| Description |
1 online resource (xiv, 390 pages) : illustrations (some color) |
| Series |
Communications in Computer and Information Science, 1865-0929 ; 992 |
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Communications in computer and information science ; 992.
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| Contents |
Intro; Preface; Organization; Contents; Smart Cities and Green ICT Systems; Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions; 1 Introduction; 2 Methodology; 2.1 The Multilayer Perceptron; 2.2 System Identification; 3 Neural Networks for Short-Term GHI Forecast; 4 Results on GHI Forecast; 5 PV Energy Estimation; 6 Conclusions; References; Medical Freezers as Flexible Load for Demand Response in a Business Park Microgrid with Local Solar Power Generation*-12pt; 1 Introduction; 2 Methodology; 2.1 Optimization Problem Formulation |
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2.2 Thermostatic Load Modeling2.3 Model Interactions and Implementation of the DR Framework; 3 Case Study; 3.1 Model Inputs; 3.2 Assumptions; 3.3 Simulation Scenarios; 4 Results; 4.1 Comparison Between Simultaneous and Separate Optimization of Design Variables; 4.2 Simulation Results Using Endpoint Constraints; 5 Discussion; 6 Conclusions; References; A MPC Based Peak Shaving Application for a Household with Photovoltaic Battery System; Abstract; 1 Introduction; 1.1 Related Works; 1.2 Comparison with Other Works; 1.3 Power Flow Balance; 1.4 Battery Storage Dynamics |
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1.5 Interaction with the Grid1.6 PV Power Prediction; 1.7 Load Demand; 2 Model Predictive Control; 2.1 Optimal Control Problem; 2.1.1 Economic Benefit Assessment; 2.1.2 Reduction in the Peaks of the Grid Power Flow; 3 Experiment; 3.1 MPC Implementation; 3.2 PV Power Prediction Correction; 3.3 Experiment Setup; 3.4 Experiment Results; 4 Results and Discussion; 5 Conclusion; References; cloud.iO: A Decentralised IoT Architecture to Control Electrical Appliances in Households; 1 Introduction; 2 Context; 3 Related Works; 3.1 DR Deployment Architectures |
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3.2 IoT Architectures for Smart Energy and Smart City Services4 Distributed ICT Architecture; 4.1 Overview; 4.2 The Home Area Network; 4.3 The cloud.iO IoT Framework; 4.4 The cloud.iO Framework Applied for SEMIAH; 5 System Deployment; 5.1 Norway; 5.2 Switzerland; 5.3 System Deployment Costs; 5.4 Installation Weaknesses and Drawbacks; 6 Tests; 6.1 Purpose and Execution; 6.2 Heating Cuts; 6.3 Boiler Cuts; 7 Conclusion; References; A SaaS Implementation of a New Generic Crypto-Classifier Service for Secure Energy Efficiency in Smart Cities; 1 Introduction; 2 Related Work |
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2.1 Existing Works on Energy Consumption Analysis2.2 Data Mining Over Encrypted Data; 2.3 Applications of Homomorphic Encryption for the Smart City; 3 Service Architecture; 3.1 First Variant of the Three-Tier Architecture; 3.2 Second Variant of the Three-Tier Architecture; 3.3 Two-Tier Architecture; 3.4 Proposal of a Generic API Based on a Service-Oriented Architecture; 4 Private Classification Algorithm; 4.1 General Description; 4.2 Homomorphic Distance Evaluation; 4.3 Prediction Step on Homomorphic Encrypted Data; 4.4 Homomorphic Cryptosystems; 5 System Prototype |
| Summary |
This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Smart Cities and Green ICT Systems, SMARTGREENS 2018, and the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS 2018, held in Funchal-Madeira, Portugal in March 2018. The 18 full papers presented during SMARTGREENS 2018 and VEHITS 2018 were carefully reviewed and selected from numerous submissions. The papers reflect topics such as smart cities and green ICT systems; vehicle technology and intelligent transport systems. -- Provided by publisher |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource (SpringerLink, viewed August 27, 2019) |
| Subject |
Sustainable urban development -- Congresses
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City planning -- Environmental aspects -- Congresses
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Intelligent transportation systems -- Congresses
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City planning -- Environmental aspects
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Intelligent transportation systems
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Sustainable urban development
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Donnellan, Brian, editor
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Klein, Cornel, editor
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Helfert, Markus, editor
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Gusikhin, Oleg, editor
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VEHITS (Conference) (4th : 2018 : Funchal, Portugal)
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| ISBN |
9783030266332 |
|
3030266338 |
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303026632X |
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9783030266325 |
|
9783030266349 |
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3030266346 |
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