Utilização de técnica preditiva em uma malha de controle em sensores sem fio

• Ano de defesa: 2018
• Autor(a) principal: Benjamim, Xiankleber Cavalcante
• Tipo de documento: Tese
• Tipo de acesso: Acesso aberto
• Idioma: por
• Instituição de defesa: Brasil; UFRN; PROGRAMA DE PÓS-GRADUAÇÃO EM ENGENHARIA ELÉTRICA E DE COMPUTAÇÃO
• Palavras-chave em Português: Redes de sensores sem fio; Controle preditivo; MPC; CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
• Link de acesso: https://repositorio.ufrn.br/jspui/handle/123456789/27574

In this work, we propose a strategy of control of a plant using a wireless sensor feedback. To solve the inherent problems of the wireless sensors the loss of data of the signal, a predictive controller based on the model (MPC) is used. This technique uses the basis of the model of the plant, can estimate the states of the same during the loss of the package increasing the robustness of the system and minimizing the impact on the control mesh. A level control mesh was developed, emulating a coupled tank system. Simulations and experimental tests were performed to verify the performance of the wireless control system for different packet loss rates. In the implementation, the following components were used: 2.4GHz Transceiver (nFR2401) work together using the 802.15.4 IEEE protocol and ATMega 328p microcontrollers to close the control mesh, and to implement the predictive strategy was used in a computer the software of MATLAB computational simulation. The simulated and experimental results are presented showing a good control response for packet loss of up to 30%.