Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation
An economic development model analyzes the adoption of alternative strategy capable of leveraging the economy, based essentially on RES. The combination of wind turbine, PV installation with new technology battery energy storage, DSM network and RES forecasting algorithms maximizes RES integration i...
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| Formato: | Online |
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| Lenguaje: | inglés |
| Publicado: |
MDPI - Multidisciplinary Digital Publishing Institute
2022
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| Materias: | |
| Acceso en línea: | ONIX_20221206_9783036557113_12 |
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| _version_ | 1869517795009495040 |
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| collection | Directory of Open Access Books |
| description | An economic development model analyzes the adoption of alternative strategy capable of leveraging the economy, based essentially on RES. The combination of wind turbine, PV installation with new technology battery energy storage, DSM network and RES forecasting algorithms maximizes RES integration in isolated islands. An innovative model of power system (PS) imbalances is presented, which aims to capture various features of the stochastic behavior of imbalances and to reduce in average reserve requirements and PS risk. Deep learning techniques for medium-term wind speed and solar irradiance forecasting are presented, using for first time a specific cloud index. Scalability-replicability of the FLEXITRANSTORE technology innovations integrates hardware-software solutions in all areas of the transmission system and the wholesale markets, promoting increased RES. A deep learning and GIS approach are combined for the optimal positioning of wave energy converters. An innovative methodology to hybridize battery-based energy storage using supercapacitors for smoother power profile, a new control scheme and battery degradation mechanism and their economic viability are presented. An innovative module-level photovoltaic (PV) architecture in parallel configuration is introduced maximizing power extraction under partial shading. A new method for detecting demagnetization faults in axial flux permanent magnet synchronous wind generators is presented. The stochastic operating temperature (OT) optimization integrated with Markov Chain simulation ascertains a more accurate OT for guiding the coal gasification practice. |
| format | Online |
| id | doab-20.500.12854ir-94489 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-944892024-04-09T23:16:00Z Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation Stavrakakis, George S. entrained flow coal gasification ash melting point operation temperature Markov process stochastic optimization model genetic algorithm gallium nitride magnetic-free converters module-level converters parallel architecture partial shading photovoltaic systems switched capacitor converters hybrid energy storage system supercapacitor lead–acid battery energy management system battery degradation depth of discharge techno-economic analysis hybrid power station green island energy storage remote community reserves k-means probabilistic dimensioning dynamic dimensioning balancing wave energy converters deep neural networks renewable energy sources spatial planning sentinel satellite imagery permanent magnet synchronous machines generators fault detection demagnetization artificial intelligence data mining machine learning advanced deep learning windspeed forecasting solar irradiation forecasting increased RES penetration smart grid scalability replicability FLEXITRANSTORE Angolan economy diversification strategic alternative biofuels thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology An economic development model analyzes the adoption of alternative strategy capable of leveraging the economy, based essentially on RES. The combination of wind turbine, PV installation with new technology battery energy storage, DSM network and RES forecasting algorithms maximizes RES integration in isolated islands. An innovative model of power system (PS) imbalances is presented, which aims to capture various features of the stochastic behavior of imbalances and to reduce in average reserve requirements and PS risk. Deep learning techniques for medium-term wind speed and solar irradiance forecasting are presented, using for first time a specific cloud index. Scalability-replicability of the FLEXITRANSTORE technology innovations integrates hardware-software solutions in all areas of the transmission system and the wholesale markets, promoting increased RES. A deep learning and GIS approach are combined for the optimal positioning of wave energy converters. An innovative methodology to hybridize battery-based energy storage using supercapacitors for smoother power profile, a new control scheme and battery degradation mechanism and their economic viability are presented. An innovative module-level photovoltaic (PV) architecture in parallel configuration is introduced maximizing power extraction under partial shading. A new method for detecting demagnetization faults in axial flux permanent magnet synchronous wind generators is presented. The stochastic operating temperature (OT) optimization integrated with Markov Chain simulation ascertains a more accurate OT for guiding the coal gasification practice. 2022-12-06T16:07:53Z 2022-12-06T16:07:53Z 2022 book ONIX_20221206_9783036557113_12 9783036557113 9783036557120 https://directory.doabooks.org/handle/20.500.12854/94489 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/6313 https://mdpi.com/books/pdfview/book/6313 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-5712-0 10.3390/books978-3-0365-5712-0 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036557113 9783036557120 250 Basel open access |
| spellingShingle | entrained flow coal gasification ash melting point operation temperature Markov process stochastic optimization model genetic algorithm gallium nitride magnetic-free converters module-level converters parallel architecture partial shading photovoltaic systems switched capacitor converters hybrid energy storage system supercapacitor lead–acid battery energy management system battery degradation depth of discharge techno-economic analysis hybrid power station green island energy storage remote community reserves k-means probabilistic dimensioning dynamic dimensioning balancing wave energy converters deep neural networks renewable energy sources spatial planning sentinel satellite imagery permanent magnet synchronous machines generators fault detection demagnetization artificial intelligence data mining machine learning advanced deep learning windspeed forecasting solar irradiation forecasting increased RES penetration smart grid scalability replicability FLEXITRANSTORE Angolan economy diversification strategic alternative biofuels thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation |
| title | Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation |
| title_full | Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation |
| title_fullStr | Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation |
| title_full_unstemmed | Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation |
| title_short | Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation |
| title_sort | alternative sources of energy modeling automation optimal planning and operation |
| topic | entrained flow coal gasification ash melting point operation temperature Markov process stochastic optimization model genetic algorithm gallium nitride magnetic-free converters module-level converters parallel architecture partial shading photovoltaic systems switched capacitor converters hybrid energy storage system supercapacitor lead–acid battery energy management system battery degradation depth of discharge techno-economic analysis hybrid power station green island energy storage remote community reserves k-means probabilistic dimensioning dynamic dimensioning balancing wave energy converters deep neural networks renewable energy sources spatial planning sentinel satellite imagery permanent magnet synchronous machines generators fault detection demagnetization artificial intelligence data mining machine learning advanced deep learning windspeed forecasting solar irradiation forecasting increased RES penetration smart grid scalability replicability FLEXITRANSTORE Angolan economy diversification strategic alternative biofuels thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | entrained flow coal gasification ash melting point operation temperature Markov process stochastic optimization model genetic algorithm gallium nitride magnetic-free converters module-level converters parallel architecture partial shading photovoltaic systems switched capacitor converters hybrid energy storage system supercapacitor lead–acid battery energy management system battery degradation depth of discharge techno-economic analysis hybrid power station green island energy storage remote community reserves k-means probabilistic dimensioning dynamic dimensioning balancing wave energy converters deep neural networks renewable energy sources spatial planning sentinel satellite imagery permanent magnet synchronous machines generators fault detection demagnetization artificial intelligence data mining machine learning advanced deep learning windspeed forecasting solar irradiation forecasting increased RES penetration smart grid scalability replicability FLEXITRANSTORE Angolan economy diversification strategic alternative biofuels thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20221206_9783036557113_12 |