Smart Grid Analytics for Sustainability and Urbanization in Big Data
This reprint covers the following topics in the field of smart grids: 1. Optimal dg location and sizing to minimize losses and improve the voltage profile using garra rufa optimization. 2. Solar and wind energy forecasting for the green and intelligent migration of traditional energy sources. 3. Opt...
সংরক্ষণ করুন:
| বিন্যাস: | Online |
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| ভাষা: | ইংরেজি |
| প্রকাশিত: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | ONIX_20231130_9783036591735_211 |
| ট্যাগগুলো: |
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| _version_ | 1869521476755914752 |
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| collection | Directory of Open Access Books |
| description | This reprint covers the following topics in the field of smart grids: 1. Optimal dg location and sizing to minimize losses and improve the voltage profile using garra rufa optimization. 2. Solar and wind energy forecasting for the green and intelligent migration of traditional energy sources. 3. Optimized micro-grid’s operation with electrical-vehicle-based hybridized sustainable algorithm. 4. The detection of nontechnical losses in smart meters using a MLP-GRU deep model and augmenting data via theft attacks. 5. A hybrid deep-learning-based model for the detection of electricity losses using big data in power systems. 6. Load frequency control and automatic voltage regulation in a multi-area interconnected power system using nature-inspired computation-based control methodology. 7. Line overload alleviations in wind energy integrated power systems using automatic generation control. 8. Electric price and load forecasting using a CNN-based ensembler in a smart grid. 9. Day-ahead energy forecasting in a smart grid considering the demand response and microgrids. 10. A dragonfly optimization algorithm for extracting the maximum power of grid-interfaced pv systems. 11. An economic load dispatch problem with multiple fuels and valve point effects using a hybrid genetic–artificial fish swarm algorithm. 12. Incentive-based dynamic pricing in a smart grid. |
| format | Online |
| id | doab-20.500.12854ir-128759 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1287592024-03-28T03:32:39Z Smart Grid Analytics for Sustainability and Urbanization in Big Data Aslam, Sheraz Herodotou, Herodotos Ashraf, Nouman demand side management demand response load scheduling real time pricing genetic algorithm dynamic incentives artificial fish swarm algorithm economic load dispatch hybrid genetic–artificial fish swarm algorithm multi-objective optimization sustainable power generating system photovoltaic (PV) partial shading maximum power point tracking (MPPT) dragonfly optimization algorithm (DOA) adaptive cuckoo search optimization (ACSO) fruit fly optimization algorithm combined with general regression neural network (FFO-GRNN) improved particle swarm optimization (IPSO) voltage source inverter (VSI) total harmonic distortion (THD) energy optimization day ahead energy prediction artificial neural network renewable energy sources microgrid smart grid electricity price forecasting energy management electricity load forecasting convolutional neural network corona virus herd immunity optimization sustainable cities requirement-gathering tool qualitative comparison requirement engineering software engineering requirement-management tools automatic generation control wind energy transmission line security dispatch strategies Pakistan power system PI-PD controller load frequency control automatic voltage regulator nature-inspired optimization multi-area interconnected power system class imbalance gated recurrent units electricity theft detection non-technical losses smart grids deep learning GRU healthcare MLP PRECON smart cities smart meters sustainable society electric vehicles flexible load optimization renewable energy forecasting machine learning energy efficiency sustainability low carbon emission distribution generation Garra Rufa ptimization PSO GA power system urban sustainability local growth regional cities cultural heritage real estate intelligent regions innovation systems circular economy regional policies thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PH Physics This reprint covers the following topics in the field of smart grids: 1. Optimal dg location and sizing to minimize losses and improve the voltage profile using garra rufa optimization. 2. Solar and wind energy forecasting for the green and intelligent migration of traditional energy sources. 3. Optimized micro-grid’s operation with electrical-vehicle-based hybridized sustainable algorithm. 4. The detection of nontechnical losses in smart meters using a MLP-GRU deep model and augmenting data via theft attacks. 5. A hybrid deep-learning-based model for the detection of electricity losses using big data in power systems. 6. Load frequency control and automatic voltage regulation in a multi-area interconnected power system using nature-inspired computation-based control methodology. 7. Line overload alleviations in wind energy integrated power systems using automatic generation control. 8. Electric price and load forecasting using a CNN-based ensembler in a smart grid. 9. Day-ahead energy forecasting in a smart grid considering the demand response and microgrids. 10. A dragonfly optimization algorithm for extracting the maximum power of grid-interfaced pv systems. 11. An economic load dispatch problem with multiple fuels and valve point effects using a hybrid genetic–artificial fish swarm algorithm. 12. Incentive-based dynamic pricing in a smart grid. 2023-11-30T20:50:16Z 2023-11-30T20:50:16Z 2023 book ONIX_20231130_9783036591735_211 9783036591735 9783036591728 https://directory.doabooks.org/handle/20.500.12854/128759 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/8224 https://mdpi.com/books/pdfview/book/8224 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-9172-8 10.3390/books978-3-0365-9172-8 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036591735 9783036591728 280 Basel open access |
| spellingShingle | demand side management demand response load scheduling real time pricing genetic algorithm dynamic incentives artificial fish swarm algorithm economic load dispatch hybrid genetic–artificial fish swarm algorithm multi-objective optimization sustainable power generating system photovoltaic (PV) partial shading maximum power point tracking (MPPT) dragonfly optimization algorithm (DOA) adaptive cuckoo search optimization (ACSO) fruit fly optimization algorithm combined with general regression neural network (FFO-GRNN) improved particle swarm optimization (IPSO) voltage source inverter (VSI) total harmonic distortion (THD) energy optimization day ahead energy prediction artificial neural network renewable energy sources microgrid smart grid electricity price forecasting energy management electricity load forecasting convolutional neural network corona virus herd immunity optimization sustainable cities requirement-gathering tool qualitative comparison requirement engineering software engineering requirement-management tools automatic generation control wind energy transmission line security dispatch strategies Pakistan power system PI-PD controller load frequency control automatic voltage regulator nature-inspired optimization multi-area interconnected power system class imbalance gated recurrent units electricity theft detection non-technical losses smart grids deep learning GRU healthcare MLP PRECON smart cities smart meters sustainable society electric vehicles flexible load optimization renewable energy forecasting machine learning energy efficiency sustainability low carbon emission distribution generation Garra Rufa ptimization PSO GA power system urban sustainability local growth regional cities cultural heritage real estate intelligent regions innovation systems circular economy regional policies thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PH Physics Smart Grid Analytics for Sustainability and Urbanization in Big Data |
| title | Smart Grid Analytics for Sustainability and Urbanization in Big Data |
| title_full | Smart Grid Analytics for Sustainability and Urbanization in Big Data |
| title_fullStr | Smart Grid Analytics for Sustainability and Urbanization in Big Data |
| title_full_unstemmed | Smart Grid Analytics for Sustainability and Urbanization in Big Data |
| title_short | Smart Grid Analytics for Sustainability and Urbanization in Big Data |
| title_sort | smart grid analytics for sustainability and urbanization in big data |
| topic | demand side management demand response load scheduling real time pricing genetic algorithm dynamic incentives artificial fish swarm algorithm economic load dispatch hybrid genetic–artificial fish swarm algorithm multi-objective optimization sustainable power generating system photovoltaic (PV) partial shading maximum power point tracking (MPPT) dragonfly optimization algorithm (DOA) adaptive cuckoo search optimization (ACSO) fruit fly optimization algorithm combined with general regression neural network (FFO-GRNN) improved particle swarm optimization (IPSO) voltage source inverter (VSI) total harmonic distortion (THD) energy optimization day ahead energy prediction artificial neural network renewable energy sources microgrid smart grid electricity price forecasting energy management electricity load forecasting convolutional neural network corona virus herd immunity optimization sustainable cities requirement-gathering tool qualitative comparison requirement engineering software engineering requirement-management tools automatic generation control wind energy transmission line security dispatch strategies Pakistan power system PI-PD controller load frequency control automatic voltage regulator nature-inspired optimization multi-area interconnected power system class imbalance gated recurrent units electricity theft detection non-technical losses smart grids deep learning GRU healthcare MLP PRECON smart cities smart meters sustainable society electric vehicles flexible load optimization renewable energy forecasting machine learning energy efficiency sustainability low carbon emission distribution generation Garra Rufa ptimization PSO GA power system urban sustainability local growth regional cities cultural heritage real estate intelligent regions innovation systems circular economy regional policies thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PH Physics |
| topic_facet | demand side management demand response load scheduling real time pricing genetic algorithm dynamic incentives artificial fish swarm algorithm economic load dispatch hybrid genetic–artificial fish swarm algorithm multi-objective optimization sustainable power generating system photovoltaic (PV) partial shading maximum power point tracking (MPPT) dragonfly optimization algorithm (DOA) adaptive cuckoo search optimization (ACSO) fruit fly optimization algorithm combined with general regression neural network (FFO-GRNN) improved particle swarm optimization (IPSO) voltage source inverter (VSI) total harmonic distortion (THD) energy optimization day ahead energy prediction artificial neural network renewable energy sources microgrid smart grid electricity price forecasting energy management electricity load forecasting convolutional neural network corona virus herd immunity optimization sustainable cities requirement-gathering tool qualitative comparison requirement engineering software engineering requirement-management tools automatic generation control wind energy transmission line security dispatch strategies Pakistan power system PI-PD controller load frequency control automatic voltage regulator nature-inspired optimization multi-area interconnected power system class imbalance gated recurrent units electricity theft detection non-technical losses smart grids deep learning GRU healthcare MLP PRECON smart cities smart meters sustainable society electric vehicles flexible load optimization renewable energy forecasting machine learning energy efficiency sustainability low carbon emission distribution generation Garra Rufa ptimization PSO GA power system urban sustainability local growth regional cities cultural heritage real estate intelligent regions innovation systems circular economy regional policies thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PH Physics |
| url | ONIX_20231130_9783036591735_211 |