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Perception and Communication of Seismic Risk: Design and Implementation of a Functional Tool
, Article Natural Hazards Review ; Volume 19, Issue 2 , 2018 ; 15276988 (ISSN) ; Mahsuli, M ; Mortazavi, S. M. S ; Sharif University of Technology
American Society of Civil Engineers (ASCE)
2018
Abstract
A web-based system is designed and implemented as a risk communication tool to incentivize the public to take seismic risk mitigation measures. Risk denotes the expected monetary and social losses herein. The objective of this system is to raise the awareness of two audience groups, the general public and decision makers, about significant seismic risk in Iran. To address the general public, the system employs the notion of risk perception to put the results of sophisticated earthquake engineering risk analyses into perspective. The system also treats the epistemic uncertainty of user input due to the public's lack of technical knowledge through the notion of entropy in information theory....
Evaluation of transformer core contribution to partial discharge electromagnetic waves propagation
, Article International Journal of Electrical Power and Energy Systems ; Volume 83 , 2016 , Pages 40-48 ; 01420615 (ISSN) ; Saniei, M ; Vakilian, M ; Mortazavi, S. S ; Sharif University of Technology
Elsevier Ltd
2016
Abstract
Accurate Partial Discharge (PD) measurement requires the expansion of the measurement frequency range to Ultra High Frequency (UHF) band. For this it is needed to implement modern techniques when monitoring an important element of power system, such as power transformer. Different kind of experimental models, such as insulation defect models, and the complete transformer windings models are used to simulate the partial insulation failure situations which occur in a real transformer. However, since in these models, some kind of simplifications are employed which may result in an electromagnetic waves (EM) propagation pattern different from what exists in a real transformer and encounter...
Audio-visual speech recognition techniques in augmented reality environments
, Article Visual Computer ; Vol. 30, issue. 3 , March , 2014 , pp. 245-257 ; ISSN: 01782789 ; Ghorshi, S ; Mortazavi, M ; Sharif University of Technology
2014
Abstract
Many recent studies show that Augmented Reality (AR) and Automatic Speech Recognition (ASR) technologies can be used to help people with disabilities. Many of these studies have been performed only in their specialized field. Audio-Visual Speech Recognition (AVSR) is one of the advances in ASR technology that combines audio, video, and facial expressions to capture a narrator's voice. In this paper, we combine AR and AVSR technologies to make a new system to help deaf and hard-of-hearing people. Our proposed system can take a narrator's speech instantly and convert it into a readable text and show the text directly on an AR display. Therefore, in this system, deaf people can read the...
Using augmented reality and automatic speech recognition techniques to help deaf and hard of hearing people
, Article ACM International Conference Proceeding Series ; 2012 ; 9781450312431 (ISBN) ; Ghorshi, S ; Mortazavi, M ; Sharif University of Technology
2012
Abstract
Recently, many researches show Augmented Reality (AR) and Automatic Speech Recognition (ASR) can help people with disabilities. In this paper we implement an innovative system for helping deaf people by combining AR, ASR, and AVSR technologies. This system can instantly take narrator's speech and converts it into readable text and shows it directly on AR display. We show that our system's accuracy becomes over 85 percent on average, by using different ASR engines near using an AVSR engine in different noisy environments. We also show in a survey that more than 90 percent of deaf people on average need such system as assistant in portable devices, near using only text or only sign-language...
Combining augmented reality and speech technologies to help deaf and hard of hearing people
, Article Proceedings - 2012 14th Symposium on Virtual and Augmented Reality, SVR 2012 ; 2012 , Pages 174-181 ; 9780769547251 (ISBN) ; Ghorshi, S ; Mortazavi, M ; Sharif University of Technology
2012
Abstract
Augmented Reality (AR), Automatic Speech Recognition (ASR) and Text-to-Speech Synthesis (TTS) can be used to help people with disabilities. In this paper, we combine these technologies to make a new system for helping deaf people. This system can take the narrator's speech and convert it into a readable text and show it directly on AR display. To improve the accuracy of the system, we use Audio-Visual Speech Recognition (AVSR) as a backup for the ASR engine in noisy environments. In addition, we use the TTS system to make our system more usable for deaf people. The results of testing the system show that its accuracy is over 85 percent on average in different places. Also, the result of a...
Packet loss replacement in VoIP using a low-order recursive linear prediction method
, Article Canadian Conference on Electrical and Computer Engineering, 8 May 2011 through 11 May 2011 ; May , 2011 , Pages 000292-000295 ; 08407789 (ISSN) ; 9781424497898 (ISBN) ; Ghorshi, S ; Mortazavi, M ; Pasha, S ; Sharif University of Technology
2011
Abstract
In real-time packet-based communication systems, one major problem is misrouted or delayed packets which results in degraded perceived voice quality. If packets are not available on time, the packet is known as lost packet. The easiest task of a network terminal receiver is to replace silence for the duration of lost speech segments. In a high quality communication system, to avoid quality reduction due to packet loss, a suitable method and/or algorithm is needed to replace the missing segments of speech. In this paper, we introduce a low order recursive linear prediction method for replacement of lost speech segment. In this method a normalized least mean square (NLMS) as an adaptive filter...
Using RLS adaptive algorithm for packet loss replacement in VOIP
, Article Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011, 18 July 2011 through 21 July 2011 ; Volume 2 , July , 2011 , Pages 753-756 ; 9781601321916 (ISBN) ; Ghorshi, S ; Mortazavi, M ; Sharif University of Technology
2011
Abstract
In this paper, a low order recursive linear prediction method and recursive least square as an adaptive filter (LP-RLS) are introduced to predict the speech and the excitation signals. In real-time packet-based communication systems, one major problem is misrouted or delayed packets which results in degraded perceived voice quality. If packets are not available on time, the packet is known as lost packet. The easiest task of a network terminal receiver is to replace silence for the duration of lost speech segments. In a high quality communication system, to avoid quality reduction due to packet loss, a suitable method and/or algorithm is needed to replace the missing segments of speech. The...
Reconstruction of tomographic medical images using Kalman filter approach
, Article Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2011, 18 July 2011 through 21 July 2011 ; Volume 1 , July , 2011 , Pages 236-240 ; 9781601321916 (ISBN) ; Ghorshi, S ; Mortazavi, M ; Sharif University of Technology
2011
Abstract
Medical images contain information about vital organic tissues inside of human body and are widely used for diagnoses of disease or for surgical purposes. Image reconstruction is essential for medical images for some applications such as suppression of noise or de-blurring the image to provide images with better quality and contrast. In this paper Kalman filter technique is introduced for medical image reconstruction. This technique is operated in time domain unlike the filtered back projection which operates in frequency domain. Results indicated that as the number of projection increases in both the collected ray sum corrupted by noise and by blurring the quality of reconstructed image...
Efficient batch-mode mixing and flow patterns in a microfluidic centrifugal platform: a numerical and experimental study
, Article Microsystem Technologies ; 2016 , Pages 1-13 ; 09467076 (ISSN) ; Tirandazi, P ; Normandie, M ; Saidi, M. S ; Sharif University of Technology
Springer Verlag
2016
Abstract
During recent years centrifugal-based microfluidic devices known as Lab-on-a-CD have attracted a lot of attentions. Applications of these CD-based platforms are ubiquitous in numerous biological analyses and chemical syntheses. Mixing of different species in microscale is one of the essential operations in biochemical applications where this seemingly simple task remains a major obstruction. Application of centrifugal force, however, may significantly improve the flow agitation and mixing, especially when it is combined with the Coriolis force which acts perpendicular to centrifugal force. In this study, mixing process in minichambers located on a rotating platform under a periodic...
Efficient batch-mode mixing and flow patterns in a microfluidic centrifugal platform: a numerical and experimental study
, Article Microsystem Technologies ; Volume 23, Issue 7 , 2017 , Pages 2767-2779 ; 09467076 (ISSN) ; Tirandazi, P ; Normandie, M ; Saidi, M. S ; Sharif University of Technology
2017
Abstract
During recent years centrifugal-based microfluidic devices known as Lab-on-a-CD have attracted a lot of attentions. Applications of these CD-based platforms are ubiquitous in numerous biological analyses and chemical syntheses. Mixing of different species in microscale is one of the essential operations in biochemical applications where this seemingly simple task remains a major obstruction. Application of centrifugal force, however, may significantly improve the flow agitation and mixing, especially when it is combined with the Coriolis force which acts perpendicular to centrifugal force. In this study, mixing process in minichambers located on a rotating platform under a periodic...
Maximum WSN coverage in environments of heterogeneous path loss
, Article International Journal of Sensor Networks ; Volume 16, Issue 3 , 1 January , 2014 , Pages 185-198 ; ISSN: 17481279 ; Salehe, M ; MacGregor, M. H ; Sharif University of Technology
2014
Abstract
We study wireless sensor network (WSN) node placement in an environment where RF signal losses vary with position. This reflects real-world outdoor environments where vegetation and topography cause nonuniform path loss. Many techniques that solve for a variety of objective functions subject to various constraints have previously been proposed for node placement. However, many of these methods make simplifying assumptions such as all nodes having the same transmission range. Our goal is to take the insights and approaches of this previouswork and extend it to real-world environments. The present work assumes we have a map that quantifies the path loss behaviour of the real environment. Based...
Accurate power transformer PD pattern recognition via its model
, Article IET Science, Measurement and Technology ; Volume 10, Issue 7 , 2016 , Pages 745-753 ; 17518822 (ISSN) ; Sanie, M ; Vakilian, M ; Mortazavi, S. S ; Parvin, V ; Sharif University of Technology
Institution of Engineering and Technology
2016
Abstract
In this study, a transformer model is proposed to simulate the behaviour of a real transformer, under presence ofdifferent types of defects which contribute to partial discharge (PD) generation, as closely as possible. Five different typesof defects (scratch on winding insulation, bubble in oil, moisture in insulation paper, very small free metal particle intransformer tank and fixed sharp metal point on transformer tank) are implemented artificially into these transformermodels to investigate the resultant PD current signal magnitude and characteristics. Time-domain PD currentwaveforms are recorded on those transformer models which have one type of those defects. The resultant statisticalPD...
Optimal energy sharing for cooperative relaying in a random access network with energy harvesting nodes
, Article IEEE Transactions on Green Communications and Networking ; Volume 5, Issue 1 , 2021 , Pages 231-242 ; 24732400 (ISSN) ; Ashtiani, F ; Mirmohseni, M ; Sharif University of Technology
Institute of Electrical and Electronics Engineers Inc
2021
Abstract
In this article, we consider an energy harvesting cooperative network comprised of two data sources and one relay. All nodes transmit based on a predefined slotted Aloha protocol in a random access environment. The main challenge we study is to find how the relay node must share its energy between two sources to optimize their QoS metrics, i.e., throughput and average transmission delay (ATD), separately. Thus, according to our multi-source scenario, we encounter a multi-objective optimization problem (MOOP). Since the relay does not prioritize between two sources, in order to solve the MOOP, we optimize equal-weight linear aggregation of the QoS metrics of two sources. Interestingly, we...
A Kalman filter technique applied for medical image reconstruction
, Article International Multi-Conference on Systems, Signals and Devices, SSD'11 - Summary Proceedings, 22 March 2011 through 25 March 2011, Sousse ; 2011 ; 9781457704130 (ISBN) ; Ghorshi, S ; Manzuri, M. T ; Mortazavi, M ; Sharif University of Technology
2011
Abstract
Medical images contain information about vital organic tissues inside of human body and are widely used for diagnoses of disease or for surgical purposes. Due to vital rule of image reconstruction in medical sciences the corresponding algorithms with better efficiency and higher speed is desirable. Most algorithms in image reconstruction are operated on frequency domain such as filtered back projection. In this paper, a Kalman filter technique which is operated in time domain is introduced for reconstruction of CT medical images. Results indicated that as the number of projection increases in both normal collected ray sum and the collected ray sum corrupted by noise the quality of...
An efficient partial discharge pattern recognition method using texture analysis for transformer defect models
, Article International Transactions on Electrical Energy Systems ; Volume 28, Issue 7 , February , 2018 ; 20507038 (ISSN) ; Saniei, M ; Vakilian, M ; Mortazavi, S. S ; Parvin Darabad, V ; Sharif University of Technology
John Wiley and Sons Ltd
2018
Abstract
Partial discharge (PD) measurement is one of the best methods for condition monitoring of transformers. In this paper, we use 5 different types of defects as follows: scratch on winding insulation, bubble in oil, moisture in insulation paper, a very small free metal particle in the transformer tank, and a fixed sharp metal point on the transformer tank, for our PD-related studies. Each type of defect is implemented into 1 of the 5 identical transformer models, which had been developed in the authors' recent work. The continuous wavelet transform is applied to each related measured time-domain PD signals. This process results in an image, for each PD pulse in the time-frequency domain. Using...
Comparison study between dyadic wavelet transform and modified higher order moment
, Article Proceedings of SPIE - The International Society for Optical Engineering ; Volume 8285 , 2011 ; 0277786X (ISSN) ; 9780819489326 (ISBN) ; Ghorshi, S ; Mortazavi, M ; Sepehrband, F ; Sharif University of Technology
2011
Abstract
Pitch detection is the process of determining the period of the vocal cords closure or in another word the time duration of one glottal closed, open and returning phase. Dyadic wavelets transform (DyWT) and modified higher order moment, are two pitch detection methods. DyWT is an accurate pitch detection method, however it has less accuracy compared to modified higher order moment. On the other hand modified higher order moment has high computational complexity and is time consuming. The DyWT pitch period detection is based on a two pass dyadic wavelet transform over a signal. Modified higher order moment is based on autocorrelation function (ACF) and in this method the speech signal has...
Pitch extraction using dyadic wavelet transform and modified higher order moment
, Article International Conference on Communication Technology Proceedings, ICCT, 11 November 2010 through 14 November 2010, Nanjing ; 2010 , Pages 833-836 ; 9781424468690 (ISBN) ; Ghorshi, S ; Mortazavi, M ; Sepehrband, F ; Sharif University of Technology
2010
Abstract
Pitch detection is the process of determining the period of the vocal cords closure or in another word the time duration of one glottal closed, open and returning phase. Dyadic wavelets transform (DyWT) and modified higher order moment, which is based on the autocorrelation function, are two pitch detection methods. DyWT is an accurate pitch detection method, however it has less accuracy compared to modified higher order moment. On the other hand modified higher order moment has high computational complexity and is time consuming. In this paper, we propose a pitch detection method based on DyWT which has use modified higher order moment. Modified higher order moment is applied only in some...
A Pareto optimal multi-objective optimization for a horizontal axis wind turbine blade airfoil sections utilizing exergy analysis and neural networks
, Article Journal of Wind Engineering and Industrial Aerodynamics ; Volume 136 , January , 2015 , Pages 62-72 ; 01676105 (ISSN) ; Soltani, M. R ; Motieyan, H ; Sharif University of Technology
Elsevier
2015
Abstract
In this study a multi-objective genetic algorithm is utilized to obtain a Pareto optimal set of solutions for geometrical characteristics of airfoil sections for 10-meter blades of a horizontal axis wind turbine. The performance of the airfoil sections during the process of energy conversion is evaluated deploying a 2D incompressible unsteady CFD solver and the second law analysis. Artificial neural networks are trained employing CFD obtained data sets to represent objective functions in an algorithm which implements exergetic performance and integrity characteristics as optimization objectives. The results show that utilizing the second law approach along with Pareto optimality concept...
Modeling non-isothermal two-phase fluid flow with phase change in deformable fractured porous media using extended finite element method
, Article International Journal for Numerical Methods in Engineering ; Volume 122, Issue 16 , April , 2021 , Pages 4378-4426 ; 00295981 (ISSN) ; Amini, D ; Mortazavi, M. S ; Sharif University of Technology
John Wiley and Sons Ltd
2021
Abstract
In this article, a computational model is presented for the analysis of coupled thermo-hydro-mechanical process with phase change (evaporation/condensation) in fractured porous media in order to model multiphase fluid flows, heat transfer, and discontinuous deformation by employing the extended finite element method. The ideal gas law and Dalton's law are employed to consider vapor and dry air as miscible gases. To take into account the phase change, latent heat and specific vapor enthalpy are incorporated into the physical model. The set of governing equations consists of linear momentum for the solid-phase, energy balance equation and mass conservation equations of water species (liquid...
Synthesis and characterization of polyamide membrane for the separation of acetic acid from water using RO process
, Article Membrane Water Treatment ; Volume 8, Issue 4 , 2017 , Pages 323-336 ; 20058624 (ISSN) ; Mousavi, S. A ; Mortazavi, S. S ; Sadeghi, M ; Bastani, D ; Sharif University of Technology
Techno Press
2017
Abstract
The main challenge in many applications of acetic acid is acid dehydration and its recovery from wastewater streams. Therefore, the performance of polyamide thin film composite is evaluated to separate acetic acid from water. To reach this goal, the formation of polyamide layer on polysulfone support membrane was investigated via interfacial polymerization (IP) of meta-phenylenediamine (MPD) in water with trimesoyl chloride (TMC) in hexane. Also, the effect of synthesis conditions, such as concentration of monomers and curing temperature on separation of acetic acid from water were investigated by reverse osmosis process. Moreover, the separation mechanism was discussed. The solute...