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2011 Fourth International Conference on Modeling, Simulation and Applied Optimization最新文献

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Modeling of non isothermal CSTR with the method of RBF NN 非等温CSTR的RBF神经网络建模
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775525
Seyed Mohammad Attaran, S. Abdullah
In this paper we provide a short review of radial basis function (RBF) and its properties. In addition RBF NN was used to estimate the non-Isothermal CSTR. For achieving this goal because of on lining data it was necessary to use the RLS each time that new data come to system. By using this method (RLS), RBF NN updates its weights for mapping the input and output of the system.
本文简要介绍了径向基函数及其性质。此外,采用RBF神经网络对非等温CSTR进行估计。为了实现这一目标,由于没有衬里数据,每次新数据进入系统时都必须使用RLS。通过这种方法(RLS), RBF神经网络更新其权值来映射系统的输入和输出。
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引用次数: 2
CO2 solubility modeling in the binary systems at high pressures 高压下二元体系CO2溶解度模拟
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775544
R. Alinia, E. N. Lay
The solubility of CO2 in various solvents in the binary systems at high pressures is an important key for production of micro and nanoparticles production. This paper compares three different equations of state of Peng-Robinson (PR), Soave-Redlich-Kwong (SRK) and Statistical Associating Fluid Theory (SAFT) for correlating of CO2 solubility in the 20 different binary systems at high pressures applicable to micro and nanoparticles production. The effects of the temperature and pressure of binary systems on the solubility of CO2 in organic solvents have also been investigated. It is observed that the solubility of CO2 in solvents increases with the increase in the pressure at the same temperature. At higher pressures the liquid phase is mostly CO2 and these conditions are interested in supercritical fluid processes.
在高压下,CO2在二元体系中各种溶剂中的溶解度是生产微粒子和纳米粒子的重要关键。本文比较了适用于微粒子和纳米颗粒生产的20种不同二元体系中CO2溶解度的Peng-Robinson (PR)、sove - redlich - kwong (SRK)和统计关联流体理论(SAFT)三种不同的状态方程。研究了二元体系的温度和压力对CO2在有机溶剂中的溶解度的影响。可以观察到,在相同温度下,CO2在溶剂中的溶解度随压力的增加而增加。在较高的压力下,液相主要是CO2,这些条件对超临界流体过程感兴趣。
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引用次数: 0
MRI brain classification using support vector machine 基于支持向量机的MRI脑分类
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775605
M. Othman, N. Abdullah, Nurul Fazrena Kamal
The field of medical imaging gains its importance with increase in the need of automated and efficient diagnosis in a short period of time. Other than that, medical image retrieval system is to provide a tool for radiologists to retrieve the images similar to query image in content. Magnetic resonance imaging (MRI) is an imaging technique that has played an important role in neuroscience research for studying brain images. Classification is an important part in retrieval system in order to distinguish between normal patients and those who have the possibility of having abnormalities or tumor. In this paper, we have obtained the feature related to MRI images using discrete wavelet transformation. An advanced kernel based techniques such as Support Vector Machine (SVM) for the classification of volume of MRI data as normal and abnormal will be deployed.
在短时间内,随着对自动化和高效诊断需求的增加,医学成像领域变得越来越重要。除此之外,医学图像检索系统是为放射科医师提供检索与查询图像内容相似的图像的工具。磁共振成像(MRI)是一种研究大脑图像的成像技术,在神经科学研究中发挥了重要作用。分类是检索系统中区分正常患者和可能有异常或肿瘤的患者的重要组成部分。本文利用离散小波变换获得了与MRI图像相关的特征。采用基于核的支持向量机(SVM)等先进技术对MRI数据体进行正常和异常分类。
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引用次数: 94
Active control of tool position in the presence of nonlinear cutting force and machine tool dynamics in orthogonal cutting 正交切削中存在非线性切削力和机床动力学时刀具位置的主动控制
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775571
A. ElSinawi, Shadi Emam
This work presents a practical approach to the control of tool's position, in orthogonal cutting, in the presence nonlinear dynamic cutting forces and machine tool dynamics. The controller is Linear Quadratic Gaussian (LQG) type constructed from an augmented model of machine tool realization, tool-actuator dynamics, and a nonlinear dynamic model relating tool displacement to cutting forces. The latter model is obtained using black-box system identification of experimental orthogonal cutting data in which tool displacement is the input and cutting force is the output. The controller is evaluated and its performance is demonstrated.
本文提出了一种实用的方法来控制刀具的位置,在正交切削,存在非线性动态切削力和机床动力学。该控制器为线性二次高斯(LQG)型,由机床实现、刀具-致动器动力学和刀具位移与切削力相关的非线性动力学模型的增强模型构建而成。后一模型以刀具位移为输入,切削力为输出,通过对实验正交切削数据的黑盒系统辨识得到。对该控制器进行了评估,并对其性能进行了验证。
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引用次数: 0
Power system stabilizer design based on optimization techniques 基于优化技术的电力系统稳定器设计
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5943734
M. Eslami, H. Shareef, A. Mohamed
Power system stabilizers (PSSs) are the most well known and efficient devices to damp the power system oscillations caused by interruptions. Low frequency oscillation problems are very difficult to solve because power systems are very large, complex and geographically distributed. Therefore, it is necessary to utilize most efficient optimization methods to take full advantages in simplifying the problem and its implementation. From this perspective, many successful and powerful optimization methods and algorithms have been employed in formulating and solving this problem. These optimization methodologies and techniques are widely diverse and have been the subject of ongoing enhancements over the years. This paper presents a survey of literature on the various optimization methods applied to solve the PSS problems. A review of most of the publications on the topic is presented.
电力系统稳定器(pss)是最著名的、最有效的抑制中断引起的电力系统振荡的装置。由于电力系统非常庞大、复杂且分布广泛,低频振荡问题很难解决。因此,有必要利用最有效的优化方法来充分发挥简化问题及其实现的优势。从这个角度来看,许多成功而强大的优化方法和算法被用来制定和解决这个问题。这些优化方法和技术种类繁多,多年来一直是不断增强的主题。本文综述了用于解决PSS问题的各种优化方法的文献。对大多数关于该主题的出版物进行了回顾。
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引用次数: 17
Optimizing palm biomass energy though size reduction 通过减小尺寸优化棕榈生物质能源
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775516
M. Aziz, N. Morad, Noel Wambeck, M. Shah
Solids oil palm biomass in the form of empty fruit bunches (EFB), palm press fibre (PPF), palm kernel shell (PKS), palm trunks and fronds has been identified as one of the main source of renewable energy with great potential in Malaysia. Recent development in the industry requires proper treatment of the palm biomass so that it generates clean energy. One of the treatment of palm biomass is size reduction since this will remove excess moisture and oil. It is vital to establish the correlations between size of palm biomass on moisture and the calorific values. By modeling and simulation, optimised blends of palm biomass consisting of EFB, PPF and PKS can be mixed to give the maximum power output. The physical and calorific properties of palm biomass were established through experimental work as well as plant data collected in this study. The simulated palm biomass blends through this study was validated with plant data from previous studies. Size reduction reduced moisture content significantly in the oil palm biomass namely EFB from 52 to 40 %. With size reduction, the calorific values of blends can increase by 34% and further improve the Net Energy Availability Value. The study suggests that an optimised blend from the oil palm biomass would further improve the calorific value. Through improved processing technology, the palm oil industry will continue to strive for sustainability development addressing both social and economic aspect simultaneously.
固体油棕生物质以空果束(EFB)、棕榈压榨纤维(PPF)、棕榈仁壳(PKS)、棕榈树干和叶子的形式被确定为马来西亚具有巨大潜力的可再生能源的主要来源之一。该行业的最新发展要求对棕榈生物质进行适当处理,使其产生清洁能源。棕榈生物质的处理之一是缩小尺寸,因为这将去除多余的水分和油。建立棕榈生物量对水分的大小和热值之间的相关性是至关重要的。通过建模和仿真,由EFB、PPF和PKS组成的棕榈生物质的优化混合物可以混合在一起,以提供最大的功率输出。通过实验工作和本研究收集的植物数据,确定了棕榈生物质的物理和热特性。通过本研究模拟的棕榈生物质混合物与先前研究的植物数据进行了验证。尺寸减小显著降低了油棕生物质的水分含量,即EFB从52%降至40%。随着粒径的减小,共混物的热值可提高34%,并进一步提高净能量可用值。该研究表明,油棕生物质的优化混合物将进一步提高热值。通过改进加工技术,棕榈油行业将继续努力实现可持续发展,同时解决社会和经济方面的问题。
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引用次数: 7
A 0.5 V class AB quasi FGMOS pseudo fully differential CMOS op-amp with rail-to-rail input/output swing 一种具有轨对轨输入/输出摆幅的0.5 V AB类准FGMOS伪全差分CMOS运放
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775556
Thawatchai Thongleam, A. Suadet, Arnon Kanjanop, Pratchayaporn Singhanath, Buncha Hirunsing, Weerasak Chuenta, V. Kasemsuwan
This paper presents a 0.5 V pseudo fully differential CMOS op-amp with rail-to-rail input/output swing. The circuit is designed based on class AB input and output stages. In the design, quasi FGMOS transistors are employed. The proposed amplifier is designed using 0.18 μm CMOS technology, and the simulation results show rail-to-rail input and output swings. The open-loop gain and gain-bandwidth product show 73.3 dB and 12.6 MHz. The CMRR is 73.2 dB (at 1 kHz) and the power consumption is 27.9 μW.
本文提出了一种具有轨对轨输入/输出摆幅的0.5 V伪全差分CMOS运放。该电路是基于AB类输入输出级设计的。在设计中,采用了准FGMOS晶体管。该放大器采用0.18 μm CMOS工艺设计,仿真结果显示出轨间输入和输出振荡。开环增益和增益带宽积分别为73.3 dB和12.6 MHz。CMRR为73.2 dB (1khz),功耗为27.9 μW。
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引用次数: 1
Retrofit of low-temperature gas separation section of an olefin plant 某烯烃装置低温气分离段改造
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775606
N. Tahouni, N. Bagheri, J. Towfighi, M. Panjeshahi
Retrofit and optimization of low-temperature gas separation processes is a challenging task owing to complicated interactions between the core process (separation columns), refrigeration cycles, and the associated heat exchanger network. In this paper, the performance of cold section of an olefin plant is optimized. A comprehensive screening of all effective changes using genetic algorithm suggests some retrofit modifications. Having incorporated the best operating column parameters along with available refrigeration levels, a 11.3% improvement in utility cost was achieved.
由于核心工艺(分离塔)、制冷循环和相关热交换器网络之间复杂的相互作用,低温气体分离工艺的改造和优化是一项具有挑战性的任务。本文对某烯烃装置冷段的性能进行了优化。使用遗传算法对所有有效变化进行全面筛选,建议进行一些改进修改。结合了最佳的操作塔参数以及可用的制冷水平,实现了11.3%的公用事业成本改善。
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引用次数: 2
A solution approach for the stochastic airport bus routing problem 机场巴士随机路线问题的一种求解方法
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775500
F. Ben Abdelaziz, Hatem Masri, Houda Alaya
In this paper we address the Stochastic Airport Bus Routing Problem (SABRP) where the availability of customers in the meeting points is randomly generated. We solve the problem by utilizing the stochastic programming recourse approach. The objective of our model is to minimize the cost of regular bus tours and the recourse cost when special taxis tours will be sent to specific customers.
在本文中,我们解决随机机场巴士路线问题(SABRP),其中顾客在会议点的可用性是随机产生的。我们利用随机规划资源方法来解决这个问题。我们的模型的目标是最小化常规巴士旅游的成本和当特殊的出租车旅游将被送到特定的客户时的追索成本。
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引用次数: 1
Application of neural network observer for on-line estimation of salient-pole synchronous generators' dynamic parameters using the operating data 神经网络观测器在显著极同步发电机动态参数在线估计中的应用
Pub Date : 2011-04-19 DOI: 10.1109/ICMSAO.2011.5775505
O. Shariati, A. Zin, M. Aghamohammadi
Parameter identification is critical for modern control strategies in electrical power systems which is considered both dynamic performance and energy efficiency. This paper presents a novel application of ANN observers in estimating and tracking Salient-Pole Synchronous Generator Dynamic Parameters using time-domain, on-line disturbance measurements. The data for training ANN Observers are obtained through off-line simulations of a salient-pole synchronous generator operating in a one-machine-infinite-bus environment. The Levenberg-Marquardt algorithm has been adopted and assimilated into the back-propagation learning algorithm for training feed-forward neural networks. The inputs of ANNs are organized in conformity with the results of the observability analysis of synchronous generator dynamic parameters in its dynamic behavior. A collection of ANNs with same inputs but different outputs are developed to determine a set of the dynamic parameters. The ANNs are employed to estimate the dynamic parameters by the measurements which are carried out within each kind of fault separately. The trained ANNs are tested with on-line measurements to identify the dynamic parameters. Simulation studies indicate the ANN observer has a great ability to identify the dynamic parameters of salient-pole synchronous generator. The results also show that the tests which have given better results in estimation of each dynamic parameter can be obtained.
电力系统既要考虑动态性能又要考虑能源效率,参数辨识是现代控制策略的关键。本文提出了一种基于时域在线扰动测量的人工神经网络观测器在估计和跟踪显著极同步发电机动态参数方面的新应用。训练人工神经网络观测器的数据是通过在单机无限总线环境下运行的凸极同步发电机的离线模拟获得的。Levenberg-Marquardt算法被引入到反向传播学习算法中,用于训练前馈神经网络。根据同步发电机动态特性参数的可观测性分析结果对人工神经网络的输入进行组织。开发了一组具有相同输入但不同输出的人工神经网络来确定一组动态参数。利用人工神经网络分别对每一类故障进行测量,估计其动态参数。对训练好的人工神经网络进行在线测试,以识别动态参数。仿真研究表明,该观测器对显著极同步发电机的动态参数具有较强的辨识能力。试验结果表明,该方法对各动态参数的估计效果较好。
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引用次数: 12
期刊
2011 Fourth International Conference on Modeling, Simulation and Applied Optimization
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