• Title/Summary/Keyword: SVC security

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Emotion Recognition of Low Resource (Sindhi) Language Using Machine Learning

  • Ahmed, Tanveer;Memon, Sajjad Ali;Hussain, Saqib;Tanwani, Amer;Sadat, Ahmed
    • International Journal of Computer Science & Network Security
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    • v.21 no.8
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    • pp.369-376
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    • 2021
  • One of the most active areas of research in the field of affective computing and signal processing is emotion recognition. This paper proposes emotion recognition of low-resource (Sindhi) language. This work's uniqueness is that it examines the emotions of languages for which there is currently no publicly accessible dataset. The proposed effort has provided a dataset named MAVDESS (Mehran Audio-Visual Dataset Mehran Audio-Visual Database of Emotional Speech in Sindhi) for the academic community of a significant Sindhi language that is mainly spoken in Pakistan; however, no generic data for such languages is accessible in machine learning except few. Furthermore, the analysis of various emotions of Sindhi language in MAVDESS has been carried out to annotate the emotions using line features such as pitch, volume, and base, as well as toolkits such as OpenSmile, Scikit-Learn, and some important classification schemes such as LR, SVC, DT, and KNN, which will be further classified and computed to the machine via Python language for training a machine. Meanwhile, the dataset can be accessed in future via https://doi.org/10.5281/zenodo.5213073.

OPF with Environmental Constraints with Multi Shunt Dynamic Controllers using Decomposed Parallel GA: Application to the Algerian Network

  • Mahdad, B.;Bouktir, T.;Srairi, K.
    • Journal of Electrical Engineering and Technology
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    • v.4 no.1
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    • pp.55-65
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    • 2009
  • Due to the rapid increase of electricity demand, consideration of environmental constraints in optimal power flow (OPF) problems is increasingly important. In Algeria, up to 90% of electricity is produced by thermal generators (vapor, gas). In order to keep the emission of gaseous pollutants like sulfur dioxide (SO2) and Nitrogen (NO2) under the admissible ecological limits, many conventional and global optimization methods have been proposed to study the trade-off relation between fuel cost and emissions. This paper presents an efficient decomposed Parallel GA to solve the multi-objective environmental/economic dispatch problem. At the decomposed stage the length of the original chromosome is reduced successively and adapted to the topology of the new partition. Two subproblems are proposed: the first subproblem is related to the active power planning to minimize the total fuel cost, and the second subproblem is a reactive power planning design based in practical rules to make fine corrections to the voltage deviation and reactive power violation using a specified number of shunt dynamic compensators named Static Var Compensators (SVC). To validate the robustness of the proposed approach, the algorithm proposed was tested on the Algerian 59-bus network test and compared with conventional methods and with global optimization methods (GA, FGA, and ACO). The results show that the approach proposed can converge to the near solution and obtain a competitive solution at a critical situation and within a reasonable time.

Fitness Sharing Particle Swarm Optimization Approach to FACTS Installation for Transmission System Loadability Enhancement

  • Chang, Ya-Chin
    • Journal of Electrical Engineering and Technology
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    • v.8 no.1
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    • pp.31-39
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    • 2013
  • Proper installation of Flexible AC Transmission Systems (FACTS) devices in existing transmission networks can enable power systems to accommodate more power transfer with less network expansion cost. The problem to maximize transmission system loadability by determining optimal locations and settings for installations of two types of FACTS devices, namely static var compensator (SVC) and thyristor controlled series compensator (TCSC), is formulated as a mixed discrete-continuous nonlinear optimization problem (MDCP). For solving the MDCP, in the paper, the proposed method with fitness sharing technique involved in the updating process of the particle swarm optimization (PSO) algorithm, can diversify the particles over the search regions as much as possible, making it possible to achieve the optimal solution with a big probability. The modified IEEE-14 bus network and a practical power system are used to validate the proposed method.

An Efficient Protection Method for Scalable Content in IPTV (IPTV에서 확장성 있는 콘텐츠의 보호 방법)

  • Yong, Seung-Lim;Cho, Tae-Nam
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2010.07a
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    • pp.273-276
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    • 2010
  • IPTV에서는 제공되는 컨텐츠에 대해 정당한 사용자만이 접근할 수 있도록 CAS를 사용한다. 사용자들의 네트워크 환경이 다양해지고 소유한 단말기도 성능과 규격이 다양화됨에 따라 사용자의 환경에 따라 수신할 수 있는 확장성 있는 비디오 코딩 방법들이 제시되고 있다. 이러한 방법으로 코딩된 컨텐츠를 CAS를 이용한 IPTV 환경에서 보호하기 위해서는 적절한 보호 기법이 요구된다. 본 논문에서는 최근 각광받고 있는 IPTV에서 확장성 있는 컨텐츠에 대한 수신 제한 기법을 제안하고자 한다.

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DYNAMIC VOLTAGE COLLAPSE ANALYZED BY INDUCTION MOTOR MODEL II (유도기모델을 사용한 동적 전압 안정도 해석II)

  • Kim, Y.B.;Kim, Geon-Jung;Kim, Won-Gyeom;Jeong, Tae-Ho;Chu, Jin-Bu;Lee, Sang-Jung
    • Proceedings of the KIEE Conference
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    • 1993.07a
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    • pp.171-173
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    • 1993
  • This paper deals with a methodology of the dynamic voltage stability analysis. The several physical power system constraints e.q upper and lower lomit of SVC and OLTC are considered. The proposed equivalent load model is the combination induction motor and impedance load. The variation of System voltages and equivalent induction motor slips for actual power systems are simulated and plotted in this paper.

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STATCOM Helps to Guarantee a Stable System

  • Andersen, B.R;Gemmell, B.D.;Horwill, C.;Hanson, D.J.
    • Journal of Power Electronics
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    • v.1 no.2
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    • pp.65-70
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    • 2001
  • Transmission System Operators are governed by operational security standards that are applied in real time. During system disturbances, the System Operators must rely on the installed protection and control equipment, prior to human intervention. New power electronic solutions bring rapid and repeatable responses to disturbances, which will help System Operators to guarantee a stable system. Last year, Alstom completed the world's first competitively bid STATCOM to support the voltage on National Grid's 400kV network that supplies London and the Southeast from the north of the UK. It is rated ${\pm}75MVAr$ and forms part of a Static Var System (SVS) with a total rating of 0 to 225MVAr. This paper will describe the reasons for its size, location, its chain-link configuration and give examples of its operating performance. The paper will also describe the features that allow this STATCOM to deliver much more than reactive compensation in support of a wider transmission service objective, as system conditions require.

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A Study on the Dynamic Voltage Stability Considering the Power System Security Control (계통(系統)의 안전성(安全性) 제어(制御)를 고려(考慮)한 동적(動的) 전압안정도(電壓安定度)에 관(關)한 연구(硏究))

  • Lee, Geun-Joon;Hwang, Jong-Young;Lee, Gil-Soon;Jeong, Tay-Ho;Kim, Keon-Jung;Kim, Yong-Bae
    • Proceedings of the KIEE Conference
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    • 1994.11a
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    • pp.54-60
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    • 1994
  • The cause of black out of Tokyo Power in 1987 has been identified as the voltage stability problem. After this event many researchers has been interested in voltage stability or voltage collapse phenomena. The voltage instability is different Com the transient stability in the sense of reactive power mismatch and the long duration time. In this study, we developed efficient tool for analyze and control the dynamic voltage instability. To analize specific condition of dynamic voltage stability, quasi-dynamic simulation method is developed. To provide proper mathmatical model for dynamic voltage stability, generator, SVC, OLTC, induction motor models are introducted. To provide specified dynamic voltage stability, the authors considered to use reactive loss function(${\partial}Q/{\partial}p_L$) as reactive power facility control index. This program was tested and identified its usefulness in real KEPCO system.

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