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Social incentive policies to engage commercial building occupants in demand response

Social incentive policies to engage commercial building occu...

引用

IEEE International Conference on Automation Science and Engineering (CASE)

作者： Sisi Li Kun Deng MengChu Zhou Department of Electrical and Computer Engineering New Jersey Institute of Technology Newark NJ USA Coordinated Science Laboratory University of Illinois at Urbana-Champaign Urbana IL USA Key Laboratory of Embedded System and Service Computing Tongji University Shanghai China

Occupants' comfort is the primary target in a building operation. However their efforts are often neglected and ruled out from traditional control strategies of energy-efficient building management systems. Occupant-engaged control strategies have recently attracted many research attentions and demonstrated great potentials for energy saving. With them, occupants' behavior is incorporated into the closed-loop control methods in which their initiatives actively contribute to building services and energy utility by explicitly expressing their preferences. This work proposes an occupant-engaged demand response (DR) strategy for building automation in which occupants are actively engaged to adapt their energy consumption in response to incentive opportunities designed by facility managers. A model-based study and a Nash-Equilibrium-based solution are provided to assist facility managers with the design of social incentive policies to promote occupant participation, along with the guarantee of lucrativeness for a DR event.

关键词： Games Electricity Load management Building automation Companies

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Cluster synchronization of nonlinearly coupled networks via periodically intermittent pinning control

Cluster synchronization of nonlinearly coupled networks via ...

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第三十二届中国控制会议

作者： LIU Xiwei CHENG Jiujun Department of Computer Science and Technology Tongji Universityand the Key Laboratory of Embedded System and Service ComputingMinistry of Education

ISBN: (纸本)9781479900305

In this paper,the cluster synchronization problem for nonlinearly coupled networks under periodically intermittent pinning control is *** first,a sufficient condition to guarantee cluster synchronization is ***,an adaptive intermittent control algorithm is designed to the control strength and its validity is rigorously ***,some numerical examples are presented to demonstrate the correctness of obtained theoretical results.

关键词： Cluster synchronization Adaptive Nonlinearly coupled Periodically Intermittent pinning.

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Achievable sum rate analysis of ZF receivers in 3D MIMO with Rayleigh/log-normal fading channels

Achievable sum rate analysis of ZF receivers in 3D MIMO with...

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IEEE Globecom Workshops

作者： Fangqing Tan Hui Gao Tiejun Lv Jie Zeng Key Laboratory of Trustworthy Distributed Computing and Service Beijing University of Posts and Telecommunications Beijing China Tsinghua National Laboratory for Information Science and Technology Tsinghua University Beijing China

ISBN: (纸本)9781479974719

Three dimensions multiple-input multiple-output (3D MIMO) system is now gaining a growing interest among researchers in wireless communication, the reason can be attributed to its potential to enable a variety of strategies like user specific 3D beamforming and cell-splitting. In this paper, we pursue the performance evaluation of 3D MIMO system employing zero-forcing (ZF) receivers, accounting for both large and small-scale fading. In particular, we consider the classical log-normal model and antenna gain with tilting angle, we derive the optimal tilting angle for 3D MIMO system which maximizes the sum rate, furthermore, based on the optimal tilting angle, we propose a closed-form linear approximation on the achievable sum rate in the asymptotically high signal-to-noise ratio (SNR) and low-SNR regime, respectively. We investigate the effect of antenna tilting angle, number of base station (BS) antennas and the distance between BS and the center of building on the achievable sum rate performance of 3D MIMO.

关键词： MIMO Three-dimensional displays Fading Antennas Receivers Signal to noise ratio Linear approximation

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Synchronization of nonlinearly coupled complex networks under periodically intermittent pinning control

Synchronization of nonlinearly coupled complex networks unde...

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第25届中国控制与决策会议

作者： Xiwei Liu Cheng Cheng Department of Computer Science and Technology Tongji University and the Key Laboratory of Embedded System and Service Computing Ministry of Education

ISBN: (纸本)9781467355339

In this paper, we investigate the synchronization problem for nonlinearly coupled networks under periodically intermittent pinning control, where the coupling matrix denoting network topology is assumed to be symmetric. A sufficient condition to guarantee global synchronization is presented. Moreover, a centralized adaptive intermittent control is designed and its validity is rigorously proved. Finally, some numerical examples are presented to demonstrate the correctness of obtained theoretical results.

关键词： Synchronization, Consensus, Complex networks, Nonlinearly coupled, Periodically, Intermittent pinning, Adaptive control.

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PICEA-g using an enhanced fitness assignment method

PICEA-g using an enhanced fitness assignment method

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IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, MCDM

作者： ZhiChao Shi Rui Wang Tao Zhang College of Information System and Management State Key Laboratory of High Performance Computing National University of Defense Technology ChangSha Hunan P.R. China

ISBN: (纸本)9781479944668

The preference-inspired co-evolutionary algorithm using goal vectors (PICEA-g) has been demonstrated to perform well on multi-objective problems. The superiority of PICEA-g originates from the smart fitness assignment, that is, candidate solutions are co-evolved with goal vectors along the search. In this study, we identify a limitation of this fitness assignment method, and propose an enhanced fitness assignment method which considers both the performance of goal vectors and the Pareto dominance rank on the fitness calculation of candidate solutions. Experimental results show that PICEA-g with the enhanced approach is effective, especially for bi-objective problems.

关键词： Vectors Evolutionary computation Pareto optimization Benchmark testing Sociology

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SeaBase: An Implementation of Cloud Database

SeaBase: An Implementation of Cloud Database

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International Conference on Semantics, Knowledge and Grid (SKG)

作者： Shusheng Guo Zimu Yuan Li Zha Zhiwei Xu State Key Laboratory of Computer System and Architecture University of Chinese Academy of Sciences Beijing China Institute of Computing Technology Chinese Academy of Sciences Beijing China

ISBN: (纸本)9781479967162

Cloud database usually refers to a database based on the cloud computing technology. However, as far as we know, pre-existing solutions of cloud database cannot integrate the data from multi-sourced heterogeneous databases, only supplying an isolated homogeneous database cluster. This paper presents a new implementation approach for cloud database: Sea Base, which integrates various data types into a unified one, based on the CCEVP(Cloud computing-based Effective-Virtual-Physical) model. The results of our experiments show that Sea Base is feasible and practical.

关键词： Databases Cloud computing Computational modeling Data integration Computers Computer architecture Data models

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On-Chip Generating FPGA Configuration Bitstreams to Reduce Applycation-Independent Test Time

On-Chip Generating FPGA Configuration Bitstreams to Reduce A...

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The 4th International Workshop on Advanced Technologies in Programmable system on Chip(第四届片上可编程系统前沿技术研讨会)

作者： Da Wang Fei Wang Paolo Ienne Yu Hu Dongrui Fan Haigang Yang Key Laboratory of Computer System and Architecture Institute of Computing TechnologyCASBeijing100190China System on Programmable Chip Research DepartmentInstitute of ElectronicsCASBeijing100190China Processor Architecture LaboratoryEPFLLausanneSwitzerland

FPGA application independent test is very time-consuming due to repetitively loading of test configuration bitstreams into the FPGA and applying test *** shows that over 95%of FPGA application independent test time is spent on loading the test configuration ***,reducing the number of loading times could significantly reduce the FPGA test *** this paper,a new approach which can significantly reduce the FPGA test time will be *** this new approach,a configuration SRAM routing strategy is used first to enhance the correlation of the test bitstream configurations,then,on-chip test configuration generation structures are designed to transform a test bitstream configuration into other ones within limited *** results show that the proposed technique can at least reduce the configuration loading time by 81%,while getting 100%test *** hardware overhead is less than 1.2%upon the whole chip without any performance penalty.

关键词： FPGA test test configuration generation design-for-testability

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Epitaxial growth of NaCl on Fe (100) and characterization of Fe/NaCl/Fe magnetic tunnel junctions

Epitaxial growth of NaCl on Fe (100) and characterization of...

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IEEE Conference on Nanotechnology

作者： Yuan-Tao Ji Qiang Li Yong-Chao Tang Lin Li Guo-Xing Miao State Key Laboratory for Manufacturing Systems Engineering and Systems Engineering Institute Xi’an Jiaotong University Xi’an China The Key Laboratory of Embedded System and Service Computing Ministry of Education Tongji University Shanghai China Department of Electrical and Computer Engineering New Jersey Institute of Technology Newark NJ USA

ISBN: (纸本)9781479956234

Growth of NaCl and Fe/NaCl/Fe Magnetic tunneling junctions on Si (100) has been achieved by using a high vacuum electron-beam deposition system. Epitaxial tunnel junctions turn out to be prone to pinholes as well as electrode oxidation. Instead, the best tunneling magnetoresistance we have achieved in this system is on polycrystalline tunnel barriers with thin Mg insertion, and reaching 22.3% at room temperature.

关键词： Iron Junctions Magnetic tunneling Epitaxial growth Tunneling magnetoresistance Electrodes Silicon

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Research on Fault Diagnosis of Tennessee Eastman Process Based on KPCA and SVM

Research on Fault Diagnosis of Tennessee Eastman Process Bas...

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International Symposium on Computational Intelligence and Design, ISCID

作者： Ke Zhang Kun Qian Yi Chai Yi Li Jianhuan Liu State Key Laboratory of Power Transmission Equipment & System Security and New Technology College of Automation Chongqing University Chongqing P.R. China Key Laboratory of Dependable Service Computing in Cyber Physical Society Ministry of Education College of Automation Chongqing University Chongqing P.R. China

ISBN: (纸本)9781479970063

Based on principal component analysis (PCA) and support vector machine (SVM), a new method for the fault diagnosis of TE Process is proposed. The fault recognition based on kernel principal component analysis (KPCA) is analyzed and SVM is employed as a classifier for fault classification. To establish a more efficient SVM model, genetic algorithm (GA) is used to determine the optimal kernel parameter γ and penalty parameter C of SVM with the highest accuracy and generalization ability. The classification accuracy of this GA-SVM approach is tested by real data of TE Process and compared with some other related methods such as artificial neural network. The experimental results indicate that the classification accuracy of this GA-SVM is more superior than that of some artificial neural network.

关键词： Support vector machines Kernel Genetic algorithms Principal component analysis Testing Training data Accuracy

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Low-Complexity User Scheduling in the Downlink Massive MU-MIMO system with Linear Precoding

Low-Complexity User Scheduling in the Downlink Massive MU-MI...

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IEEE/CIC International Conference on Communications in China

作者： Ou Bai Hui Gao Tiejun Lv Chau Yuen Key Laboratory of Trustworthy Distributed Computing and Service Ministry of Education School of Information and Communication Engineering Beijing University of Posts and Telecommunications Singapore University of Technology and Design

ISBN: (纸本)9781479941452

In this paper, we investigate low-complexity user scheduling schemes for the downlink (DL) massive multiuser multiple-input multiple-output (MU-MIMO) system, where an M-antenna (M is very large) base station (BS) serves K (K > 2) N-antenna (N > 1) users with linear transceivers. Establishing the theoretical foundation of our scheduling schemes, we first investigate the asymptotic sum-rates of this system with both singular value decomposition (SVD) and regularized zero-forcing (RZF) precoders. In particular, we assume that both M and N go to infinity with a bounded ratio to perform the theoretical derivations with random matrix theory (RMT). In addition, the influence of imperfect channel estimation is also considered. Interestingly, the analysis indicates the existence of an optimal number of served users K~* in terms of asymptotic sum-rate, which motivates our low complexity user scheduling schemes. Unlike the conventional schemes with complicated computations and instantaneous channel state information, our user scheduling schemes are based on semi-analytical solutions with only statistic CSI. Simulation results validate our theoretical derivations and show the advantages of our schemes in the massive MU-MIMO system.

关键词： MIMO communication computational complexity precoding singular value decomposition telecommunication scheduling MU-MIMO system SVD decoder asymptotic sum-rate channel estimation channel state information downlink massive MU-MIMO system downlink massive multiuser multiple-input multiple-output system linear precoding linear transceivers low-complexity user scheduling scheme random matrix theory semianalytical solutions Antennas MIMO Processor scheduling Resource management Signal processing Vectors Wireless communication

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