Identification and Dynamic Matrix Control algorithm for a heating process

Chuong, Vo Lam; Vu, Truong Nguyen Luan

doi:10.1109/icsse.2017.8030954

Cited by 3 publications

(2 citation statements)

References 5 publications

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“…There are many control system applications at the academic level based on IEC-61499, as discussed in [ 11 , 12 , 13 ], where 4diac-FORTE has been implemented with low cost hardware, and FBs capable of encapsulating access to input, output, and control signals are provided. The application was implemented in a parts-handling station and a conveyor belt; likewise, in [ 14 , 15 ] implementations of load balancing applications using the IEC-61499 architecture are presented, the applications were performed in commercial programmable automation devices and embedded systems; likewise, in [ 16 ], models and concepts are presented to develop control systems for intelligent electrical networks based on holonic concepts and the open standards IEC-61850 and IEC-61499.…”

Section: The State Of the Artmentioning

confidence: 99%

Constrained Dynamic Matrix Control under International Electrotechnical Commission Standard 61499 and the Open Platform Communications Unified Architecture

Bustos-Pulluquitin,

Caiza,

Llumitasig-Galarza

et al. 2023

Sensors

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This paper focuses on the implementation of a constrained Dynamic Matrix Control (DMC) approach within the level processes of the FESTO™ MPS-PA Compact Workstation plant in the context of the Industrial Internet of Things (IIoT) paradigm. The goal is to develop an industrial control application with decentralized logic that optimizes the operation of the plant while adhering to specific constraints. The implementation is carried out using the IEC-61499 standard and the OPC-UA protocol, enabling seamless communication between devices and systems. The authors utilize the 4diac-IDE and 4diac-FORTE as the development and runtime environments, respectively, to enable the execution of the control application on low-cost devices. The Beagle Bone Black (BBB) card is used for data acquisition and actuator control. Three types of constraints are considered: control increment (Δu(k)), output (ym(k)), and control (u(k)) constraints, to prevent unnecessary stress on the actuator and avoid damage to the plant. The QP algorithm is employed to optimize the objective function and address these constraints effectively. By integrating advanced control strategies into industrial processes in the IIoT paradigm and implementing them on low-cost devices, this paper demonstrates the feasibility and effectiveness of improving system performance, resource utilization, and overall productivity while considering system limitations and constraints.

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Section: The State Of the Artmentioning

confidence: 99%

Constrained Dynamic Matrix Control under International Electrotechnical Commission Standard 61499 and the Open Platform Communications Unified Architecture

Bustos-Pulluquitin,

Caiza,

Llumitasig-Galarza

et al. 2023

Sensors

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show abstract

“…O processo recebe o primeiro sinal da sequência de controle calculada e o procedimento é repetido a cada instante de amostragem, com os horizontes sendo deslocados um passo a frente. Dentre as técnicas MPC, o Controle por Matriz Dinâmica (Dynamic Matrix Control -DMC) destaca-se por ter sido amplamente difundido na indústria e ser objeto de estudos acadêmicos (Chuong and Vu, 2017;Zhang et al, 2017). O DMC, por sua vez, é aplicável apenas em processos estáveis, pois utiliza modelo de resposta ao degrau.…”

Section: Introdu ç ãOunclassified

Proposta de plataforma para ensino de controle preditivo por matriz dinâmica com aplicação em sistema térmico

Silva

Santos

Júnior

2021

Procedings Do XV Simpósio Brasileiro De Automação Inteligente

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This paper presents a control platform for tuning and implementation of the unconstrained DMC predictive control technique.The platform features a virtual architecture based on the free version of software Sysquake, one which was used to develop a unconstrained DMC controller parameter tuning interface. An electronic interface was developed to allow for experimental data acquisition and deployment of designed controller. The performance of the proposed platform was evaluated and validated from the application in a real thermal system. Resumo: Este artigo apresenta uma plataforma didática de controle para sintonia e implementação da técnica de controle preditivo DMC irrestrito. A plataforma apresenta uma arquitetura virtual baseada na versão livre do software Sysquake, a qual foi utilizada para desenvolver uma interface de sintonia dos parâmetros do controlador DMC irrestrito. Uma interface eletrônica foi desenvolvida para permitir a aquisição de dados experimentais e implantação do controlador projetado. O desempenho da plataforma proposta foi avaliado e validado a partir da aplicação em um sistema térmico real.

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Fractional PI Control for Coupled-Tank MIMO System

Chuong

Liu

2018

2018 4th International Conference on Green Technology and Sustainable Development (GTSD)

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Identification and Dynamic Matrix Control algorithm for a heating process

Cited by 3 publications

References 5 publications

Constrained Dynamic Matrix Control under International Electrotechnical Commission Standard 61499 and the Open Platform Communications Unified Architecture

Constrained Dynamic Matrix Control under International Electrotechnical Commission Standard 61499 and the Open Platform Communications Unified Architecture

Proposta de plataforma para ensino de controle preditivo por matriz dinâmica com aplicação em sistema térmico

Fractional PI Control for Coupled-Tank MIMO System

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