John Cortés-Romero , Brian Gómez-León , Hebertt Sira-Ramírez
{"title":"Discrete FIR filter-based Control","authors":"John Cortés-Romero , Brian Gómez-León , Hebertt Sira-Ramírez","doi":"10.1016/j.isatra.2024.12.032","DOIUrl":null,"url":null,"abstract":"<div><div>In control system design, managing measurement noise is a critical challenge, requiring a balance between responsiveness and noise suppression. Traditional methods often involve trade-offs, compromising either aspect. This paper proposes a novel solution by integrating a Finite Impulse Response (FIR) filter within the discrete controller transfer function, coupled with disturbance rejection through the Internal Model Principle (IMP). This approach decouples tracking reference dynamics from noise attenuation, ensuring precise disturbance rejection and reference tracking. Numerical analysis highlights significant immunity to high-frequency noise compared to established methods. Practical feasibility is demonstrated through two experimental validations: implementation on a Programmable Logic Controller (PLC) and robustness testing with a DC–DC boost converter in a high-noise environment, underscoring its applicability in real-world industrial scenarios.</div></div>","PeriodicalId":14660,"journal":{"name":"ISA transactions","volume":"157 ","pages":"Pages 591-602"},"PeriodicalIF":6.3000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ISA transactions","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0019057824006190","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
In control system design, managing measurement noise is a critical challenge, requiring a balance between responsiveness and noise suppression. Traditional methods often involve trade-offs, compromising either aspect. This paper proposes a novel solution by integrating a Finite Impulse Response (FIR) filter within the discrete controller transfer function, coupled with disturbance rejection through the Internal Model Principle (IMP). This approach decouples tracking reference dynamics from noise attenuation, ensuring precise disturbance rejection and reference tracking. Numerical analysis highlights significant immunity to high-frequency noise compared to established methods. Practical feasibility is demonstrated through two experimental validations: implementation on a Programmable Logic Controller (PLC) and robustness testing with a DC–DC boost converter in a high-noise environment, underscoring its applicability in real-world industrial scenarios.
期刊介绍:
ISA Transactions serves as a platform for showcasing advancements in measurement and automation, catering to both industrial practitioners and applied researchers. It covers a wide array of topics within measurement, including sensors, signal processing, data analysis, and fault detection, supported by techniques such as artificial intelligence and communication systems. Automation topics encompass control strategies, modelling, system reliability, and maintenance, alongside optimization and human-machine interaction. The journal targets research and development professionals in control systems, process instrumentation, and automation from academia and industry.