48 research outputs found
UCO DWM1001: A tool for managing and processing the UWB DWM1001-DEV development board
UCO DWM1001 is a free software developed to facilitate the work with DWM1001-DEV, one of the most widely used ultra-wideband (UWB) development boards. The software is designed to process, display, and store the relevant information of a UWB network system. The developed tool enables the user to manage the device transparently, establishing a connection, managing communication, and providing a range of features that facilitate the work and study of UWB technology. Communication is based on terminal emulation, whereby received messages are processed in accordance with their properties, the operating mode set, or the application tool used. The software's principal functions comprise real-time data visualisation, data saving, and an integrated terminal emulator for direct communication with the DWM1001-DEV development board. The tool, developed using the Qt framework, is intended to provide researchers with a straightforward method to utilise and assess the performance of DWM1001-DEV in diverse indoor settings, as well as to construct a basic UWB positioning network. Two illustrative examples are presented to demonstrate the capabilities of UCO DWM1001 software
Educational tool for the learning of thermal comfort control based on PMV-PPD indices
In this paper, an interactive educational tool designed for the learning of thermal comfort concepts is presented. Thermal comfort is one of the fundamental aspects of indoor environmental quality and energy savings in buildings. Comfort-based control and energy management constitute an important emergent sub-discipline of engineering studies. The developed tool allows for the definition of the thermal model of a house. Based on this model, thermal comfort is estimated through the predicted mean vote (PMV) and predicted percentage dissatisfied (PPD) indices, and energy consumption is also calculated. The tool can communicate through Modbus TCP/IP protocol, providing external connectivity and data collection from the different sensors available in a building management system (BMS). In this way, it is possible to calculate in real-time the aforementioned comfort indices and propose corrective control indications to maintain the indoor-air conditions inside the optimal comfort range. A simple control strategy that can be applied to conventional HVAC systems is also addressed. The tool is available for degree students in control engineering. A survey was performed to evaluate the effectiveness of the proposed tool
Multiobjective Optimization for PI-based Control Strategies for HVAC Systems in Coaches
Thermal comfort in vehicles is crucial for several reasons, including safety, health and wellbeing of the passengers, energy efficiency and customer satisfaction. Heating, Ventilation and Air Conditioning (HVAC) systems and their control play an important role in achieving comfortable thermal conditions, so one of the most important steps to carry out is a correct tuning of the control loop parameters. In this work, two heating control strategies, specifically designed for coaches, are presented. The proposed schemes are based on PI controllers whose parameters are tuned using Multiobjective Optimization (MOO), where several cost functions related to cabin comfort and energy consumption (crucial in electric coaches) are used. For the tuning task, firstly, a multidimensional Pareto front approximation is obtained based on a set of metrics, such as the Integral Square Error (ISE) and the Total Variation (TV), among others. The set of optimal solutions is collected, and secondly, a Multiple Criteria Decision Making (MCDM) method is used to select an optimal solution from the Pareto set, specifically, the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method. The control schemes are compared by simulation using the Matlab/Simulink software. The results show good performance of both control strategies in reference tracking and the usefulness of the MOO approach in the tuning procedure
Iterative Method for Tuning Multiloop PID Controllers Based on Single Loop Robustness Specifications in the Frequency Domain
Multiloop proportional-integral-derivative (PID) controllers are widely used for controlling multivariable processes due to their understandability, simplicity and other practical advantages. The main difficulty of the methodologies using this approach is the fact that the controllers of different loops interact each other. Thus, the knowledge of the controllers in the other loops is necessary for the evaluation of one loop. This work proposes an iterative design methodology of multiloop PID controllers for stable multivariable systems. The controllers in each step are tuned using single-input single-output (SISO) methods for the corresponding effective open loop process (EOP), which considers the interaction of the other loops closed with the controllers of the previous step. The methodology uses a frequency response matrix representation of the system to avoid process approximations in the case of elements with time delays or complicated EOPs. Consequently, different robustness margins on the frequency domain are proposed as specifications: phase margin, gain margin, phase and gain margin combination, sensitivity margin and linear margin. For each case, a PID tuning method is described and detailed for the iterative methodology. The proposals are exemplified with two simulations systems where the obtained performance is similar or better than that achieved by other authors
Development of an application for the study of distance measurement using UWB
[Resumen] Debido al desarrollo de la tecnolog铆a ultra-wideband en las 煤ltimas d茅cadas dentro de los numerosos est谩ndares de comunicaci贸n inal谩mbricos, en este trabajo se desarrolla una interfaz gr谩fica que permite realizar un an谩lisis de esta tecnolog铆a en el campo de la medici贸n de distancias y posicionamiento. Se utiliza para ello el m贸dulo DWM1001-DEV, que incorpora dicha tecnolog铆a junto con diferentes modos de conexi贸n y puertos de entrada y salida. La interfaz desarrollada permite establecer una conexi贸n a trav茅s del puerto USB con el m贸dulo mencionado y tambi茅n de forma inal谩mbrica a trav茅s de una red Wi-Fi. Se plantea tambi茅n el software de gesti贸n de datos y su env铆o con una placa tipo Raspberry. Se muestra un conjunto de pruebas experimentales utilizando la interfaz y se realiza un estudio preliminar de la calidad de la medida de distancia entre dos m贸dulos DWM1001-DEV.[Abstract] Due to the development of ultra-wideband technology in recent decades within the numerous wireless communication standards, this paper develops a graphical interface that allows an analysis of this technology in the field of distance measurement and positioning. For this purpose, the DWM1001-DEV module is used, which incorporates UWB technology together with different connection GPIO ports. The developed interface allows establishing a connection through the USB port with the mentioned module and also wirelessly through a Wi-Fi network. The data management software and its shipment with a Raspberry type board are also considered. A set of experimental tests using the interface is shown and a preliminary study of the quality of the distance measurement between two DWM1001-DEV modules is carried out.Universidad de C贸rdoba; IX Plan Propio GALILEO de Innovaci贸n y Transferenci
Interactive Tool for Frequency Domain Tuning of PID Controllers
This paper presents an interactive tool focused on the study of
proportional-integral-derivative (PID) controllers. Nowadays, PID control loops are extensively used
in industrial applications. However, it is reported that many of them are badly tuned. From an
educational point of view, it is essential for undergraduate students in control engineering to
understand the importance of tuning a control loop correctly. For this reason, the tool provides
different PID tuning methods in the frequency domain for stable open-loop time-delay-free processes.
The different designs can be compared interactively by the user, allowing them to understand
concepts about stability, robustness, and performance in PID control loops. A survey and a
comparative study were performed to evaluate the effectiveness of the proposed tool
A hybrid modeling approach for steady-state optimal operation of vapor compression refrigeration cycles
This paper presents a steady-state hybrid modeling approach for vapor compression refrigeration cycles which is intended to achieve an optimal system operation from an energy consumption point of view. The model development is based on a static characterization of the main components of the cycle using a hybrid approach, and their integration in a new optimization block. This block allows to determine completely the system stationary state by means of a non-linear optimization procedure subjected to several constraints such as mechanical limitations, component interactions, environmental conditions and cooling load demand. The proposed method has been tested in an experimental pilot plant with good results. Model validation for each identified hybrid model is carried out from a set of experimental data of 82 stationary operating points, with prediction errors below 卤10%. The model is also globally validated by comparing experimental and simulated data, with a global mean relative absolute error less than 5%. The basic control structure consists of three decentralized control loops where the controller variables are the secondary fluid temperature at the evaporator inlet, the superheat, and the condenser pressure. While the secondary temperature is assumed as an imposed requirement, the optimal set-points of the other two control loops are searched offline using the proposed refrigerant cycle model. This set-point optimality is defined according to the coefficient of performance for minimizing the total electrical power consumption of the system at steady-state. This energy saving has been confirmed experimentally. The proposed method can be easily adapted for different sets of controlled variables in case of modification of the basic control structure. Furthermore, other energy efficiency metrics can be handily adopted. Considering the tradeoff between the accuracy and computational cost of the hybrid models, the proposed procedure is expected to be used in real-time applications
Adaptive Pitch Controller of a Large-Scale Wind Turbine Using Multi-Objective Optimization
This paper deals with the control problems of a wind turbine working in its nominal zone. In this region, the wind turbine speed is controlled by means of the pitch angle, which keeps the nominal power constant against wind fluctuations. The non-uniform profile of the wind causes tower displacements that must be reduced to improve the wind turbine lifetime. In this work, an adaptive control structure operating on the pitch angle variable is proposed for a nonlinear model of a wind turbine provided by FAST software. The proposed control structure is composed of a gain scheduling proportional鈥搃ntegral (PI) controller, an adaptive feedforward compensation for the wind speed, and an adaptive gain compensation for the tower damping. The tuning of the controller parameters is formulated as a Pareto optimization problem that minimizes the tower fore-aft displacements and the deviation of the generator speed using multi-objective genetic algorithms. Three multi-criteria decision making (MCDM) methods are compared, and a satisfactory solution is selected. The optimal solutions for power generation and for tower fore-aft displacement reduction are also obtained. The performance of these three proposed solutions is evaluated for a set of wind pattern conditions and compared with that achieved by a classical baseline PI controller
Educational software tool for decoupling control in wind turbines applied to a lab鈥恠cale system
This paper presents an educational software tool, called wtControlGUI, whose main purpose is to show the applicability and performance of different decoupling control strategies in wind turbines. Nowadays wind turbines are a very important field in control engineering. Therefore, from an educational point of view, the tool also aims to improve the learning of multivariable control concepts applied on this control field. In addition, wtControlGUI allows for testing and control of a lab-scale system which emulates the dynamic response of a largescale wind turbine. The designed graphical user interface essentially allows simulation and experimental testing of decoupling networks and other multivariable methodologies, such as robust and decentralized control strategies. The tool is available for master degree students in control engineering. A survey was performed to evaluate the effectiveness of the proposed tool when used in educational related tasks