{"title":"Command shaping control with robustness and smoothness adjustability for time-variant systems","authors":"Abdullah Alshaya","doi":"10.1016/j.ejcon.2026.101471","DOIUrl":null,"url":null,"abstract":"<div><div>A new command-shaping technique for vibration control is proposed to command a time-variant system from a known initial state to a predefined target state without inducing residual vibration and independently of the time-varying system parameters. Shaped commands based on equally-spaced steps, monomial functions, and Fourier basis are constructed to satisfy predefined system constraints and input targets while accommodating the parameter variations during the maneuver. Unlike classical input shapers with fixed duration, the proposed method features an adjustable maneuver time that enables a balance between motion speed and transient vibration reduction. The shaped commands are obtained by solving simultaneous linear equations without the need for optimization. The proposed formulations are compared with robust classical shapers and validated numerically and experimentally on a pendulum system with linear and nonlinear hoisting/lowering maneuvers. The added time penalty associated with using smooth robust shaped inputs is negligible relative to the significant reduction in transient vibrations, the complete suppression of residual vibrations, and the improved robustness under parameter uncertainties.</div></div>","PeriodicalId":50489,"journal":{"name":"European Journal of Control","volume":"88 ","pages":"Article 101471"},"PeriodicalIF":2.6000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Control","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0947358026000245","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/6 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
A new command-shaping technique for vibration control is proposed to command a time-variant system from a known initial state to a predefined target state without inducing residual vibration and independently of the time-varying system parameters. Shaped commands based on equally-spaced steps, monomial functions, and Fourier basis are constructed to satisfy predefined system constraints and input targets while accommodating the parameter variations during the maneuver. Unlike classical input shapers with fixed duration, the proposed method features an adjustable maneuver time that enables a balance between motion speed and transient vibration reduction. The shaped commands are obtained by solving simultaneous linear equations without the need for optimization. The proposed formulations are compared with robust classical shapers and validated numerically and experimentally on a pendulum system with linear and nonlinear hoisting/lowering maneuvers. The added time penalty associated with using smooth robust shaped inputs is negligible relative to the significant reduction in transient vibrations, the complete suppression of residual vibrations, and the improved robustness under parameter uncertainties.
期刊介绍:
The European Control Association (EUCA) has among its objectives to promote the development of the discipline. Apart from the European Control Conferences, the European Journal of Control is the Association''s main channel for the dissemination of important contributions in the field.
The aim of the Journal is to publish high quality papers on the theory and practice of control and systems engineering.
The scope of the Journal will be wide and cover all aspects of the discipline including methodologies, techniques and applications.
Research in control and systems engineering is necessary to develop new concepts and tools which enhance our understanding and improve our ability to design and implement high performance control systems. Submitted papers should stress the practical motivations and relevance of their results.
The design and implementation of a successful control system requires the use of a range of techniques:
Modelling
Robustness Analysis
Identification
Optimization
Control Law Design
Numerical analysis
Fault Detection, and so on.