier-thickener model with several random perturbations: A hybrid stochastic Galerkin approach
On-line estimation of VFA concentration in anaerobic digestion via methane outflow rate measurements
The quest for digital health: From diseases to patients
A Smart Contract-based agent marketplace for the J-Park Simulator - a knowledge graph for the process industry
Numerical analysis of water distribution in the various layers of proton exchange membrane fuel cells
Uncertainty-aware joint inventory-transportation decisions in supply chain: A diffusion model-based multi-agent reinforcement learning approach with lead times estimation
Adaptive generalized generic model control and stability analysis
Hybrid model generation for superstructure optimization with Generalized Disjunctive Programming
Dynamic simulation and operational optimization of dividing wall batch distillation columns based on rigorous models
Complexity in semiconductor manufacturing, activity of antimicrobial agents, and drilling of hydrocarbon wells: Common themes and case studies
Multi-scale fluid dynamics simulation based on MP-PIC-PBE method for PMMA suspension polymerization
Optimising bioreactor processes with in-situ product removal using mathematical programming: A case study for propionate production
Closed-loop integration of planning, scheduling and multi-parametric nonlinear control
A coupled metabolic flux/compartmental hydrodynamic model for large-scale aerated bioreactors
Environmental impact and occupational hazard evaluation on intensified processes to produce diphenyl carbonate
Petroleum production optimization - A static or dynamic problem?
Efficient decomposition strategy for scheduling of multistage production system and combined heat and power
Application of optimal RBF neural networks for optimization and characterization of porous materials
Enhancing heteroazeotropic distillation thermodynamic flexibility boundaries by means of condenser overcooling
Optimal operation of dynamic (energy) systems: When are quasi-steady models adequate?
Special issue in honor of Sebastian Engell
Design of a fluidized temperature swing adsorption process for biomass-derived flue gas carbon capture
PAMSO: Parametric Autotuning Multi-time Scale Optimization Algorithm
Design of tubular reactors in recycle systems
Determination of minimal target indices for cyanobacteria-based biorefineries and optimal design of the metabolic network
A superstructure-based framework for simultaneous process synthesis, heat integration, and utility plant design
Robust design of ambient-air vaporizer based on time-series clustering
Graph neural networks for CO2 solubility predictions in Deep Eutectic Solvents
Parallel neural networks for improved nonlinear principal component analysis
Stochastic MINLP optimization using simplicial approximation
Robust optimization and stochastic programming approaches for medium-term production scheduling of a large-scale steelmaking continuous casting process under demand uncertainty
Steam system network synthesis with hot liquid reuse: I. The mathematical model for steam level selection
A new adaptation of mapping method to study mixing of multiphase flows in mixers with complex geometries
Extending the ability of cyclic carbonates for extracting BTEX to challenging low aromatic content naphtha: the designer solvent role at process scale
Towards improved and multi-scale liquefied natural gas supply chains: Thermodynamic analysis
Air catalytic biomass (PKS) gasification in a fixed-bed downdraft gasifier using waste bottom ash as catalyst with NARX neural network modelling
Polymorphic optimization
The dual-quadrature method of generalized moments using automatic integration packages
Optimal synthesis of thermally coupled distillation sequences using a novel MILP approach
Optimal scenario reduction framework based on distance of uncertainty distribution and output performance: II. Sequential reduction
Open loop testing for optimizing the closed loop operation of chemical systems
Combined model predictive control and scheduling with dominant time constant compensation
A multi-parametric programming approach for combined flexibility, availability, and resilience in process design
Dynamic mode decomposition accelerated forecast and optimization of geological CO2 storage in deep saline aquifers
Advances in clean and low-carbon power generation planning
A stochastic programming approach for clinical trial planning in new drug development
A graph partitioning algorithm for leak detection in water distribution networks
Modeling and simulated design: A novel model and software of a solar-biomass hybrid dryer
IMC based automatic tuning method for PID controllers in a Smith predictor configuration
Nonlinear model predictive control of an industrial polymerization process
A novel select-best and prepotency evolution algorithm and its application to develop industrial oxidation reaction macrokinetic model
Multivariable robust tube-based nonlinear model predictive control of mammalian cell cultures
Erratum to "GMC-fuzzy control of pH during enzymatic hydrolysis of cheese whey proteins": [Computers and Chemical Engineering 28 (2004) 1661-1672]
Universal modelling and qualitative analysis of an impulsive bioprocess
Balancing costs, safety and CO2 emissions in the design of hydrogen supply chains
Engineered versus standard evolutionary algorithms: A case study in batch scheduling with recourse
Grade transition dynamic simulation of HIPS polymerization reactors
Human-algorithm collaborative Bayesian optimization for engineering systems
Input parameter tuning of 3D biodiesel engine simulation using parallel surrogate optimization algorithm
An agent composition framework for the J-Park Simulator - A knowledge graph for the process industry
Decision rule-based method for multiparametric linear programming
Sustainable utilization and storage of carbon dioxide: Analysis and design of an innovative supply chain
Utility network optimization in eco-industrial parks by a multi-leader follower game methodology
Water distribution networks optimization considering unknown flow directions and pipe diameters
A systematic framework for assessing the applicability of reactive distillation for quaternary mixtures using a mapping method
A new framework of global sensitivity analysis for the chemical kinetic model using PSO-BPNN
Economic evaluation of bio-based supply chains with CO 2 capture and utilisation
Adaptive mesh refinement of gas-liquid flow on an inclined plane
Perspectives for process systems engineering - Personal views from academia and industry
Evaluating the role of inkjet printing in perovskite solar modules manufacturing using mathematical modeling
Elucidating the multi-targeted anti-amyloid activity and enhanced islet amyloid polypeptide binding of β-wrapins
Interpretation of high-dimensional regression coefficients by comparison with linearized compressing features
Corrigendum to "Mixed-integer nonlinear programming models for optimal design of reliable chemical plants" [Computers & Chemical Engineering 116 (2018) 3-16]
Solution strategies for multistage stochastic programming with endogenous uncertainties
A mixing study in a double-Rushton stirred tank
Optimal facility layout under toxic release in process facilities: A stochastic approach
A state-space model for chemical production scheduling
A roadmap for in silico development and evaluation of industrial NMPC applications: A practical case study
Computer-aided molecular design by aligning generative diffusion models: Perspectives and challenges
Dynamic latent variable regression for inferential sensor modeling and monitoring
Comparison of the performance of different metaheuristic methods for the optimization of shell-and-tube heat exchangers
Pharmaceutical capacity expansion under uncertainty: Framework and models
Optimal schedule generation for single-channel crude transfer using a multi-model approach
Synthesis and design of sustainable integrated process, water treatment, and power generation networks
Scheduling of testing tasks and resource planning in new product development using stochastic programming
Parallelization and performance optimization of a dynamic PDE fixed bed reactor model for practical applications
Response modeling methodology (RMM) - a new approach to model a chemo-response for a monotone convex/concave relationship
Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty
The value-added of dual-stage entrained flow gasification and CO 2 cycling in biomass-to-gasoline/diesel: Design and techno-economic analysis
Comparing predictions of PEM fuel cell behavior using Maxwell-Stefan and CFD approximation equations
A two-level MPC method for the operation of a gas pipeline system under demand variation
Smart Process Analytics for Process Monitoring
Experimental and numerical assessment of the hydraulic behavior of a pilot-scale periodic anaerobic baffled reactor (PABR)
The effect of Sales and Operations Planning (S&OP) on supply chain's total performance: A case study in an Iranian dairy company
Development of a surrogate model of an amine scrubbing digital twin using machine learning methods
Pareto front of ideal Petlyuk sequences using a multiobjective genetic algorithm with constraints
Cause-and-effect analysis in chemical processes utilizing XML, plant connectivity and quantitative process history
Embedded optimization for mixed logical dynamical systems
A strategy for simulation and optimization of gas and oil production
Fuzzy logic control of a brackish water reverse osmosis desalination process
Process graph approach for two-stage decision making: Transportation contracts
Polynomial approximation of inequality path constraints in dynamic optimization
Agent assisted interactive algorithm for computationally demanding multiobjective optimization problems
Real-time leak detection using an infrared camera and Faster R-CNN technique
Adaptation and application of the In Situ Adaptive Tabulation (ISAT) procedure to reacting flow calculations with complex surface chemistry
Plant-wide oscillation detection using multivariate empirical mode decomposition
New a priori and a posteriori probabilistic bounds for robust counterpart optimization: I. Unknown probability distributions
Optimal planning strategy for the supply chains of light aromatic compounds in petrochemical industries
Study of the natural vortex length of a cyclone with response surface methodology
Ontological framework for enterprise-wide integrated decision-making at operational level
Modelling and experimental validation of emulsification processes in continuous rotor-stator units
Dual-objective optimization of integrated water/wastewater networks
Economic and environmental optimization for a biogas supply Chain: A CVaR approach applied to uncertainty of biomass and biogas demand
The quest towards the integration of process control, process operations, and process operability -Industrial need or academic curiosity?
Constrained optimization of black-box stochastic systems using a novel feasibility enhanced Kriging-based method
Optimal scheduling of multiproduct pipeline systems using a non-discrete MILP formulation
Supervisory control design for balancing supply and demand in a district heating system with thermal energy storage
Influence of process operating conditions on solvent thermal and oxidative degradation in post-combustion CO 2 capture
Improved numerical inversion methods for the recovery of bivariate distributions of polymer properties from 2D probability generating function domains
Multi-objective optimization of crop land allocation for sustainability within the food-energy-water-land-fertilizer (FEWLF) nexus
Process synthesis of hybrid coal, biomass, and natural gas to liquids via Fischer-Tropsch synthesis, ZSM-5 catalytic conversion, methanol synthesis, methanol-to-gasoline, and methanol-to-olefins/distillate technologies
Computational performance of aggregated distillation models