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Model predictive control

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  • The second edition of "Model Predictive Control" provides a thorough introduction to theoretical and practical aspects of the most commonly used MPC strategies. It bridges the gap between the powerful but often abstract techniques of control researchers and the more empirical approach of practitioners. The book demonstrates that a powerful technique does not always require complex control algorithms. Many new exercises and examples have also been added throughout.

    pdf429p suthebeo 01-08-2012 71 14   Download

  • Model predictive control (MPC) refers to a class of computer control algorithms that utilize an explicit process model to predict the future response of a plant. At each control interval an MPC algorithm attempts to optimize future plant behavior by computing a sequence of future manipulated variable adjustments. The first input in the optimal sequence is then sent into the plant, and the entire calculation is repeated at subsequent control intervals.

    pdf26p mongtuyen23 21-11-2019 38 5   Download

  • The aim of the dissertation is study and propose a new algorithm for solving the optimal problem in nonlinear model predictive control MIMO system.

    pdf28p change01 05-05-2016 26 2   Download

  • This paper proposes the Finite control set Model Predictive Control (FCS-MPC) with delay compensation for three-phase threelevel T-Type NPC inverter (T-Type NPC) of grid-connected photovoltaic systems (PV). The proposed FCS-MPC controls the objectives: current tracking control, DC-link capacitor voltage balance, the reduction of switching frequency to ensure issues of the power quality and improve the efficiency of grid-connected of PV system.

    pdf13p sansan2 26-05-2018 20 1   Download

  • In this paper, we propose a simple model predictive control (MPC) scheme for Heating, ventilation, and air conditioning (HVAC) systems in residential houses. Our control scheme utilizes a fitted thermal simulation model for each house to achieve precise prediction of room temperature and energy consumption in each prediction period.

    pdf12p mat_vang1 14-01-2019 14 2   Download

  • This paper presents a model predictive control of electric power systems based on the multiple Gaussian process predictors. The Gaussian process model is a nonparametric model and the output of the model has Gaussian distribution with mean and variance.

    pdf7p praishy2 27-02-2019 21 0   Download

  • In this work an advanced control system design aimed to the improvement of economic benefits and control performances of a cement rotary kiln located in an Italian cement plant is discussed. A Model Predictive Controller, together with other functional blocks designed to manage normal and critical situations, constitutes the core of the proposed strategy. Accurate identification procedures, aimed at obtaining accurate dynamical process models, have been performed.

    pdf6p praishy2 27-02-2019 7 0   Download

  • This paper proposes a Model Predictive Control (MPC) method used for DC-AC converter applications to connect the electrical systems in industry. DC-AC inverters used to convert DC power into AC power for supplying to an AC load. Parameters are controlled in output voltage value or current value, corresponding to voltage source inverter (VSI) inverter and current source inverter (VSC) [1]. DC-AC converter phase three is the main part of the three-phase inverter.

    pdf8p cothumenhmong8 05-11-2020 6 0   Download

  • Receding horizon control is a common control concept dealing with control approaches, where their parameters are updated frequently along the time axis by using process informations in the past. Various methods of receding horizon control have been proposed, under which also optimization based receding horizon control methods, that is often known as model predictive control (MPC).

    pdf20p viengland2711 23-07-2019 7 0   Download

  • Tham khảo tài liệu 'model predictive control part 9', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf20p 239198720 02-02-2012 41 8   Download

  • Tham khảo tài liệu 'model predictive control part 8', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf20p 181024119873 08-02-2012 44 8   Download

  • Tham khảo tài liệu 'model predictive control part 6', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf20p 239198720 02-02-2012 45 7   Download

  • Tham khảo tài liệu 'model predictive control part 3', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf20p 181024119873 08-02-2012 47 7   Download

  • Since the earliest algorithm of Model Predictive Control was proposed by French engineer Richalet and his colleagues in 1978, the explicit background of industrial application has made MPC develop rapidly. Different from most other control algorithms, the research trajectory of MPC is originated from engineering application and then expanded to theoretical field, while ordinary control algorithms often have applications after sufficient theoretical work.

    pdf0p 123859674 04-07-2012 53 7   Download

  • Tham khảo tài liệu 'model predictive control part 11', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf20p 181024119873 08-02-2012 51 6   Download

  • Tham khảo tài liệu 'model predictive control part 14', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf20p 181024119873 08-02-2012 55 6   Download

  • Tham khảo tài liệu 'model predictive control part 10', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf20p 239198720 02-02-2012 30 5   Download

  • Tham khảo tài liệu 'model predictive control part 2', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf20p 181024119873 08-02-2012 46 5   Download

  • Since Model Predictive Heuristic Control (MPHC), the earliest algorithm of Model Predictive Control (MPC), was proposed by French engineer Richalet and his colleagues in 1978, the explicit background of industrial application has made MPC develop rapidly to satisfy the increasing request from modern industry. Different from many other control algorithms, the research history of MPC is originated from application and then expanded to theoretical field, while ordinary control algorithms often has applications after sufficient theoretical research....

    pdf0p 123859674 04-07-2012 70 5   Download

  • Tham khảo tài liệu 'advanced model predictive control part 8', kỹ thuật - công nghệ, cơ khí - chế tạo máy phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả

    pdf30p 239198716 11-01-2012 43 4   Download

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