Modeling, Identification and Control: A Norwegian Research Bulletin最新文献

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Residual vibration control for robotic 3D scanning with application to inspection of marine propellers 机器人三维扫描残余振动控制及其在舰船螺旋桨检测中的应用
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2021-01-04 DOI: 10.4173/mic.2021.2.3
E. B. Njaastad, G. O. Tysse, O. Egeland
{"title":"Residual vibration control for robotic 3D scanning with application to inspection of marine propellers","authors":"E. B. Njaastad, G. O. Tysse, O. Egeland","doi":"10.4173/mic.2021.2.3","DOIUrl":"https://doi.org/10.4173/mic.2021.2.3","url":null,"abstract":"","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"157 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115593705","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Open-Source Python-Based Boundary-Element Method Code for the Three-Dimensional, Zero-Froude, Infinite-Depth, Water-Wave Diffraction-Radiation Problem 一个开源的基于python的边界元方法代码的三维,零弗劳德,无限深度,水波衍射辐射问题
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2021-01-04 DOI: 10.4173/mic.2021.2.2
Savin Viswanathan, C. Holden, O. Egeland, M. Greco
{"title":"An Open-Source Python-Based Boundary-Element Method Code for the Three-Dimensional, Zero-Froude, Infinite-Depth, Water-Wave Diffraction-Radiation Problem","authors":"Savin Viswanathan, C. Holden, O. Egeland, M. Greco","doi":"10.4173/mic.2021.2.2","DOIUrl":"https://doi.org/10.4173/mic.2021.2.2","url":null,"abstract":"In this paper, a new open-source implementation of the lower-order, 3-D Boundary Element Method (BEM) of solution to the deep-water, zero Froude-number wave-body interaction problem is described. A validation case for OMHyD, the new open-source package, is included, where the outputs are compared to results obtained using the widely used frequency-domain hydrodynamic analysis package ANSYS-AQWA. The theory behind the solution to the diffraction-radiation problem is re-visited using the Green function method. The Hess and Smith panel method is then extended to the case of a floating object using the image-source to impose the wall condition at the free-surface, and a wavy Green function component to account for presence of free-surface waves. An algorithm for computer implementation of the procedure is developed and subsequently implemented in PYTHON. The wavy part of the Green function is determined using a verified and published FORTRAN code by Teleste and Noblesse, wrapped for PYTHON using the Fortran to Python (F2PY) interface. Results are presented for the various stages of implementation viz. panelling, body in infinite fluid domain, effect of the free-surface, and effect of surface-waves. The hydrodynamic coefficients obtained from this preliminary frequency-domain analysis are shown to be in satisfactory agreement with ANSYS-AQWA results. Conclusions are drawn based on the performance of the code, followed by suggestions for further improvement by including the removal of irregular-frequencies, multi-body interactions, and bottom interference, which are not considered in the present implementation.","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133849888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Review on Modeling and Control of Flexible Link Manipulators 柔性连杆机械臂建模与控制研究进展
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2020-01-07 DOI: 10.4173/mic.2020.3.2
Dipendra Subedi, I. Tyapin, G. Hovland
{"title":"Review on Modeling and Control of Flexible Link Manipulators","authors":"Dipendra Subedi, I. Tyapin, G. Hovland","doi":"10.4173/mic.2020.3.2","DOIUrl":"https://doi.org/10.4173/mic.2020.3.2","url":null,"abstract":"This paper presents a review of dynamic modeling techniques and various control schemes to control flexible link manipulators (FLMs) that were studied in recent literature. The advantages and complexities associated with the FLMs are discussed briefly. A survey of the reported studies is carried out based on the method used for modeling link flexibility and obtaining equations of motion of the FLMs. The control techniques are reviewed by classifying them into two main categories: model-based and model-free control schemes. The merits and limitations of different modeling and control methods are highlighted.","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124821859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 15
Steady State Counterbalance Valve Modeling with the Influence of Synthetic Ester Oils Using CFD 考虑合成酯油影响的稳态平衡阀CFD建模
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2020-01-04 DOI: 10.4173/mic.2020.2.2
J. Jakobsen, M. Hansen
{"title":"Steady State Counterbalance Valve Modeling with the Influence of Synthetic Ester Oils Using CFD","authors":"J. Jakobsen, M. Hansen","doi":"10.4173/mic.2020.2.2","DOIUrl":"https://doi.org/10.4173/mic.2020.2.2","url":null,"abstract":"This study looks in details at the effects of synthetic esters being applied to a counterbalance valve from the perspective of a system engineer. There is limited literature on the subject of applied synthetic esters and as such limited unbiased sources for information. This creates reluctance against the use of these fluids in sectors and regions with no prior experience and knowledge of what to expect. This study expands the applied literature by investigating a commercially available valve using commercial oils, a basic synthetic ester, a fully saturated synthetic ester and a typical mineral oil type for benchmarking. The investigation is based on both computational fluid dynamics and experiments and is performed at 20, 40 and 60 ◦ C. The product is a steady-state valve model including fluid dynamics and a parameter-dependent Coulomb friction. The CFD model reveals minimal oil type dependence in the resulting fluid dynamics model with flow forces and discharge coefficient being the same for mineral oil and esters. The experiments show that the esters primarily produce different levels of hysteresis with up to 40% less and 15% more hysteresis. The friction investigation showed that the relationship between hysteresis and pilot pressure was different for all oil types, and that the relationship between hysteresis and temperature was similar for all oil types. With full knowledge of mineral oil and the oil specific knowledge of the hysteresis and pilot pressure relationship at a single temperature, ester hysteresis was predicted with better than 88% accuracy across the three temperatures.","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129417448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic model for simulating transient behaviour of rotary drum granulation loop 转鼓造粒回路瞬态特性模拟的动态模型
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2020-01-04 DOI: 10.4173/mic.2020.2.3
Ludmila Vesjolaja, B. Glemmestad, B. Lie
{"title":"Dynamic model for simulating transient behaviour of rotary drum granulation loop","authors":"Ludmila Vesjolaja, B. Glemmestad, B. Lie","doi":"10.4173/mic.2020.2.3","DOIUrl":"https://doi.org/10.4173/mic.2020.2.3","url":null,"abstract":"In this paper, a dynamic model for a rotary drum granulation loop with external product separator is developed. A population balance is used to capture dynamic particle size distribution in the 3-compartment rotary drum granulator model. Particle agglomeration along with particle growth due to layering are assumed as granulation mechanisms in the rotary drum. The model of the granulation loop includes models of the drum, screens and a crusher. Simulations using the developed model provide valuable data on dynamic fluctuations in the inlet and the outlet particle size distribution for the rotary drum. Simulation results showed that at smaller crusher gap spacings, the instabilities of the drum granulation loop occur, and damped oscillations are observed. Above the critical crusher gap spacing, sustained periodic oscillations are observed. The reason for oscillations is the off-spec particle flow that is recycled back to the granulator.","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115272015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Estimating uncertainty of model parameters obtained using numerical optimisation 利用数值优化方法估计模型参数的不确定性
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2019-01-10 DOI: 10.4173/mic.2019.4.3
O. M. Brastein, B. Lie, C. Pfeiffer, Nils-Olav Skeie
{"title":"Estimating uncertainty of model parameters obtained using numerical optimisation","authors":"O. M. Brastein, B. Lie, C. Pfeiffer, Nils-Olav Skeie","doi":"10.4173/mic.2019.4.3","DOIUrl":"https://doi.org/10.4173/mic.2019.4.3","url":null,"abstract":"Obtaining accurate models that can predict the behaviour of dynamic systems is important for a variety of applications. Often, models contain parameters that are difficult to calculate from system descriptions. Hence, parameter estimation methods are important tools for creating dynamic system models. Almost all dynamic system models contain uncertainty, either epistemic, due to simplifications in the model, or aleatoric, due to inherent randomness in physical effects such as measurement noise. Hence, obtaining an estimate for the uncertainty of the estimated parameters, typically in the form of confidence limits, is an important part of any statistically solid estimation procedure. Some uncertainty estimation methods can also be used to analyse the practical and structural identifiability of the parameters, as well as parameter inter-dependency and the presence of local minima in the objective function. In this paper, selected methods for estimation and analysis of parameters are reviewed. The methods are compared and demonstrated on the basis of both simulated and real world calibration data for two different case models. Recommendations are given for what applications each of the methods are suitable for. Further, differences in requirements for system excitation are discussed for each of the methods. Finally, a novel adaption of the Profile Likelihood method applied to a moving window is used to test the consistency of dynamic information in the calibration data for a particular model structure.","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133420150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Payload estimation using forcemyography sensors for control of upper-body exoskeleton in load carrying assistance 利用力图传感器对上肢外骨骼进行载荷估计
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2019-01-10 DOI: 10.4173/mic.2019.4.1
M. R. U. Islam, S. Bai
{"title":"Payload estimation using forcemyography sensors for control of upper-body exoskeleton in load carrying assistance","authors":"M. R. U. Islam, S. Bai","doi":"10.4173/mic.2019.4.1","DOIUrl":"https://doi.org/10.4173/mic.2019.4.1","url":null,"abstract":"In robotic assistive devices, the determination of required assistance is vital for proper functioning of assistive control. This paper presents a novel solution to measure conveniently and accurately carried payload in order to estimate the required assistance level. The payload is estimated using upper arm forcemyography (FMG) through a sensor band made of force sensitive resistors. The sensor band is worn on the upper arm and is able to measure the change of normal force applied due to muscle contraction. The readings of the sensor band are processed using support vector machine (SVM) regression technique to estimate the payload. The developed method was tested on human subjects, carrying a payload. Experiments were further conducted on an upper-body exoskeleton to provide the required assistance. The results show that the developed method is able to estimate the load carrying status, which can be used in exoskeleton control to provide effectively physical assistance needed.","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125467083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 22
Model-Free PI/PID Controller Tuning of Higher Order Nonlinear Dynamic Systems 高阶非线性动态系统的无模型PI/PID控制器整定
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2019-01-10 DOI: 10.4173/mic.2019.4.2
Christer Dalen, D. D. Ruscio
{"title":"Model-Free PI/PID Controller Tuning of Higher Order Nonlinear Dynamic Systems","authors":"Christer Dalen, D. D. Ruscio","doi":"10.4173/mic.2019.4.2","DOIUrl":"https://doi.org/10.4173/mic.2019.4.2","url":null,"abstract":"","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115312195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic model adaptation to an anaerobic digestion reactor of a water resource recovery facility 水资源回收装置厌氧消化反应器的动态模型适应
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2019-01-07 DOI: 10.4173/mic.2019.3.2
S. Attar, F. Haugen
{"title":"Dynamic model adaptation to an anaerobic digestion reactor of a water resource recovery facility","authors":"S. Attar, F. Haugen","doi":"10.4173/mic.2019.3.2","DOIUrl":"https://doi.org/10.4173/mic.2019.3.2","url":null,"abstract":"This study deals with model adaptation of the AM2 model to an anaerobic digestion reactor of a water resource recovery facility, namely a 6000 m reactor at VEAS WWRF, the largest of Norway. The model is based on the mass balance with six states including acidogens, methanoges, alkalinity, organic substrate, volatile fatty acid and inorganic carbon. The model adaptation is applied firstly to simulated reactor data for testing the algorithms, and then to experimental data. The experimental data are collected from laboratory analysis and online measurements from January to October 2017. The data of the first 100 days are used for model identification, and the remaining data for model validation. Identification analysis is based on the Fisher Information Matrix and the Hessian matrix. Also, a sensitivity analysis of the parameter estimates is accomplished.","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124142972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Nonlinear observer for hydropower system 水电系统非线性观测器
Modeling, Identification and Control: A Norwegian Research Bulletin Pub Date : 2019-01-07 DOI: 10.4173/mic.2019.3.1
Liubomyr Vytvytskyi, Roshan Sharma, B. Lie
{"title":"Nonlinear observer for hydropower system","authors":"Liubomyr Vytvytskyi, Roshan Sharma, B. Lie","doi":"10.4173/mic.2019.3.1","DOIUrl":"https://doi.org/10.4173/mic.2019.3.1","url":null,"abstract":"Estimation of unmeasured states plays an essential role in the design of control systems as well as for monitoring of hydropower plants. The standard Kalman filter gives the optimum state estimates for linear systems. However, this optimality is not relevant for nonlinear models and a choice between stochastic and deterministic approaches is not so obvious in this case. Thus the application of a nonlinear observer in a hydropower system is of interest here as an alternative to the widely used extended Kalman filter. This paper provides a study and design of a reduced order nonlinear observer to estimate the states of a hydropower system. Implementation of the nonlinear observer is done in OpenModelica and added to our in-house hydropower Modelica library — OpenHPL, where different models for hydropower systems are assembled. Simulations and analysis of the designed observer are done in Python using a Python API for operating OpenModelica simulations.","PeriodicalId":313147,"journal":{"name":"Modeling, Identification and Control: A Norwegian Research Bulletin","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129804291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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