2013 IEEE International Conference on Automation Science and Engineering (CASE)最新文献_第7页

Integrated capacity allocation policies for a production service system with two-class customers and items 具有两类客户和项目的生产服务系统的集成容量分配策略

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6653943

Kangzhou Wang, Zhibin Jiang, Guowei Li, Jintao Cao

引用次数: 2

An abstraction layer for controlling heterogeneous mobile cyber-physical systems 用于控制异构移动网络物理系统的抽象层

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6653960

Trevor Hanz, Mina Guirguis

引用次数: 6

Application of vector ordinal optimization to the transportation systems with agent based modelling 基于智能体建模的矢量有序优化在交通系统中的应用

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6653986

Zhen Shen, Kunfeng Wang, Feiyue Wang, Kai Wang

{"title":"Application of vector ordinal optimization to the transportation systems with agent based modelling","authors":"Zhen Shen, Kunfeng Wang, Feiyue Wang, Kai Wang","doi":"10.1109/CoASE.2013.6653986","DOIUrl":"https://doi.org/10.1109/CoASE.2013.6653986","url":null,"abstract":"As the computing technology develops, micro-simulation becomes more and more important in the Intelligent Transportation Systems (ITS) research, because it can provide detailed descriptions of the system. However, for a multi-agent systems (MAS) modelling of an ITS, the computation burden is large, as it involves the computation of the state changing of all the agents. Further, if we consider simulation based optimization, which can be simply understood as an intelligent way of running a number of micro-simulations, the computation burden is huge. Moreover, there are multiple objective optimization problems in the ITS. The Vector Ordinal Optimization (VOO) method is a powerful tool for multi-objective optimization. In this paper, we apply VOO to the problem of optimizing the stop times and delay time of an ITS. We test the method on a 4 intersection lattice road network, and on the 18 intersection road network of the Zhongguancun area of Beijing. Compared with the Non-dominated Sorting Genetic Algorithm-II (NSGA-II) method, the VOO method can achieve a speedup of factor of more than 150, with only a little sacrifice of performance.","PeriodicalId":191166,"journal":{"name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134573890","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

Generative process planning with environmental constraints 环境约束下的生成工艺规划

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6653982

U. Roy, Shahed Shojaeipour

引用次数: 0

A sustainable building design using geosolar exergy storage technology (GEST) 利用地太阳能储能技术(GEST)的可持续建筑设计

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6653984

L. Lingo, U. Roy

引用次数: 1

Energy-efficient management of eco-communities 生态社区的节能管理

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6654057

B. Yan, P. Luh, B. Sun, Chen Song, Chenhui Dong, Zhongxue Gan, L. Michel

{"title":"Energy-efficient management of eco-communities","authors":"B. Yan, P. Luh, B. Sun, Chen Song, Chenhui Dong, Zhongxue Gan, L. Michel","doi":"10.1109/CoASE.2013.6654057","DOIUrl":"https://doi.org/10.1109/CoASE.2013.6654057","url":null,"abstract":"With human environmental footprint exceeding the world's regeneration capacity by about 30%, conserving energy and reducing emissions and waste are critical for sustainable living. A new prototype of living is eco-communities which consist of a set of buildings and associated devices for energy generation, conversion, consumption, storage and recovery networks trying to be self-sufficient as much as possible. The optimized operation of an eco-community, however, is challenging since multiple energy devices and energy processes are highly coupled; and the time coupling state dynamics in building models interact with each other in a complicated way due to the device coupling. This paper presents the integrated optimization of energy devices, energy processes, renewable energy and waste-to-energy conversion of a small eco-community to reduce daily costs while satisfying time-varying building needs. A mixed-integer optimization model of energy networks is established, and the problem is solved by using branch-and-cut. After linearizing all the nonlinear terms, near-optimal solutions are still difficult to obtain efficiently due to the complicated interactions among constraints. To improve the efficiency, a two-phase approach is developed. Numerical testing shows that the method can efficiently generate high quality operation schedules for the eco-community, and the total energy cost is reduced by this optimized operation, e.g., making efficient use of energy conversion and using the energy resources when they are cheap.","PeriodicalId":191166,"journal":{"name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130565697","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: 18

A real time traffic management model for regional railway networks under disturbances 扰动下区域铁路网实时交通管理模型

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6653977

M. Dotoli, Nicola Epicoco, M. Falagario, Astrid Piconese, F. Sciancalepore, B. Turchiano

引用次数: 10

New robust position and force regulation for a compliant microgripper 柔性微夹持器的新鲁棒位置和力调节

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6653900

Qingsong Xu

引用次数: 7

Event-clustering for real-time data modeling 用于实时数据建模的事件聚类

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6653911

M. Danishvar, A. Mousavi, Pedro A. C. Sousa, R. Araújo

{"title":"Event-clustering for real-time data modeling","authors":"M. Danishvar, A. Mousavi, Pedro A. C. Sousa, R. Araújo","doi":"10.1109/CoASE.2013.6653911","DOIUrl":"https://doi.org/10.1109/CoASE.2013.6653911","url":null,"abstract":"This paper proposes EventCluster, a novel approach in real-time data modeling. It deploys the Rank Order Clustering (ROC) method to automatically group all existing data sensors and actuators of the system to the Key Performance Indicators of the system. EventCluster (EC) is a cause-effect relationship data clustering tool that detects the interrelationship between field data and system performance parameters in real-time. Through its simple data filtering mechanism it can be used as a precursor to real-time sensitivity analysis. The underpinning logic of the technique is that the raw data can be obtained from field data acquisition devices and the degree of their influence on key system performance indicators can be measured in realtime with minimum computational effort. Normally monitoring and control systems are equipped with sensors and actuators that provide information for a pre-specified function regardless of other parts of the system. The global assumption of method is that a system performance or state is a function of all the inputs of the system, unless proven otherwise. In the proposed method all the inputs and outputs of the system are assumed to affect one another unless proven otherwise. In this paper, an experiment in Cement Kiln operation case demonstrates the suitability and applicability of EventClustering modeling method in industrial applications. We use the Supervisory Control and Data Acquisition (SCADA) sensors and actuators installed to monitor the operations of Kilns in Cement manufacturing process and its contagious operations as a case study for proof of concept. The sensors and actuators data collected builds the input data for measuring the performance (output) of the Kiln. The EventCluster algorithm resides within the control center of the SCADA system to assess the contribution of each input to the overall key performance indicators (output) of the process. This method improves the quality of data analysis and reduces computation overhead on the control system.","PeriodicalId":191166,"journal":{"name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121333355","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

Fault detection of cooling coils based on unscented Kalman filters and statistical process control 基于无气味卡尔曼滤波和统计过程控制的冷却盘管故障检测

2013 IEEE International Conference on Automation Science and Engineering (CASE) Pub Date : 2013-11-07 DOI: 10.1109/CoASE.2013.6654064

Ying Yan, P. Luh, B. Sun

{"title":"Fault detection of cooling coils based on unscented Kalman filters and statistical process control","authors":"Ying Yan, P. Luh, B. Sun","doi":"10.1109/CoASE.2013.6654064","DOIUrl":"https://doi.org/10.1109/CoASE.2013.6654064","url":null,"abstract":"Buildings account for about 40% of energy consumption in the U.S. The Heating, Ventilation and Air Conditioning (HVAC) systems account for 57% of energy used in commercial and residential buildings in the U.S., and between 4% and 20% of HVAC energy is wasted because of sudden faults and component degradation. To reduce energy consumption and improve occupancy comfort, HVAC fault detecting is important. In our recent work, a synergistic integration of Kalman Filter and Statistical Process Control (SPC) was used for fault detection of chillers based on a gray-box model. This paper builds on that framework to detect cooling coil faults. Major enhancements in several aspects are made, including the establishment, improvement and validation of a (nonlinear) gray-box model and the extension of method to the nonlinear case by using the unscented Kalman filter to provide prediction and SPC control limits. The method is tested by using a simulation model of a building on the UConn campus. Numerical results show that the method can detect both sudden and gradual faults of cooling coils with high detection rates and low false alarm rates.","PeriodicalId":191166,"journal":{"name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","volume":"274 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123359348","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: 8