2016 Power Systems Computation Conference (PSCC)最新文献_第9页

Two probabilistic methods for voltage sag estimation in distribution systems 配电系统电压暂降估计的两种概率方法

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540905

J. Baptista, A. Rodrigues, Maria G. Silva

引用次数: 3

Joint optimization of energy and reserve in deregulated power markets: Alternative approach using Mean Variance Mapping Optimization 解除管制电力市场中能源与储备的联合优化:采用均值方差映射优化的替代方法

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540934

C. J. Lopez-Salgado, O. Añó, Diego M. Ojeda-Esteybar, Fabricio Porras

引用次数: 2

Energy management of PV-storage systems: ADP approach with temporal difference learning 光伏存储系统的能量管理:ADP方法与时间差分学习

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540924

Chanaka Keerthisinghe, G. Verbič, Archie C. Chapman

{"title":"Energy management of PV-storage systems: ADP approach with temporal difference learning","authors":"Chanaka Keerthisinghe, G. Verbič, Archie C. Chapman","doi":"10.1109/PSCC.2016.7540924","DOIUrl":"https://doi.org/10.1109/PSCC.2016.7540924","url":null,"abstract":"In the future, residential energy users can seize the full potential of demand response schemes by using an automated home energy management system (HEMS) to schedule their distributed energy resources. In order to generate high quality schedules, a HEMS needs to consider the stochastic nature of the PV generation and energy consumption as well as its inter-daily variations over several days. However, extending the decision horizon of proposed optimisation techniques is computationally difficult and moreover, these approaches are only computationally feasible with a limited number of storage devices and a low-resolution decision horizon. Given these existing shortcomings, this paper presents an approximate dynamic programming (ADP) approach with temporal difference learning for implementing a computationally efficient HEMS. In ADP, we obtain policies from value function approximations by stepping forward in time, compared to the value functions obtained by backward induction in DP. We use empirical data collected during the Smart Grid Smart City project in NSW, Australia, to estimate the parameters of a Markov chain model of PV output and electrical demand, which are then used in all simulations. To evaluate the quality of the solutions generated by ADP, we compare the ADP method to stochastic mixed-integer linear programming (MILP) and dynamic programming (DP). Our results show that ADP computes a solution much quicker than both DP and stochastic MILP, while providing better quality solutions than stochastic MILP and only a slight reduction in quality compared to the DP solution. Moreover, unlike the computationally-intensive DP, the ADP approach is able to consider a decision horizon beyond one day while also considering multiple storage devices, which results in a HEMS that can capture additional financial benefits","PeriodicalId":265395,"journal":{"name":"2016 Power Systems Computation Conference (PSCC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124141492","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: 21

A Gaussian mixture approach to model stochastic processes in power systems 电力系统随机过程建模的高斯混合方法

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540921

Quentin Gemine, B. Cornélusse, M. Glavic, R. Fonteneau, D. Ernst

引用次数: 11

Optimal allocation of smart metering systems for enhanced distribution system state estimation 智能计量系统优化配置增强配电系统状态估计

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540966

T. Xygkis, G. Korres

引用次数: 12

Mitigation methods to improve the lightning performance of hybrid transmission line 提高混合输电线路雷电性能的缓解方法

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540969

A. Mackow, M. Kizilcay

引用次数: 3

Reliability improvement of Modular Multilevel Converter in HVDC systems 高压直流系统中模块化多电平变换器的可靠性改进

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540942

Stefano Farnesi, M. Marchesoni, L. Vaccaro

引用次数: 8

A coordinated cyber attack detection system (CCADS) for multiple substations 针对多个变电站的协同网络攻击检测系统(CCADS)

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540902

Chih-Che Sun, Junho Hong, Chen-Ching Liu

{"title":"A coordinated cyber attack detection system (CCADS) for multiple substations","authors":"Chih-Che Sun, Junho Hong, Chen-Ching Liu","doi":"10.1109/PSCC.2016.7540902","DOIUrl":"https://doi.org/10.1109/PSCC.2016.7540902","url":null,"abstract":"In recent years, the concern over cyber security of power grids has increased significantly due to the fast growing connectivity among power system facilities. Several cyber security measures, e.g., intrusion detection systems (IDSs) and anomaly detection systems (ADSs), have been proposed to (1) mitigate unauthorized access, (2) detect anomalies, and (3) block abnormal behaviors in the communication system of substations. However, due to the lack of capability to handle coordinated cyber attacks by existing cyber security solutions, there is a need for effective methods that can detect coordinated cyber attacks. This paper proposes a new method to detect coordinated cyber attacks on power systems by identifying the relations among detected events. Examples of the relations include (1) IDS alarms, (2) geographic location of the attack, (3) criticality of substations, (4) firewall logs, and (5) attack patterns. Time Failure Propagation Graph (TFPG) and Fuzzy Cognitive Map (FCM) are used for the detection algorithms. A cyber-physical security testbed has been used to simulate the coordinated cyber attacks and validate the methods of the proposed coordinated cyber attack detection system (CCADS).","PeriodicalId":265395,"journal":{"name":"2016 Power Systems Computation Conference (PSCC)","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134011507","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: 19

Validation of the Ornstein-Uhlenbeck process for load modeling based on µPMU measurements 基于µPMU测量的负载建模Ornstein-Uhlenbeck流程验证

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540898

C. Roberts, E. Stewart, F. Milano

引用次数: 31

A multi-objective stochastic approach to hydroelectric power generation scheduling 水电发电调度的多目标随机方法

2016 Power Systems Computation Conference (PSCC) Pub Date : 2016-06-20 DOI: 10.1109/PSCC.2016.7540821

A. Sauhats, R. Petrichenko, K. Baltputnis, Z. Broka, R. Varfolomejeva

引用次数: 11