SAE International Journal of Passenger Cars-Electronic and Electrical Systems最新文献_第7页

Modeling of a photovoltaic array in MATLAB simulink and maximum power point tracking using neural network 基于MATLAB simulink的光伏阵列建模与最大功率点神经网络跟踪

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-07-24 DOI: 10.15406/eetoaj.2018.02.00019

Jobeda J. Khanam, S. Foo

{"title":"Modeling of a photovoltaic array in MATLAB simulink and maximum power point tracking using neural network","authors":"Jobeda J. Khanam, S. Foo","doi":"10.15406/eetoaj.2018.02.00019","DOIUrl":"https://doi.org/10.15406/eetoaj.2018.02.00019","url":null,"abstract":"Maximum Power Point Tracking (MPPT) is very useful tool in PV application. Solar radiation and temperature are the main factor for which the electric power supplied by a photovoltaic system varies. The voltage at which PV module can produce maximum power is called ‘maximum power point’ (or peak power voltage).1–3 The main principle of MPPT is responsible for extracting the maximum possible power from the photovoltaic and feed it to the load via dc to dc converter which steps up/steps down the voltage to required magnitude. Various MPPT techniques have been used in past but Perturb & Observe (P&O) algorithm is most widely accepted.4–6 P&O algorithm has also been shown to provide wrong tracking with rapidly varying irradiance.7–10 In this paper we are implemented neural network based MPPT method. Artificial Neural Network (ANN) is an artificial network that can able to mimic the human biological neural networks behavior. ANN widely used in modeling complex relationships between inputs and outputs in nonlinear systems. ANN can also be defined as parallel distributed information processing structure. The ANN consists of inputs, and at least one hidden layer and one output layer. These layers have processing elements which are called neurons interconnected together. To calculate error contribution of each neuron after a batch of data processing a method called ‘back propagation’ is used. Back propagation is commonly used by the gradient descent optimization algorithm to adjust the weight of neurons by calculating the gradient of the loss function. This technique is also called back propagation error. This is because the error is calculated at the output and circulated back through the network layers.11 Mathematical solar array modeling","PeriodicalId":44634,"journal":{"name":"SAE International Journal of Passenger Cars-Electronic and Electrical Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82646128","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: 24

UHF Band-Pass Filter Based on Parallel Coupled Resonators 基于并联耦合谐振器的超高频带通滤波器

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-07-19 DOI: 10.4172/2325-9833.1000163

M. Belattar, M. Lashab, Abdelaziz Benhabrou

引用次数: 0

Effect of Geometry Generator Variation Design 12 Slot 8 Pole on Power Efficiency Design 发电机几何变化设计对12槽8极功率效率设计的影响

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-06-30 DOI: 10.4172/2325-9833.1000161

J. Windarto, Sudjadi, Karnoto, T. Sukmadi, I. Santoso, A. Desmiarti

引用次数: 2

Improved UPFC Controller Based on Lyapunov Theory for Power Flow Control and DC Voltage Regulation 基于李雅普诺夫理论的UPFC功率流控制及直流稳压改进

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-05-25 DOI: 10.4172/2325-9833.1000157

René Fochie Kuate, G. Kenné, A. M. Fombu, A. Cheukem, H. Fotsin

引用次数: 0

A Hybrid Approach Based on GA and Monte Carlo Simulation for Improvement of the System Power Factor by DG and STATCOM in Distribution Systems 基于遗传算法和蒙特卡罗仿真的配电系统DG和STATCOM系统功率因数改进混合方法

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-05-15 DOI: 10.4172/2325-9833.1000152

B. Singh, A. Pratap

{"title":"A Hybrid Approach Based on GA and Monte Carlo Simulation for Improvement of the System Power Factor by DG and STATCOM in Distribution Systems","authors":"B. Singh, A. Pratap","doi":"10.4172/2325-9833.1000152","DOIUrl":"https://doi.org/10.4172/2325-9833.1000152","url":null,"abstract":"This paper presents a hybrid approach based on Genetic Algorithms (GA) and Monte Carlo Simulartion (MCS) are used as a optimization technique of objective function such as minimization of real power loss of the system for improvement of the system power factor by distributed generations (DG) (such as T2 operating at different power factors i.e.0.91, 0.92, 0.94, 0.96 and 0.98 leading, respectively) and incorporated static synchronous compensator (STATCOM) with different load models (DLMs) such as constant, industrial, residential, commercial and reference load models in distribution systems from minimum total real power loss of the system viewpoint. In this paper, T2 type of DG is considered on the basis of real and reactive power deliviered/absorbed characteristics from the system bus. DG incorporated with STATCOM can be working in different modes of operations such as generating, floating and load modes, respectively in distribution systems with different loading conditions. The proposed methdology has been tested for IEEE-16 bus test system. This work is very much useful for reseachers and scientific persons regarding the improvement of the system power factor by DG and STATCOM with different load models (DLMs) in the distribution systems from minimization of real power loss of the system. This work also helpful for people working in the field of renewable energy sources.","PeriodicalId":44634,"journal":{"name":"SAE International Journal of Passenger Cars-Electronic and Electrical Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82762545","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 Study of Travelling Wave Fault Location 行波故障定位的研究

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-05-10 DOI: 10.4172/2325-9833.1000153

Baig Aa, Yang Xx

{"title":"A Study of Travelling Wave Fault Location","authors":"Baig Aa, Yang Xx","doi":"10.4172/2325-9833.1000153","DOIUrl":"https://doi.org/10.4172/2325-9833.1000153","url":null,"abstract":"In the present modern era with the development of power systems, fast and accurate faults locations becoming more and more important. Power grids produce transient travelling wave signals, which transmit along the transmission line to each substation with the speed approaching the velocity of light. Using the exact arrival time of the fault traveling wave and the waveform characteristics recorded at each substation, the traveling wave based fault location and protection can be realized. The fault location has high precision, and the protection has fast action speed. So, current transformer saturation low frequency oscillation and fault resistance cannot influence it. \u0000Fault location device (FLD) is installed at each substation in power grid, and travelling wave host computer is installed in control center. When a fault occurs, FLD records the switch operation information and the arrival time of the travelling wave, the information is then transmitted to the host computer. Lightning strike fault location method can only locate the fault caused by lightning, and it hardly satisfies the operation requirements in power system. Travelling wave fault location method with GPS is simple and with high precision, it has been applied in extra-high-voltage.","PeriodicalId":44634,"journal":{"name":"SAE International Journal of Passenger Cars-Electronic and Electrical Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79235069","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

Photovoltaic Power Tracking Techniques with Intelligent Prediction 基于智能预测的光伏电力跟踪技术

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-05-10 DOI: 10.4172/2325-9833.1000154

Baig Aa, Yang Xx, Yang Ms

引用次数: 0

Interference Avoidance Challenges in Densely Deployed OFDMA Hybrid Access Femto Cellular Networks 密集部署OFDMA混合接入Femto蜂窝网络中的干扰避免挑战

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-05-10 DOI: 10.4172/2325-9833.1000155

C. Rm, C. Kavitha, G. Mamatha

引用次数: 0

Identification and Evaluation of Downtime Variables in the Management of a Telecommunication Mast Site: A Case of Telecommunication Mast Sites in Port Harcourt 电信桅杆站点管理中停机变量的识别与评估:以哈科特港电信桅杆站点为例

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-05-09 DOI: 10.4172/2325-9833.1000156

B. Omijeh, A. Promise

{"title":"Identification and Evaluation of Downtime Variables in the Management of a Telecommunication Mast Site: A Case of Telecommunication Mast Sites in Port Harcourt","authors":"B. Omijeh, A. Promise","doi":"10.4172/2325-9833.1000156","DOIUrl":"https://doi.org/10.4172/2325-9833.1000156","url":null,"abstract":"The identification and evaluation of down time variables in the management of telecommunication masts sites is a study aimed at evaluating the effects of down times on profit projections. The scope of the research is limited to MTN masts within Port Harcourt and 73 masts sites were sampled out of 812 MTN sites. The data used in this research are secondary data which were obtained from a recognized organization and these data were verified and organized to fit as input for the analysis intended. The methods adopted for this research were discriminant analysis, factor analysis, estimation factor analysis and cost benefit analysis. Results showed that the most occurred down time issue in the management of mast sites are the generator/power related issues and ranking them in order of importance, the power related issues are followed by the technical telecommunication issues and lastly access related issues. These down times identified were capable of causing down time to an average of 90 minutes daily which is 500% above the MTN/Ericsson SLA set minimum allowable (21.6 minutes). The cost benefit analysis from this research showed losses which could yield zero profit annually if the communication industry allows its down time to be greater than the mean calls from users of a base station especially when these calls happen during the down time duration. A control table to aid in the understanding of these down time effects was developed by varying the mean calls from a cell site, cost per minute rate and downtime duration. This distribution is aimed at aiding professionals in the telecommunication industry to see the future effect of down time on worst and best scenario of profit.","PeriodicalId":44634,"journal":{"name":"SAE International Journal of Passenger Cars-Electronic and Electrical Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81461927","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

Parasitic Battery Drain Problems and AUTOSAR Acceptance Testing 寄生电池损耗问题和AUTOSAR验收测试

SAE International Journal of Passenger Cars-Electronic and Electrical Systems Pub Date : 2018-04-18 DOI: 10.4271/07-11-02-0013

A. Thiyagaraj

{"title":"Parasitic Battery Drain Problems and AUTOSAR Acceptance Testing","authors":"A. Thiyagaraj","doi":"10.4271/07-11-02-0013","DOIUrl":"https://doi.org/10.4271/07-11-02-0013","url":null,"abstract":"Battery Drain problems can occur in the vehicle due to improper network management between electronic control units (ECUs). Aim of this paper is to identify the factors that cause transmission and cease of transmission of a network management message of an ECU along with its application messages that controls the sleep/wake-up performance of other ECUs in the network. Strategy used here is, based on the root cause analysis of problems found in Display unit in vehicle environment, the functional CAN signals impacting sleep/wake-up behavior is re-mapped along with the state flow transition of AUTOSAR NM Algorithm. A re-defined test case design and simulation for vehicle model is created. Especially it focuses on validating the impact of functional CAN signals on DUT’s sleep/wake-up performance. The result includes, design and development of use case matrix(mapped with specification) to validate the impact of network management messages, its flow of transition as well as the impact of functional CAN messages on the sleep/wake-up behavior of DUT and on the system as a whole. Also a new set of system level defects identified across Audio and display units-based on the re-designed network management test procedure and simulation with Vector Canoe model (comprehensive software tool for development, test and analysis of entire ECU networks and individual ECUs.). This paper provides relevant design guidelines for acceptance testing of any communicative network that follows AUTOSAR standard and this can be deployed across programs/products. It concludes validation of network management functionality (AUTOSAR) shall not be restricted only to the transmission of network management (NM) message of an ECU, as well as shall consider application messages that triggers NM messages of other ECUs in the network. History Received: 18 Oct 2017 Accepted: 11 Mar 2018 e-Available: 18 Apr 2018","PeriodicalId":44634,"journal":{"name":"SAE International Journal of Passenger Cars-Electronic and Electrical Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.4271/07-11-02-0013","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41975664","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