Predictive controller

This paper presents a system that combines torque control algorithms based on a back-propagation neural network (BP-ANN) and an Adaptive Neuro-Fuzzy Inference System (ANFIS). The BP-ANN uses a multi-layer structure where the input layer processes factors such as load torque, rotational speed, and stator current, hidden layers model complex nonlinear interactions, and the output layer predicts optimal torque for AFPMSM operation.

15p viyamanaka 06-02-2025 4 2   Download

The relationship between the concentration of serum ferritin, transferrin, iron and their prognostic value for patients with cerebral infarction during the acute phase. Subjects and Methods: Cross-sectional descriptive methods, 104 cases including 52 patients with cerebral infarction and 52 control subjects in Hue University Hospital.

7p viuchiha 06-01-2025 3 1   Download

The Performance-Based Seismic Design (PBSD) is an advanced approach to designing earthquake-resistant structures, ensuring that a building meets specific performance objectives under seismic impacts. Unlike traditional design codes, PBSD aims to predict and control the damage to structures based on defined earthquake levels, minimizing damage and repair costs after an earthquake.

7p vibenya 31-12-2024 5 2   Download

Trái ngược với phân tích trong miền tần số trong lý thuyết điều khiển cổ điển, lý thuyết điều khiển hiện đại sử dụng mô tả không gian trạng thái trong miền thời gian, một mô hình toán học của một hệ thống vật lý như là một cụm đầu vào, đầu ra và các biến trạng thái quan hệ với phương trình trạng thái bậc một.

95p hoanglong89hui 16-06-2010 473 177   Download

Định nghĩa - Hồi qui (regression) J. Han et al (2001, 2006): Hồi qui là kỹ thuật thống kê cho phép dự đoán các trị (số) liên tục. Wiki (2009): Hồi qui (Phân tích hồi qui – regression analysis) là kỹ thuật thống kê cho phép ước lượng các mối liên kết giữa các biế R. D. Snee (1977): Hồi qui (Phân tích hồi qui) là kỹ thuật thống kê trong lĩnh vực phân tích dữ liệu và xây dựng các mô hình từ thực nghiệm, cho phép mô hình hồi qui vừa được khám phá được dùng cho mục đích dự báo (prediction), điều khiển (control), hay...

52p giacattan 05-01-2013 104 16   Download

Magnetic bearing systems have received much attention in the research community for the past decades. Its inherent nonlinearity and open-loop instability present challenges for controller design. This thesis investigates and designs model predictive control (MPC) systems for an experimental Active Magnetic Bearing (AMB) laboratory system. A host-target development environment of real-time control system with hardware in the loop (HIL) is used for implementation of the predictive control systems. In this thesis, both continuous and discrete time model predictive controllers are studied.

172p runthenight05 01-03-2023 12 3   Download

Model Predictive Control (MPC) refers to a class of algorithms that optimize the future behavior of the plant subject to operational constraints. The merits of the class algorithms include its ability to handle imposed hard constraints on the system and perform on-line optimization. This thesis investigates design and implementation of continuous time model predictive control using Laguerre polynomials and extends the design approaches proposed in to include intermittent predictive control, as well as to include the case of the nonlinear predictive control.

162p runthenight07 01-03-2023 9 4   Download

The main focus of this thesis is on the application of a model predictive control (MPC) method to devise an ABS for a BBW vehicle. Unlike the traditional ABS control algorithms which are based on a trial and error method, the MPC based ABS algorithm aims to utilizes the behaviour of the model to optimize the wheel slip dynamics subject to system constraints. Performance of the proposed wheel slip controller is validated through Software-in-the-Loop (SiL) and Hardware-inthe-Loop (HiL) simulation.

136p runthenight07 01-03-2023 10 3   Download

Research and improve scheduling admission control mechanism to enhance QoS based on incoming burst rate prediction at core node to improve scheduling efficiency for low QoS bursts but still ensure a level of service quality for high QoS bursts. The effectiveness of the scheduling admission control mechanism was valued through simulation and mathematical analysis.

26p gaocaolon12 18-06-2021 27 3   Download

Large ring-shaped forgings manufactured by ring rolling, as heavy as 10 tons, are greatly affected by cooling. In the present study, controlled cooling was performed to improve the mechanical properties of large ring-shaped forgings.

11p lucastanguyen 01-06-2020 13 2   Download

Quantifying the multiple processes which control and modulate the extent of oral bioavailability for drug candidates is critical to accurate projection of human pharmacokinetics (PK). Understanding how gut wall metabolism and hepatic elimination factor into first-pass clearance of drugs has improved enormously. Typically, the cytochrome P450s, uridine 5′- diphosphate-glucuronosyltransferases and sulfotransferases, are the main enzyme classes responsible for drug metabolism. Knowledge of the isoforms functionally expressed within organs of first-pass clearance, their anatomical topology (e.

16p caothientrangnguyen 09-05-2020 21 1   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.

28p change01 05-05-2016 40 4   Download

We used parameter scanning to emulate changes to the limitingrate for steps inafittedmodel of glucose-derepressed yeast glycolysis. Three flux-control regimes were observed, two of which were under the dominant control of hexose transport, in accordance with various experimental studies andothermodel predictions.

11p research12 23-04-2013 45 2   Download

COMPETITIVE SUPPLY CHAIN AND REVENUE MANAGEMENT: FOUR ESSAYS When the peer group measure is interacted with the choice index—in Column B, and again with additional controls in the remaining columns—the coefficient is indistinguishable from zero, with a negative point estimate in every specification. Panel B repeats this analysis, this time with the score earned by students when they were in the 12th grade.51 Again, estimates of the choice effect are imprecise but are—with one statistically insignificant exception—of the opposite sign from that predicted by the economic model....

203p mualan_mualan 25-02-2013 138 21   Download

Calcium phosphate nanoclusters are equilibrium particles of defined chemi-cal composition in which a core of amorphous calcium phosphate is sequestered within a shell of casein phosphopeptides. Sequence analyses and a structure prediction method were applied to secreted phosphopro-teins of known importance in controlling calcification, and eight noncasein phosphoproteins were identified as containing one or more subsequences capable of forming nanoclusters.

16p viettel02 22-02-2013 29 3   Download

Proteins might aggregate into ordered or amorphous structures, utilizing relatively short sequence stretches, usually organized in b-sheet-like assem-blies. Here, we attempt to list all available software, developed during the last decade or so, for the prediction of such aggregation-prone stretches from protein primary structure, without distinguishing whether these algo

8p cosis54 05-01-2013 45 3   Download

Điều khiển dự báo đã ra đời cách đây vài thập niên nhưng trong những năm gần đây Phát triển mạnh mẽ và có nhiều thành công trong công nghiệp. Điều khiển dự báo theo mô hình (Model Predictive Control MPC) là một trong những kỹ thuật điều khiển tiên tiến được nhiều người ưa chuộng nhất trong công nghiệp, có được điều này là do khả năng triển khai các điều kiện ràng buộc vào thuật toán điều khiển một cách dễ dàng mà ở các phương pháp điều khiển kinh điển khác không có được. Điều khiển dự báo là chiến lược điều khiển...

123p orchid_1 06-09-2012 234 94   Download

Tuyển tập báo cáo các nghiên cứu khoa học quốc tế ngành y học dành cho các bạn tham khảo đề tài: Predicting healthcare employees' participation in an office redesign program: Attitudes, norms and behavioral control

9p panasonic03 17-12-2011 51 3   Download

Tuyển tập báo cáo các nghiên cứu khoa học quốc tế ngành y học dành cho các bạn tham khảo đề tài: The prediction of discharge from in-patient psychiatric rehabilitation: a case-control study

6p thulanh29 17-12-2011 36 3   Download

Tuyển tập các báo cáo nghiên cứu về sinh học được đăng trên tạp chí sinh học Journal of Biology đề tài: The significance of controlled conditions in lentiviral vector titration and in the use of multiplicity of infection (MOI) for predicting gene transfer events

0p toshiba20 12-11-2011 41 2   Download