2019 IEEE Industry Applications Society Annual Meeting最新文献_第7页

Meta-Heuristic Optimization Based Two-stage Residential Load Pattern Clustering Approach Considering Intra-cluster Compactness and Inter-cluster Separation 基于元启发式优化的考虑簇内紧度和簇间分离的两阶段住宅负荷模式聚类方法

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8912429

Kangping Li, X. Ge, Xiaoxing Lu, Fei Wang, Zengqiang Mi

{"title":"Meta-Heuristic Optimization Based Two-stage Residential Load Pattern Clustering Approach Considering Intra-cluster Compactness and Inter-cluster Separation","authors":"Kangping Li, X. Ge, Xiaoxing Lu, Fei Wang, Zengqiang Mi","doi":"10.1109/IAS.2019.8912429","DOIUrl":"https://doi.org/10.1109/IAS.2019.8912429","url":null,"abstract":"This paper proposes a meta-heuristic optimization based two-stage residential load pattern clustering (LPC) approach to address two main issues that exist in the most current LPC methods: 1) unreasonable typical load pattern (TLP) extraction, 2) a good clustering should achieve reasonable balance between the intra-cluster compactness and inter-cluster separation of the formed clusters. However, most of the current clustering algorithms usually only take one of the aspects into consideration. In the first stage, an adaptive DBSCAN is proposed to automatically detect the uncommon load curves and obtain the TLP of each individual customer. In the second stage, LPC is formulated as an optimization problem in which clustering validity index (CVI) considering both compactness and separation is used as the objective function. Gravitational search algorithm (GSA) is adopted to solve this optimization problem. Four different CVIs are investigated to find the most appropriate one for LPC. A comparative case study using the real load data from 208 households from the U.K. verified the effectiveness of the proposed approach.","PeriodicalId":376719,"journal":{"name":"2019 IEEE Industry Applications Society Annual Meeting","volume":"6 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128563280","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: 36

Application of Fractional Order $PI^{lambda}D^{mu}$ Controller for Power Quality Improvement Under Non-Stationary Load Conditions 分数阶$PI^{lambda}D^{mu}$控制器在非平稳负载条件下电能质量改善中的应用

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8912458

M. Sharma, B. Rajpurohit

引用次数: 0

Time Series Analysis and Forecasting of Wind Speed Data 风速数据的时间序列分析与预报

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8912392

Meftah Elsaraiti, A. Merabet, A. Al‐Durra

引用次数: 5

Current-voltage Characteristics of Corona Discharges in a Needle Penetrating a Rogowski-Plate Arrangement 针穿rogowski -极板装置电晕放电的电流-电压特性

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8912421

I. Kiss, L. Székely, R. Cselkó, I. Berta

引用次数: 0

Two Coupled Inductor Based High Gain DC-DC Converters 基于两个耦合电感的高增益DC-DC变换器

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8912002

Avneet Kumar, Yi Wang, M. Raghuram, Naresh K. Pilli, S. Singh, Xuewei Pan, Xiaogang Xiong

引用次数: 2

Can Renewables Stimulate BEV Demands? - Technical Principles and Cross-Country Empirical Studies 可再生能源能刺激纯电动汽车需求吗?-技术原则和跨国实证研究

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8911990

Xiaoming Li, Behrouz Azimian, Pu Chen, Xingwu Wang

{"title":"Can Renewables Stimulate BEV Demands? - Technical Principles and Cross-Country Empirical Studies","authors":"Xiaoming Li, Behrouz Azimian, Pu Chen, Xingwu Wang","doi":"10.1109/IAS.2019.8911990","DOIUrl":"https://doi.org/10.1109/IAS.2019.8911990","url":null,"abstract":"Renewables and Battery Electric Vehicles (BEVs) may potentially reduce environmental pollutions and traditional energy consumptions. However, existing literature does not study them holistically, combining technology with economy. In this paper, we first examine complimentary nature of these two technologies in a New York State college. Then, we establish an econometric model to study impacts on BEV demands due to renewables and five other socioeconomic factors, using 2010–2016 panel data from eleven countries. After multi-linear regressions, we observe that renewables impact BEV demands positively; i.e., one percent increment in renewables would yield 2% increment in BEV demands per 100 thousand people. High gasoline prices may lead to high BEV demands. The number of chargers impacts BEV demands positively. Population density does impact BEV demands positively, as well as education levels. The elasticity for GDP per capita is larger than one. Finally, we make recommendations to decision makers to synergistically promote renewables and BEVs. Planners should properly select locations encompassing renewables, chargers, parking facilities, highway rest areas, shopping centers and community activity centers.","PeriodicalId":376719,"journal":{"name":"2019 IEEE Industry Applications Society Annual Meeting","volume":"142 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129243717","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

Performance of a Wet-type Nonthermal Plasma Reactor for NOx, SOx, and Wastewater Treatment 用于NOx, SOx和废水处理的湿式非热等离子体反应器的性能

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8912323

T. Kuroki, Shunto Nomura, H. Yamasaki, M. Okubo

引用次数: 2

Adsorbed CO2 Dissociation Using Argon and Helium Nonthermal Plasma Flows 利用氩和氦非热等离子体流吸附CO2解离

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8911946

H. Yamasaki, S. Kamei, T. Kuroki, M. Okubo

{"title":"Adsorbed CO2 Dissociation Using Argon and Helium Nonthermal Plasma Flows","authors":"H. Yamasaki, S. Kamei, T. Kuroki, M. Okubo","doi":"10.1109/IAS.2019.8911946","DOIUrl":"https://doi.org/10.1109/IAS.2019.8911946","url":null,"abstract":"In recent years, global warming has become a world-wide problem. Carbon dioxide (C02) is main substances for global warming and its emission should be reduced. One of the promising technologies is the conversion of CO2 to CO by plasma treatment, so that CO itself or its conversion to methane can be used as fuel for combustion engines. In this study, CO2 dissociation or reduction treatment system using an adsorbent and nonthermal plasma (NTP) flow is investigated. In this study, in order to improve the conversion efficiency, the conversion efficiency for Ar or He plasma is evaluated. In physical adsorption process, approximately 10% CO2 gas with a flow rate of 10 L/min is prepared, and then it is introduced into the flow channel and CO2 is adsorbed by the adsorbent. After the adsorption process the circulation flow channel is set and then the Ar or He plasma flow is generated with a blower. As a result, the CO2 adsorbed by the adsorbent is desorbed with CO2 concentration of 20 and 23 % by Ar or He plasma flow, respectively. More than 10 % of the conversion energy efficiency of desorbed CO2 to CO is obtained with plasma power of 300 W.","PeriodicalId":376719,"journal":{"name":"2019 IEEE Industry Applications Society Annual Meeting","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130514065","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: 2

Fuzzy Sliding Mode Control of Magnetic Levitation System of Controllable Excitation Linear Synchronous Motor 可控励磁直线同步电机磁悬浮系统的模糊滑模控制

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8912466

Y. Lan, Jie Li, Fengge Zhang, M. Zong

{"title":"Fuzzy Sliding Mode Control of Magnetic Levitation System of Controllable Excitation Linear Synchronous Motor","authors":"Y. Lan, Jie Li, Fengge Zhang, M. Zong","doi":"10.1109/IAS.2019.8912466","DOIUrl":"https://doi.org/10.1109/IAS.2019.8912466","url":null,"abstract":"In order to improve the ability of magnetic levitation feed platform of controllable excitation linear synchronous motor to resist external disturbance, a sliding mode control method based on fuzzy switching gain adjustment is proposed. According to the operation mechanism of controllable excitation linear synchronous motor, the voltage equation, flux equation, magnetic levitation force equation and state equation of controllable excitation linear synchronous motor are established. The sliding mode surface is designed, and the integral term is introduced to eliminate the steady-state error of the system. The reaching law is designed to reduce chattering by using saturation function instead of sign function. Fuzzy logic reasoning is used to estimate the switching gain, to cancel the unknown disturbance and further weaken the chattering of the system. The sliding mode controller based on fuzzy switching gain adjustment is designed, and the system is simulated in MATLAB environment. The simulation results show that the fuzzy sliding mode control algorithm can improve the dynamic performance of the system and weaken chattering. The feasibility of this algorithm is proved.","PeriodicalId":376719,"journal":{"name":"2019 IEEE Industry Applications Society Annual Meeting","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124790259","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: 12

System-wide Energy Savings Analysis Based on CVR Deployment in Sample Feeders 基于采样馈线CVR部署的全系统节能分析

2019 IEEE Industry Applications Society Annual Meeting Pub Date : 2019-09-01 DOI: 10.1109/IAS.2019.8912396

Md. Shakawat Hossan, Pablo Jover Almirall, S. Kothandaraman, E. Paaso

{"title":"System-wide Energy Savings Analysis Based on CVR Deployment in Sample Feeders","authors":"Md. Shakawat Hossan, Pablo Jover Almirall, S. Kothandaraman, E. Paaso","doi":"10.1109/IAS.2019.8912396","DOIUrl":"https://doi.org/10.1109/IAS.2019.8912396","url":null,"abstract":"The estimation of energy savings analysis based on Conservation Voltage Reduction (CVR) deployment is fundamental to establish its effectiveness. Historically, utilities conduct pilot CVR projects on a limited number of feeders where the time-series (TS) voltage and power data are measured, preprocessed and utilized in a mathematical model for energy saving calculation for each individual CVR deployed feeder. The challenge is establishing energy savings in large-scale projects where CVR is running on thousands of feeders and feeder by feeder data processing and savings analysis could be cumbersome. This paper proposes a methodology to estimate system-wide energy savings by creating sub-clusters of the CVR feeders. Initially, a combined approach based on random sampling and K-means clustering is introduced to determine the representative sample feeders required to perform CVR out of a large feeder population. Following the results of the proposed clustering approach, a mapping technique based on Euclidian distance methodology is developed to link each non-sample feeder to a sample feeder and create sub-clusters of non-sample feeders. In addition, the proposed methodology benefits from a developed extrapolation algorithm where savings of the sample feeders are estimated even though the CVR data is unavailable during some periods of the analysis. Next, energy savings of sample feeders are utilized to estimate the energy savings of the non-sample feeders, and eventually, to estimate the energy savings of the entire sub-clusters. Finally, the total system-wide energy savings is calculated by summing up the energy savings of all the sub-clusters. The proposed approach is tested using real field data from a large-scale CVR program within a utility service territory.","PeriodicalId":376719,"journal":{"name":"2019 IEEE Industry Applications Society Annual Meeting","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125789446","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: 3