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Although planning and scheduling optimization have been explored in the literature for many years now, it still remains a hot topic in the current scientific research. The changing market trends, globalization, technical and technological progress, and sustainability considerations make it necessary to deal with new optimization challenges in modern manufacturing, engineering, and healthcare systems. This book provides an overview of the recent advances in different areas connected with operations research models and other applications of intelligent computing techniques used for planning and scheduling optimization. The wide range of theoretical and practical research findings reported in this book confirms that the planning and scheduling problem is a complex issue that is present in different industrial sectors and organizations and opens promising and dynamic perspectives of research and development.

Technology: general issues --- supply chain optimization --- oil and gas supply chain --- maintenance scheduling --- operation planning --- energy --- order picking --- wave planning --- warehouses --- distribution centers --- mixed integer programming --- non-linear programming --- Hadi-Vencheh model --- multiple criteria ABC inventory classification --- nonlinear weighted product model --- building material distributors --- central composite design (CCD) --- Box–Behnken design (BBD) --- optimal cost --- customer service level --- forecasting --- order planning --- inventory management --- resource-constrained project scheduling problem --- discounted cash flow maximization --- milestones payments --- simulated annealing algorithm --- slotting --- storage strategies --- stackability --- SKU --- product family --- heuristic --- metaheuristics --- scheduling --- injection molding --- hospital catering --- production scheduling --- flexible job shop problem --- mathematical model --- genetic algorithm --- local search method --- iterated local search algorithm --- competitive hub location problem --- network design --- food systems --- rural development --- mathematical programming --- crow search --- process planning --- operation sequencing --- precedence constraints --- manufacturing scheduling --- smart manufacturing --- intelligent manufacturing systems --- scheduling requirements --- cyber-physical production systems --- postman delivery --- vehicle routing problem --- particle swarm optimization algorithm --- differential evolution algorithm --- multi-criteria optimization --- simulation optimization --- production control --- multiple flexible job shop scheduling --- priority rules --- smart health care systems --- planning --- logistic systems --- benchmark --- workload balancing --- identical parallel machines --- normalized sum of square for workload deviations --- maximum completion time --- minimum completion time --- terminal location --- intermodal transportation --- simulated annealing --- mixed integer program --- incomplete networks --- n/a --- Box-Behnken design (BBD)

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The book documents 25 papers collected from the Special Issue “Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes”, highlighting recent research trends in complex industrial processes. The book aims to stimulate the research field and be of benefit to readers from both academic institutes and industrial sectors.

Technology: general issues --- process control --- separation --- oil and gas --- control chart --- fuzzy logic --- neutrosophic statistic --- incomplete data --- belief statistic --- gamma distribution --- microalgae --- raceway --- control problem --- PID --- event-based --- flexible flow shop scheduling --- multi-queue limited buffers --- improved compact genetic algorithm --- probability density function of the Gaussian distribution --- transfer bees optimizer --- reinforcement learning --- behavior transfer --- state-action chains --- reactive power optimization --- Holmquist-Johnson-Cook constitutive model of briquette --- parameter acquisition --- split Hopkinson pressure bar experiment --- numerical simulation --- pressure swing distillation --- full-heat integration --- acetonitrile --- water --- distributed model predictive control --- steam power plant --- steam/water loop --- multi-input and multi-output system --- loop design --- optimal nonlinear adaptive control --- memetic salp swarm algorithm --- voltage source converter --- perturbation observer --- hardware experiment --- MIMO temperature control in heating process system --- pole-zero cancelation --- temperature difference --- transient response --- dead time --- slow-mode-based control --- multi-input multi-output (MIMO) temperature system --- temperature differences --- non-pillar --- gob-side entry retaining by roof cutting --- close distance coal seams --- goaf --- stress distribution --- semiconductor bonding equipment-grouping method --- graph theory --- association matrix --- CFSFDP algorithm --- self-learning --- variable geometry turbocharger --- deep reinforcement learning --- deep deterministic policy gradient --- flexible flow shop --- limited buffer --- public buffer --- Hopfield neural network --- local scheduling --- simulated annealing algorithm --- load identification --- EWT --- multiscale fuzzy entropy --- PNN --- Hybrid Attack Graph --- Level-of-Resilience --- stability --- topology --- distributed generation (DG) --- INSGA-II --- multi-objective optimization --- potential crowding distance --- static and dynamic planning --- data-driven methods --- coarse model --- refrigeration --- tunnel boring machine --- roadway supporting --- constitutive model --- failure criterion --- in-situ monitoring --- power systems --- complex network theory --- Fast-Newman algorithm --- link-addition strategy --- cascading failures --- flotation process --- reagent dosage --- time series froth image --- cumulative distribution function --- fault diagnosis --- fault classification --- fast Fourier transform (FFT) --- multi-linear principal component analysis (MPCA) --- uncorrelated multi-linear principal component analysis (UMPCA) --- additive white Gaussian noises (AWGN) --- wind turbine systems --- deviation control --- drilling machine --- nonlinear adaptive backstepping controller disturbance observer --- parameter uncertainties --- wind turbine --- energy conversion systems --- condition monitoring --- fault prognosis --- resilient control --- process control --- separation --- oil and gas --- control chart --- fuzzy logic --- neutrosophic statistic --- incomplete data --- belief statistic --- gamma distribution --- microalgae --- raceway --- control problem --- PID --- event-based --- flexible flow shop scheduling --- multi-queue limited buffers --- improved compact genetic algorithm --- probability density function of the Gaussian distribution --- transfer bees optimizer --- reinforcement learning --- behavior transfer --- state-action chains --- reactive power optimization --- Holmquist-Johnson-Cook constitutive model of briquette --- parameter acquisition --- split Hopkinson pressure bar experiment --- numerical simulation --- pressure swing distillation --- full-heat integration --- acetonitrile --- water --- distributed model predictive control --- steam power plant --- steam/water loop --- multi-input and multi-output system --- loop design --- optimal nonlinear adaptive control --- memetic salp swarm algorithm --- voltage source converter --- perturbation observer --- hardware experiment --- MIMO temperature control in heating process system --- pole-zero cancelation --- temperature difference --- transient response --- dead time --- slow-mode-based control --- multi-input multi-output (MIMO) temperature system --- temperature differences --- non-pillar --- gob-side entry retaining by roof cutting --- close distance coal seams --- goaf --- stress distribution --- semiconductor bonding equipment-grouping method --- graph theory --- association matrix --- CFSFDP algorithm --- self-learning --- variable geometry turbocharger --- deep reinforcement learning --- deep deterministic policy gradient --- flexible flow shop --- limited buffer --- public buffer --- Hopfield neural network --- local scheduling --- simulated annealing algorithm --- load identification --- EWT --- multiscale fuzzy entropy --- PNN --- Hybrid Attack Graph --- Level-of-Resilience --- stability --- topology --- distributed generation (DG) --- INSGA-II --- multi-objective optimization --- potential crowding distance --- static and dynamic planning --- data-driven methods --- coarse model --- refrigeration --- tunnel boring machine --- roadway supporting --- constitutive model --- failure criterion --- in-situ monitoring --- power systems --- complex network theory --- Fast-Newman algorithm --- link-addition strategy --- cascading failures --- flotation process --- reagent dosage --- time series froth image --- cumulative distribution function --- fault diagnosis --- fault classification --- fast Fourier transform (FFT) --- multi-linear principal component analysis (MPCA) --- uncorrelated multi-linear principal component analysis (UMPCA) --- additive white Gaussian noises (AWGN) --- wind turbine systems --- deviation control --- drilling machine --- nonlinear adaptive backstepping controller disturbance observer --- parameter uncertainties --- wind turbine --- energy conversion systems --- condition monitoring --- fault prognosis --- resilient control

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

The book documents 25 papers collected from the Special Issue “Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes”, highlighting recent research trends in complex industrial processes. The book aims to stimulate the research field and be of benefit to readers from both academic institutes and industrial sectors.

Technology: general issues --- process control --- separation --- oil and gas --- control chart --- fuzzy logic --- neutrosophic statistic --- incomplete data --- belief statistic --- gamma distribution --- microalgae --- raceway --- control problem --- PID --- event-based --- flexible flow shop scheduling --- multi-queue limited buffers --- improved compact genetic algorithm --- probability density function of the Gaussian distribution --- transfer bees optimizer --- reinforcement learning --- behavior transfer --- state-action chains --- reactive power optimization --- Holmquist–Johnson–Cook constitutive model of briquette --- parameter acquisition --- split Hopkinson pressure bar experiment --- numerical simulation --- pressure swing distillation --- full-heat integration --- acetonitrile --- water --- distributed model predictive control --- steam power plant --- steam/water loop --- multi-input and multi-output system --- loop design --- optimal nonlinear adaptive control --- memetic salp swarm algorithm --- voltage source converter --- perturbation observer --- hardware experiment --- MIMO temperature control in heating process system --- pole-zero cancelation --- temperature difference --- transient response --- dead time --- slow-mode-based control --- multi-input multi-output (MIMO) temperature system --- temperature differences --- non-pillar --- gob-side entry retaining by roof cutting --- close distance coal seams --- goaf --- stress distribution --- semiconductor bonding equipment-grouping method --- graph theory --- association matrix --- CFSFDP algorithm --- self-learning --- variable geometry turbocharger --- deep reinforcement learning --- deep deterministic policy gradient --- flexible flow shop --- limited buffer --- public buffer --- Hopfield neural network --- local scheduling --- simulated annealing algorithm --- load identification --- EWT --- multiscale fuzzy entropy --- PNN --- Hybrid Attack Graph --- Level-of-Resilience --- stability --- topology --- distributed generation (DG) --- INSGA-II --- multi-objective optimization --- potential crowding distance --- static and dynamic planning --- data-driven methods --- coarse model --- refrigeration --- tunnel boring machine --- roadway supporting --- constitutive model --- failure criterion --- in-situ monitoring --- power systems --- complex network theory --- Fast–Newman algorithm --- link-addition strategy --- cascading failures --- flotation process --- reagent dosage --- time series froth image --- cumulative distribution function --- fault diagnosis --- fault classification --- fast Fourier transform (FFT) --- multi-linear principal component analysis (MPCA) --- uncorrelated multi-linear principal component analysis (UMPCA) --- additive white Gaussian noises (AWGN) --- wind turbine systems --- deviation control --- drilling machine --- nonlinear adaptive backstepping controller disturbance observer --- parameter uncertainties --- wind turbine --- energy conversion systems --- condition monitoring --- fault prognosis --- resilient control --- n/a --- Holmquist-Johnson-Cook constitutive model of briquette --- Fast-Newman algorithm