2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT)最新文献_第3页

Addressing Parameter Variation Of PMSM Drive With Multi Network Policy Based Control For Electric Vehicle Application 基于多网络策略控制的电动汽车永磁同步电机驱动参数变化寻址

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938188

Shubham Bhosale, Sukanta Halder, Soumava Bhattacharjee, Mousam Ghosh, Debojit Biswas

{"title":"Addressing Parameter Variation Of PMSM Drive With Multi Network Policy Based Control For Electric Vehicle Application","authors":"Shubham Bhosale, Sukanta Halder, Soumava Bhattacharjee, Mousam Ghosh, Debojit Biswas","doi":"10.1109/GlobConPT57482.2022.9938188","DOIUrl":"https://doi.org/10.1109/GlobConPT57482.2022.9938188","url":null,"abstract":"Since the advancement of DRL algorithms in the last decade, there is an increased focus on their application in several different fields like autonomous driving, health data monitoring, NLP, image processing, etc. Likewise a subset of these algorithms have found application in replacing the traditional control techniques, with improved performance and efficiency. PMSM drives utilized for traction application in modern day electric vehicles require a highly accurate control scheme. The performance of the controller directly contributes to the performance and efficiency of the entire system. The drawback of PMSM drives is the nonlinearity and that its parameters are dynamic in nature. The controller used in traditional control techniques (PI, PID controller) have good control action for system which are linear and time invariant. As mentioned the PMSM does have a parameter variation issue which results due to the change in ambient condition like temperature, humidity, pressure, etc. The control efficiency of traditional controller diminishes with change in parameters of the system. Hence to address these issues we adopt the FOC technique with an actor-critic agent based controller. The actor critic agent is trained with multi network policy based control algorithm. In this paper we compare and discuss the control action of a traditional control vs RL based control.","PeriodicalId":431406,"journal":{"name":"2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124275629","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

Next Word Prediction Using Deep Learning 使用深度学习的下一个单词预测

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938153

Aditya Tiwari, N. Sengar, Vrinda Yadav

引用次数: 4

Pulse splitting cum width control for transient handling of LLC Resonant Converter LLC谐振变换器瞬态处理的脉冲劈裂及宽度控制

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938336

Prajeet Shukla, V. Verma

引用次数: 0

A Bidirectional Battery Charger for a Wide Range of Electric Vehicles 一种适用于各种电动汽车的双向电池充电器

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938288

Utsav Sharma, Bhim Singh

引用次数: 0

Modified Protection Algorithm for Shunt Compensated Doubly-fed Line against Phase-to-ground Fault 并联补偿双馈线路对相地故障的改进保护算法

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938326

A. Jani, V. Makwana

{"title":"Modified Protection Algorithm for Shunt Compensated Doubly-fed Line against Phase-to-ground Fault","authors":"A. Jani, V. Makwana","doi":"10.1109/GlobConPT57482.2022.9938326","DOIUrl":"https://doi.org/10.1109/GlobConPT57482.2022.9938326","url":null,"abstract":"Traditional digital distance relaying scheme is used to protect the transmission lines against various abnormal conditions/faults. In this paper, the authors have discussed the adverse effects of fault and system parameters, such as fault resistance, fault location, power transfer angle etc., on the performance of the protection scheme. Further, a modified protection algorithm is developed to mitigate the effect of weak sources/non-homogeneous network on the protection of shunt-compensated doubly-fed transmission line. It also improves the performance of the protection scheme during all the aforesaid variations in system and fault parameters. The modified protection scheme is based on the mathematical analysis of the sequence components of voltage, current and impedance of the network components. An equivalent impedance vector for each of the above-stated fault and system parameters is obtained and the relationship between these vectors is represented in vectorial form. With the help of this vector diagram and the mathematical analysis, the actual impedance of faulted part of the line is calculated. Since the algorithm is derived mathematically, it is simple to understand and user-friendly. A negligible error is observed while simulating the modified protection algorithm considering all the severe variations in fault and system parameters. MATLAB/Simulink software is used to verify the developed algorithm using 50 Hz frequency of the power system.","PeriodicalId":431406,"journal":{"name":"2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128950746","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

Analysis of Type-2 Fuzzy IλDμ-P Controller for LFC with Communication Delay 具有通信延迟的LFCⅱ型模糊i - λ μ- p控制器分析

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938319

Pulakraj Aryan, G. Raja

{"title":"Analysis of Type-2 Fuzzy IλDμ-P Controller for LFC with Communication Delay","authors":"Pulakraj Aryan, G. Raja","doi":"10.1109/GlobConPT57482.2022.9938319","DOIUrl":"https://doi.org/10.1109/GlobConPT57482.2022.9938319","url":null,"abstract":"Uncertainties associated with the modern power system (PS) due to fluctuating load demand as well as the intermittent nature of renewable sources require formidable control requirements. Type-2 fuzzy (T2F) controllers with their extra-dimensional membership function are better suited to handle these uncertainties to provide frequency regulation of multi-area PSs. Combined with the benefits of fractional calculus, T2F can be further enhanced. In this work, a novel T2F fractional-order-integral-derivative plus proportional (T2FIλDμ-P) controller is suggested for the load frequency control of a two-area deregulated PS having multiple generating units including renewables. The considered PS has thermal, gas and distributed renewable sources such as the solar photovoltaic (PV) and wind turbine generation as the generating units. The suggested T2FIλDμ-P controller is optimally tuned with the equilibrium optimizer. The investigated PS is applied with step interference to analyze the performance of the suggested control scheme in comparison to other prevalent controllers and optimization algorithms. A bode-instituted stability investigation is presented for the controlled system.","PeriodicalId":431406,"journal":{"name":"2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131056751","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 IoT-based Multifunctional Fire Extinguishing Robot for Industrial & Residential Safety 一种基于物联网的工业和住宅安全多功能灭火机器人

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938217

Pullock Deb Nath, Abdullah Al Mamun, Aparna Das, Sajjadul Islam Nader, Gulam Mahfuz Chowdhury

引用次数: 0

Comparative Fault Ride Through Assessment between Grid-following and Grid-forming Control for Weak Grids Integration 弱电网集成中电网跟随与成网控制的故障穿越性比较

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938233

Minyang Wang, K. Meng, Li Yu, Liang Yuan, Zheng Liang

{"title":"Comparative Fault Ride Through Assessment between Grid-following and Grid-forming Control for Weak Grids Integration","authors":"Minyang Wang, K. Meng, Li Yu, Liang Yuan, Zheng Liang","doi":"10.1109/GlobConPT57482.2022.9938233","DOIUrl":"https://doi.org/10.1109/GlobConPT57482.2022.9938233","url":null,"abstract":"The increasing penetration of renewable energy results in the grid strength to reduce, and the short circuit ratio (SCR) of the power grid decreases, which causes interference to the traditional power system's operation under a steady state. In order to mitigate such problems, the grid- forming (GF) inverter has been proposed, which is able to provide frequency support during disturbances. The configuration of different types of grid-forming control has been proposed, and their dynamic performances have been thoroughly researched. To further study the fault ride-through (FRT) capability during a three-phase balanced short-circuit fault and compare the dynamic difference between grid- following (GL) and grid-forming control, a theoretical analysis of the inverter using different control methods is conducted. The outcome demonstrates in grid-following control, large frequency variations will occur during and after the fault, while the grid-forming control has small frequency variations, it has better fault ride-through capability and is suitable to operate under a weak grid. Finally, electromagnetic transient simulations are carried out in PSCAD to verify the conclusions.","PeriodicalId":431406,"journal":{"name":"2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130817287","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

A new Machine Learning based Approach for Power System State Forecasting 基于机器学习的电力系统状态预测新方法

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938156

S. Singh, A. Thakur, S. P. Singh

{"title":"A new Machine Learning based Approach for Power System State Forecasting","authors":"S. Singh, A. Thakur, S. P. Singh","doi":"10.1109/GlobConPT57482.2022.9938156","DOIUrl":"https://doi.org/10.1109/GlobConPT57482.2022.9938156","url":null,"abstract":"State estimation in power systems is utilized to provide an ongoing data set for controlling and observing power systems' performance. There are a few traditional methods like Weighted Least Square (WLS), Weighted Least Average Value (WLAV), and settled utilizing iterative techniques, for example, Gauss-Newton methods. However, these techniques are sensitive to the operating conditions of power systems and uncertainties associated with Renewable Energy Systems (RESs). These techniques yield poor results in the presence of missing data arising out of unreliable communication networks and false data injection, as in the case of a cyber-attack. This paper proposes Bi-directional LSTM (BiLSTM) based Machine Learning method to forecast the state values of power systems. The BiLSTM model utilizes forward and backward layers, having bidirectional memory, making it capable of estimating both past and future hidden layers data. This paper investigates the performance of the proposed method studied on different test system datasets. The efficacy of the proposed method is investigated by comparing the obtained results with other Machine Learning techniques results in the literature. Further, the BiLSTM model's robustness for state estimation is analyzed in the presence of Gaussian noise and missing data points.","PeriodicalId":431406,"journal":{"name":"2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127821552","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

Determination of Measurement based Air Conditioner Load Models 基于测量的空调负荷模型的确定

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) Pub Date : 2022-09-23 DOI: 10.1109/GlobConPT57482.2022.9938272

S. Singh, A. Thakur, S. Singh, Smita Singh, Sneha Priyadarshi

引用次数: 0