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Forecasting and Assessing Risk of Individual Electricity Peaks

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Book Series: Mathematics of Planet Earth ISBN: 9783030286699 Year: Pages: 97 DOI: 10.1007/978-3-030-28669-9 Language: English
Publisher: Springer Nature
Subject: Agriculture (General) --- Mathematics
Added to DOAB on : 2020-02-04 11:21:18
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The overarching aim of this open access book is to present self-contained theory and algorithms for investigation and prediction of electric demand peaks. A cross-section of popular demand forecasting algorithms from statistics, machine learning and mathematics is presented, followed by extreme value theory techniques with examples. In order to achieve carbon targets, good forecasts of peaks are essential. For instance, shifting demand or charging battery depends on correct demand predictions in time. Majority of forecasting algorithms historically were focused on average load prediction. In order to model the peaks, methods from extreme value theory are applied. This allows us to study extremes without making any assumption on the central parts of demand distribution and to predict beyond the range of available data. While applied on individual loads, the techniques described in this book can be extended naturally to substations, or to commercial settings. Extreme value theory techniques presented can be also used across other disciplines, for example for predicting heavy rainfalls, wind speed, solar radiation and extreme weather events. The book is intended for students, academics, engineers and professionals that are interested in short term load prediction, energy data analytics, battery control, demand side response and data science in general.

eIoT

Authors: --- ---
ISBN: 9783030104276 Year: Pages: 160 DOI: 10.1007/978-3-030-10427-6 Language: English
Publisher: Springer Nature
Subject: Computer Science --- Agriculture (General)
Added to DOAB on : 2020-02-05 11:21:11
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This open access book explores the collision between the sustainable energy transition and the Internet of Things (IoT). In that regard, this book’s arrival is timely. Not only is the Internet of Things for energy applications, herein called the energy Internet of Things (eIoT), rapidly developing but also the transition towards sustainable energy to abate global climate is very much at the forefront of public discourse. It is within the context of these two dynamic thrusts, digitization and global climate change, that the energy industry sees itself undergoing significant change in how it is operated and managed. This book recognizes that they impose five fundamental energy management change drivers: 1.) the growing demand for electricity, 2.) the emergence of renewable energy resources, 3.) the emergence of electrified transportation, 4.) the deregulation of electric power markets, 5.) and innovations in smart grid technology. Together, they challenge many of the assumptions upon which the electric grid was first built. The goal of this book is to provide a single integrated picture of how eIoT can come to transform our energy infrastructure. This book links the energy management change drivers mentioned above to the need for a technical energy management solution. It, then, describes how eIoT meets many of the criteria required for such a technical solution. In that regard, the book stresses the ability of eIoT to add sensing, decision-making, and actuation capabilities to millions or perhaps even billions of interacting “smart" devices. With such a large scale transformation composed of so many independent actions, the book also organizes the discussion into a single multi-layer energy management control loop structure. Consequently, much attention is given to not just network-enabled physical devices but also communication networks, distributed control & decision making, and finally technical architectures and standards. Having gone into the detail of these many simultaneously developing technologies, the book returns to how these technologies when integrated form new applications for transactive energy. In that regard, it highlights several eIoT-enabled energy management use cases that fundamentally change the relationship between end users, utilities, and grid operators. Consequently, the book discusses some of the emerging applications for utilities, industry, commerce, and residences. The book concludes that these eIoT applications will transform today’s grid into one that is much more responsive, dynamic, adaptive and flexible. It also concludes that this transformation will bring about new challenges and opportunities for the cyber-physical-economic performance of the grid and the business models of its increasingly growing number of participants and stakeholders.

Advances in Integrated Energy Systems Design, Control and Optimization

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ISBN: 9783038424901 9783038424918 Year: Pages: X, 176 DOI: 10.3390/books978-3-03842-491-8 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: General and Civil Engineering
Added to DOAB on : 2017-09-18 08:26:19
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In the face of climate change and resource scarcity, energy supply systems are on the verge of a major transformation, which mainly includes the introduction of new components and their integration into the existing infrastructures, new network configurations and reliable topologies, optimal design and novel operation schemes, and new incentives and business models. This revolution is affecting the current paradigm and demanding that energy systems be integrated into multi-carrier energy hubs. It is highly increasing the interactions between today’s energy systems at various scales and future intelligent energy systems, which are able to incorporate an increasing amount renewable energy sources. This transformation is also accommodating active participation of end-users as responsive prosumers at different scales which in turn helps to reduce energy costs and to mitigate carbon footprints.This book covers the mentioned promising and dynamic areas of research and development, and reports on contributions in design, control and optimization of integrated energy systems. The contents of the book which are gathered based on the accepted articles in the special issue on Advances in Integrated Energy systems Design, Control and Optimization also covers a variety of topics, ranging from operation and control of small-scale electrical networks to the complex energy systems design and planning.

Combined Scheduling and Control

Authors: ---
ISBN: 9783038428053 9783038428060 Year: Pages: VIII, 166 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Computer Science --- Business and Management
Added to DOAB on : 2018-04-13 15:56:34
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Scheduling and control are typically viewed as separate applications because of historical factors such as limited computing resources. Now that algorithms and computing resources have advanced, there are new efforts to have short-term decisions (control) interact or merge with longer-term decisions (scheduling). A new generation of numerical optimization methods are evolving to capture additional benefits and unify the approach to manufacturing process automation. This special issue is a collection of some of the latest advancements in scheduling and control for both batch and continuous processes. It contains developments with multi-scale problem formulation, software for the new class of problems, and a survey of the strengths and weaknesses of successive levels of integration.

Energy Justice Across Borders

Authors: --- --- ---
ISBN: 9783030240219 Year: Pages: 305 DOI: 10.1007/978-3-030-24021-9 Language: English
Publisher: Springer Nature
Subject: Agriculture (General) --- Science (General) --- Geography --- Philosophy
Added to DOAB on : 2020-02-05 11:21:07
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Philosophy; Engineering ethics; Energy policy; Energy and state; Economic geography; Renewable energy resources; Sustainable development; Energy systems

Electrical Power and Energy Systems for Transportation Applications

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ISBN: 9783038422426 9783038422075 Year: Pages: XX, 572 DOI: 10.3390/books978-3-03842-207-5 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Chemical Technology
Added to DOAB on : 2017-07-26 13:30:46
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Electrical power and energy systems are at the forefront of application developments in renewable energy, smart grids, electric aircrafts, electric and hybrid vehicles and much more. The associated technologies and control methods are crucial to achieving global targets in energy efficiency and low-carbon operations, and will also contribute to key areas such as energy security. The greatest challenges occur when we combine new technologies at large-scale and often complex system level. The Special Edition will cover theoretical developments with special emphasis on applications in electrical power and energy systems. Topics covered include:Renewable Energy Systems: Energy management; hybrid systems; distributed systems; renewable sources and integration; transient energy storage, charging networks.Electrical Machines, Drives and Applications: AC and DC machines and drives; multiscale systems modeling; remote monitoring and diagnosis; electric and hybrid vehicles; energy conversion, vehicle to grid interaction.Power Electronic Systems: Converters and emerging technologies; modeling simulation and control; power factor correction; power supplies; active filters; reliability and fault tolerance.Electrical Power Generation Systems: Modeling and simulation of electrical power systems; load management; power quality; distribution reliability; distributed and islanded power systems, sensor networks, communication and control.Electrical Power Systems Modeling and Control: Modeling and control methodologies and applications; intelligent systems; optimization and advanced heuristics; adaptive systems; robust control.

The Future of Transport Between Digitalization and Decarbonization

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Book Series: SpringerBriefs in Energy ISBN: 9783030379667 Year: Pages: 112 DOI: 10.1007/978-3-030-37966-7 Language: English
Publisher: Springer Nature
Subject: Agriculture (General) --- Business and Management
Added to DOAB on : 2020-05-14 09:29:50
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Energy systems are rapidly transitioning towards decarbonization, thanks in part to innovative digital technologies and changing mobility demands. This open access book examines the decarbonization and digitalization transformation in the transport sector, with a particular focus on energy consumption. By studying historical trends and outlining future scenarios, the authors illustrate the evolution of energy consumption in the transport sector, compare alternative decarbonization strategies, and analyze digitalization trends and their effects on energy consumption. The book addresses a broad readership of both academics and professionals working in the energy and transport industries, as well as readers interested in the ongoing debate over energy, mobility and climate change.

Optimum Choice of Energy System Configuration and Storages for a Proper Match between Energy Conversion and Demands

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ISBN: 9783039280360 9783039280377 Year: Pages: 362 DOI: 10.3390/books978-3-03928-037-7 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Science (General) --- Physics (General)
Added to DOAB on : 2020-04-07 23:07:09
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This Special Issue addresses the general problem of a proper match between the demands of energy users and the units for energy conversion and storage, by means of proper design and operation of the overall energy system configuration. The focus is either on systems including single plants or groups of plants, connected or not to one or more energy distribution networks. In both cases, the optimum design and operation involve decisions about thermodynamic processes, about the type, number, design parameters of components/plants, and storage capacities, and about mutual interconnections and the interconnections with the distribution grids. The problem is absolutely general, encompassing design and operation of energy systems for single houses, groups of houses, industries, industrial districts, municipal areas, regions and countries. The presented papers show that similar approaches can be used in different applications, although a general standard has not been achieved yet.

Keywords

advanced exergy-based analysis --- superstructure-based --- superstructure-free --- mathematical programming --- flowsheet synthesis --- multi-objective optimization --- thermal power plants --- gas supply chain --- optimization --- distributed energy --- liquefied natural gas (LNG) --- compressed natural gas (CNG) --- small-scale compressed-air energy storage (SS-CAES) --- energy storage --- exergy analysis --- optimization --- Real Coded Genetic Algorithm (RCGA) --- Violation Constraint-Handling (VCH) --- oil palm --- palm oil mills --- palm oil residues --- value-added products --- supply chains optimization --- spatial analysis --- techno-economic analysis --- wave energy --- battery storage --- price estimation --- hourly distribution --- electricity production --- electricity demand --- synthesis/design optimization --- cycle configuration --- absorption technology --- absorption refrigerator --- district energy system --- optimization --- renewable energy systems --- combined heat and power --- operating cost --- uncertainty --- reliability --- sustainability --- IEEE-RTS --- uncertainties --- MONA --- energy storage --- thermo-electric --- supercritical CO2 --- solar energy --- thermal energy storage --- mixed integer linear programming --- rolling-horizon --- combined heat and power --- optimization --- energy systems --- integrated ship energy systems --- synthesis --- design and operation optimization --- intertemporal optimization --- dynamic optimization --- smart energy systems --- Mixed-Integer NonLinear/Linear Programming (MINLP/MILP) --- dynamic modelling --- design and operation optimization --- fleet of energy conversion and storage units --- smart power systems --- multi-energy systems --- optimization of energy systems design and operation

Alternative Sources of Energy Modeling and Automation

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ISBN: 9783039283743 9783039283750 Year: Pages: 182 DOI: 10.3390/books978-3-03928-375-0 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Physics (General) --- Science (General)
Added to DOAB on : 2020-04-07 23:07:08
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Micro-power domestic organic Rankine cycle (ORC) systems and the selection of the expander and the working fluid are presented, analyzed thoroughly, and numerically evaluated. A promising decentralized hybrid PV-SOFC system is investigated for providing useful energy supply to commercial buildings, capable of power and heat generation at a lower cost. A hybrid solar-combined cycle power plant integrated with a packed-bed thermal energy storage system with a novel recycling configuration enables robust control of collector temperature and net power during times of high solar activity. An automated hybrid (solar and biomass) power plant for thermal energy production for indoor space heating loads coverage is presented. A comprehensive and up-to-date literature review is presented of non-iterative methods for the extraction of the single diode model parameters of photovoltaic modules. A prototype custom built two-speed gearbox with a single stage transmission electric vehicle achieves significant reductions in the overall energy consumption. Two new fuzzy models are presented of high concentrator photovoltaics using the high-accuracy Takagi–Sugeno–Kang approach and the ease of interpreting the Mamdani linguistic rules. Finally, the impact of plug-in hybrid electric vehicles (PHEVs) in the primary frequency regulation is studied and the effects of PHEVs in non-interconnected isolated power systems with significant renewable energy source (RES) penetration are demonstrated through simulations of the isolated power system of Cyprus Island.

Modeling and Simulation of Energy Systems

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ISBN: 9783039215188 9783039215195 Year: Pages: 496 DOI: 10.3390/books978-3-03921-519-5 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering
Added to DOAB on : 2019-12-09 11:49:16
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Energy Systems Engineering is one of the most exciting and fastest growing fields in engineering. Modeling and simulation plays a key role in Energy Systems Engineering because it is the primary basis on which energy system design, control, optimization, and analysis are based. This book contains a specially curated collection of recent research articles on the modeling and simulation of energy systems written by top experts around the world from universities and research labs, such as Massachusetts Institute of Technology, Yale University, Norwegian University of Science and Technology, National Energy Technology Laboratory of the US Department of Energy, University of Technology Sydney, McMaster University, Queens University, Purdue University, the University of Connecticut, Technical University of Denmark, the University of Toronto, Technische Universität Berlin, Texas A&M, the University of Pennsylvania, and many more. The key research themes covered include energy systems design, control systems, flexible operations, operational strategies, and systems analysis. The addressed areas of application include electric power generation, refrigeration cycles, natural gas liquefaction, shale gas treatment, concentrated solar power, waste-to-energy systems, micro-gas turbines, carbon dioxide capture systems, energy storage, petroleum refinery unit operations, Brayton cycles, to name but a few.

Keywords

cogeneration --- process integration --- solar energy --- thermal storage --- desalination --- optimization --- naphtha recovery unit --- statistical model --- simulation --- optimization --- concentrating solar thermal --- CST --- concentrating solar power --- CSP --- parabolic trough --- PTC --- thermal storage --- industrial process heat --- hybrid solar --- power plants --- supervisory control --- dynamic simulation --- dynamic optimization --- optimal control --- post-combustion CO2 capture --- energy efficiency --- time-varying operation --- shale gas condensate --- process synthesis and design --- shale gas condensate-to-heavier liquids --- technoeconomic analysis --- supercritical carbon dioxide --- recompression cycle --- combined cycle --- efficiency --- organic Rankine cycle --- exergy loss --- second law efficiency --- auto thermal reformer --- palladium membrane hydrogen separation --- polymer electrolyte membrane fuel cell (PEMFC) --- multi-loop control --- nonsmooth modeling --- process simulation --- DMR liquefaction processes --- fuel cost minimization problem --- FCMP --- piecewise-linear function generation --- linearization --- natural gas transportation --- compressor modeling --- compressibility factor --- isentropic exponent --- friction factor --- demand response --- energy management --- energy storage --- optimal battery operation --- battery degradation --- micro gas turbine --- modelling --- diagnostics, gas path analysis, analysis by synthesis --- circulating fluidized bed boiler --- refuse derived fuel --- waste to energy --- dynamic modeling --- process control --- dynamic modeling --- process control --- load-following --- supercritical pulverized coal (SCPC) --- cycling --- time-delay --- smith predictor --- energy systems --- modeling and simulation --- multi-scale systems engineering --- sustainable process design --- energy economics --- top-down models --- hybrid Life Cycle Assessment --- oil and gas --- offshore wind --- combined cycle --- hybrid system --- kriging --- multi-objective optimisation --- solar PV --- wind power --- life cycle analysis --- energy storage --- multiphase equilibrium --- RK-ASPEN --- methyl-oleate --- biodiesel --- supercritical CO2 --- WHENS --- work and heat integration --- building blocks --- superstructure --- MINLP --- absorption refrigeration --- H2O-LiBr working pair --- double-effect system --- cost optimization --- nonlinear mathematical programming --- Organic Rankine Cycle (ORC) --- geothermal energy --- binary cycle --- R245fa --- R123 --- mixture ratio --- Dieng --- Indonesia --- modeling --- simulation --- energy --- energy systems --- process systems engineering --- optimization --- process design --- operations

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