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Coordinating multiple model predictive controllers for large scale systems

Coordinating multiple model predictive controllers for large scale systems

Coordinating multiple model predictive controllers for large scale systems

... Architectures for Large- scale Systems 2.2 Model Predictive Control and its Application 11 2.3 Coordinating Multiple Model Predictive Controllers 15 2.4 Minimum Information ... feasible coordination layers 14 2.3 Coordinating Multiple Model Predictive Controllers Fig 2.2 Model Predictive Control 2.3 Coordinating Multiple Model Predictive Controllers Coordinated MPC (C-MPC) ... ii COORDINATING MULTIPLE MODEL PREDICTIVE CONTROLLERS FOR LARGE- SCALE SYSTEMS ABHAY ANAND B.E (Hons), Birla Institute of Technology and Science, Pilani, India A THESIS SUBMITTED FOR THE...
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Approaches to the design of model predictive controllers for linear, piecewise linear and nonlinear systems

Approaches to the design of model predictive controllers for linear, piecewise linear and nonlinear systems

... PWLBD systems, two approaches are proposed under the time optimal control (TOC) and MPC frameworks Both approaches require the proper handling of the piecewise nature of PWL systems and the effect ... sets and their approximations for constrained PWLBD systems 1.4.4 Nonlinear MPC via Support Vector Machine For constrained nonlinear systems, the approximations of the terminal set X f and terminal ... role for the controller design of constrained PWLBD systems One of the contributions of this thesis is the development of several algorithms for computing disturbance invariant sets and their...
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Approaches to the design of model predictive controller for constrained linear systems with bounded disturbances

Approaches to the design of model predictive controller for constrained linear systems with bounded disturbances

... Based on the review given in the previous section, a picture of the recent development of MPC for constrained linear systems with additive disturbances, together with its comparison with the Linear ... by (1.6) has to be reformulated to take into account: (i) the effect of w(t) and (ii) the interpretations of constraints (1.6d) and (1.6e) in the presence of w(t) For the control of system (1.10), ... priori in the parametrization, one method of designing this feedback gain is introduced to control the asymptotic behavior of the closed-loop system The underlying idea of the method is that the support...
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Model Predictive Control for small applications for small applications

Model Predictive Control for small applications for small applications

... Slide 12 - 14 MPC – Small Applications MPC Replacement for PID with Feedforward ©2006 Fisher-Rosemount Systems, Inc Slide 12 - 15 MPC – Small Applications MPC Replacement for PID Overrride MPC ... Systems, Inc Slide 12 - MPC – Small Applications Step Response Model ©2006 Fisher-Rosemount Systems, Inc Slide 12 - 10 MPC – Small Applications Verification of identified model ©2006 Fisher-Rosemount ... Systems, Inc Slide 12 - 11 MPC – Small Applications Testing of control using simulated environment ©2006 Fisher-Rosemount Systems, Inc Slide 12 - 12 MPC – Small Applications Example Operator interface...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT" pdf

... Joint Feature Selection in Distributed Stochastic Learning The following discussion of learning methods is based on pairwise ranking in a Stochastic Gradient Descent (SGD) framework The resulting ... from scaling discriminative training for SMT to large training sets We deploy generic features for SCFG-based SMT that can efficiently be read off from rules at runtime Such features include rule ... Online large-margin training for statistical machine translation In Proceedings of the 2007 Joint Conference on Empirical Mehtods in Natural Language Processing and Computational Language Learning...
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Báo cáo khoa học:

Báo cáo khoa học: "Leveraging Reusability: Cost-effective Lexical Acquisition for Large-scale Ontology Translation" potx

... not of great value for access to segments of video, may be important for organizing other concepts and for browsing the hierarchy These factors must be balanced in developing a cost-effective process ... translation accuracy for our system can be directly interpreted as quality measures for the lexical resources used and the process by which they were developed Evaluation We performed two different ... assumptions for lexical acquisition (Echizen-ya, et al., 2005; Kaji & Aizono, 1996; Rapp, 1999; Tanaka & Iwasaki, 1996) Most make use of either parallel corpora or a bilingual dictionary for the...
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Báo cáo khoa học:

Báo cáo khoa học: "A System for Large-Scale Acquisition of Verbal, Nominal and Adjectival Subcategorization Frames from Corpora" pot

... described the first system for automatically acquiring verbal, nominal and adjectival subcategorization and associated frequency information from English corpora, which can be used to build large-scale ... Automatic acquisition of subcategorization frames from untagged text In Proc of the 29th Meeting of ACL, pages 209–214 E J Briscoe and J Carroll 1997 Automatic Extraction of Subcategorization from ... SCFs missing from the old system For nouns and adjectives the gold standard was created For each noun and adjective, 100-300 sentences from the BNC (an average of 267 per word) were randomly extracted...
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Báo cáo khoa học:

Báo cáo khoa học: "Efficient Inference of CRFs for Large-Scale Natural Language Data" docx

... performs 5∼50 times faster for training (1,774 s for M ALLET, 18,134 s for C RF ++, Experiment We evaluated our method on six large-scale natural language data sets (Table 1): Penn Treebank3 for ... decoding (2.881 ms for M ALLET, 5.028 ms for C RF ++, and 0.418 ms for ours) This result demonstrates that learning and decoding CRFs for large-scale natural language problems can be efficiently solved ... problems are closely related The size of the active set affects both the complexity of inference algorithm and the quality of the model Therefore, our goal for selecting δ and ω is to make a plausible...
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Mining Console Logs for Large-Scale System Problem Detection docx

Mining Console Logs for Large-Scale System Problem Detection docx

... behavior happens, and therefore Approach There are four steps in our approach for mining console logs We first extract structured information from console logs By combining logs with source code, ... algorithm to refine detection results In summary, our initial work has opened up many new opportunities for turning built-in console logs into a powerful monitoring system for problem detection ...
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Báo cáo khoa học:

Báo cáo khoa học: "Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation" docx

... progress in language modeling Technical report, Microsoft Research Reinherd Kneser and Hermann Ney 1993 Improved clustering techniques for class-based statistical language modelling In Proceedings ... the largest improvements using a specific clustering for the last word of each trigram but no clustering at all for the first two word positions Generalizing this leads to arbitrary order class-based ... The quality of class-based models trained using the resulting clusterings did not differ noticeably from those trained using clusterings for which the full vocabulary was considered in each iteration...
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scalable decentralized object location and routing for large scale peer to peer systems

scalable decentralized object location and routing for large scale peer to peer systems

... constructing peer- to -peer applications and understanding more of the issues and requirements of such applications and systems [1, 2, 5, 8, 10, 15] One of the key problems in large- scale peer- to -peer ... peer- to -peer applications is to provide efficient algorithms for object location and routing within the network This paper presents Pastry, a generic peer- to -peer object location and routing scheme, based ... original motivation for peer- to -peer systems, but it is not a pure peer- to -peer system because its database is centralized All three systems are primarily intended for the large- scale sharing of...
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Báo cáo hóa học:

Báo cáo hóa học: " Adaptive antenna selection and Tx/Rx beamforming for large-scale MIMO systems in 60 GHz channels" pptx

... nt Nt Antenna selection & Beamforming Nr Feedback nr RF Antenna selection & Beamforming Figure A 60 GHz MIMO system employing antenna selection and transmit/receive beamforming Once the antenna ... antenna selection and Tx/Rx beamforming for large-scale MIMO systems in 60 GHz channels EURASIP Journal on Wireless Communications and Networking 2011 2011:59 Note Note that in obtaining (20) ... have proposed a sequential antenna selection algorithm and an adaptive transmit/receive beamforming algorithm for large-scale MIMO systems in the 60 GHz band One constraint of the system under consideration...
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Báo cáo hóa học:

Báo cáo hóa học: " Research Article Distributed and Cooperative Link Scheduling for Large-Scale Multihop Wireless Networks" doc

... presented a distributed and cooperative link scheduling (DCLS) algorithm which is especially useful for large-scale multihop wireless networks This algorithm partitions a set of links into several ... Cruz, and L B Milstein, Distributed link scheduling, power control and routing for multihop wireless MIMO networks,” in Proceedings of the Fortieth Asilomar Conference on Signals, Systems and ... rate of link l averaged over all time slots To summarize, the distributed and cooperative link scheduling (DCLS) algorithm that we have developed is as follows Step Once all links are formed for...
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Báo cáo y học:

Báo cáo y học: "Hybrid dynamic/static method for large-scale simulation of metabolism" pptx

... coefficients, this method can drastically reduce the number of enzyme kinetics assays needed to obtain the dynamic properties of the pathway We have evaluated the accuracy of the hybrid method in comparison ... intracellular metabolite concentrations and amounts of enzymes [23] Figure A pathway map of the erythrocyte model A pathway map of the erythrocyte model The erythrocyte model contains 39 metabolites and 41 ... Instead, simulation experiments were performed to compare the accuracy of hybrid models with dynamic models by numerical methods The accuracy of the hybrid model was evaluated numerically in comparison...
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Báo cáo y học:

Báo cáo y học: "Consolidating the set of known human protein-protein interactions in preparation for large-scale mapping of the human interactome" ppt

... the list of human interactions, we turned to literature mining We adopted the strategy of separately identifying the protein names in the abstracts and then matching up the interacting protein ... Combination of the interaction data creates a consolidated set of 31,609 interactions between 7,748 human proteins On the basis of this initial set of interactions, we estimate the scale of the human ... accuracy of large-scale human protein interaction assays, test the existing sets of interaction data for their relative accuracy, then apply these benchmarks in order to recover protein interactions...
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