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Ensemble Forecasting Applied to Power Systems

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ISBN: 9783039283125 9783039283132 Year: Pages: 134 DOI: 10.3390/books978-3-03928-313-2 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering
Added to DOAB on : 2020-04-07 23:07:09
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Modern power systems are affected by many sources of uncertainty, driven by the spread of renewable generation, by the development of liberalized energy market systems and by the intrinsic random behavior of the final energy customers. Forecasting is, therefore, a crucial task in planning and managing modern power systems at any level: from transmission to distribution networks, and in also the new context of smart grids. Recent trends suggest the suitability of ensemble approaches in order to increase the versatility and robustness of forecasting systems. Stacking, boosting, and bagging techniques have recently started to attract the interest of power system practitioners. This book addresses the development of new, advanced, ensemble forecasting methods applied to power systems, collecting recent contributions to the development of accurate forecasts of energy-related variables by some of the most qualified experts in energy forecasting. Typical areas of research (renewable energy forecasting, load forecasting, energy price forecasting) are investigated, with relevant applications to the use of forecasts in energy management systems.

Innovative Technologies and Services for Smart Cities

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ISBN: 9783039211814 9783039211821 Year: Pages: 214 DOI: 10.3390/books978-3-03921-182-1 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering --- Electrical and Nuclear Engineering
Added to DOAB on : 2019-12-09 11:49:15
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A smart city is a modern technology-driven urban area which uses sensing devices, information, and communication technology connected to the internet of things (IoTs) for the optimum and efficient utilization of infrastructures and services with the goal of improving the living conditions of citizens. Increasing populations, lower budgets, limited resources, and compatibility of the upgraded technologies are some of the few problems affecting the implementation of smart cities. Hence, there is continuous advancement regarding technologies for the implementation of smart cities. The aim of this Special Issue is to report on the design and development of integrated/smart sensors, a universal interfacing platform, along with the IoT framework, extending it to next-generation communication networks for monitoring parameters of interest with the goal of achieving smart cities. The proposed universal interfacing platform with the IoT framework will solve many challenging issues and significantly boost the growth of IoT-related applications, not just in the environmental monitoring domain but in the other key areas, such as smart home, assistive technology for the elderly care, smart city with smart waste management, smart E-metering, smart water supply, intelligent traffic control, smart grid, remote healthcare applications, etc., signifying benefits for all countries.

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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2020 (1)

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