FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2783446584> ?p ?o ?g. }

• W2783446584 abstract "Application of cloud computing technologies in power system has made a great contribution to the establishment of smart grid. Among applications of smart grid, electrical load prediction plays an important role in efficient use of power resource. However, the exponential growth of data has posed a great challenge to the existing algorithms. In this paper, we firstly propose a novel parallel hybrid algorithm, combining the Improved Particle Swarm Optimization (PSO) with ELM, named PIPSO-ELM. Here a modified particle swarm optimization is presented to find the optimal number of hidden neurons as well as the corresponding input weights and hidden biases. Furthermore, in the iterative search process of PSO, an update strategy employs the mutation operator of evolutionary algorithms is introduced for further improving the global search capability and convergence speed of PSO. After that, to handle the large-scale dataset efficiently, the parallel implementation of PIPSO-ELM is achieved using Spark. Finally, extensive experiments on real-life electrical load data and comprehensive evaluation are conducted to verify the performance of PIPSO-ELM in electrical load prediction. Extensive experimental results demonstrate that PIPSO-ELM outperforms the compared algorithms in terms of stability, efficiency and scalability simultaneously." @default.
• W2783446584 created "2018-01-26" @default.
• W2783446584 creator A5025104497 @default.
• W2783446584 creator A5052886865 @default.
• W2783446584 creator A5066931530 @default.
• W2783446584 creator A5081224036 @default.
• W2783446584 creator A5082419115 @default.
• W2783446584 date "2017-07-01" @default.
• W2783446584 modified "2023-09-23" @default.
• W2783446584 title "A parallel evolutionary extreme learning machine scheme for electrical load prediction" @default.
• W2783446584 cites W141982089 @default.
• W2783446584 cites W1512383952 @default.
• W2783446584 cites W1595159159 @default.
• W2783446584 cites W1967617721 @default.
• W2783446584 cites W1980477020 @default.
• W2783446584 cites W1981332849 @default.
• W2783446584 cites W1985008394 @default.
• W2783446584 cites W1986336378 @default.
• W2783446584 cites W1990938413 @default.
• W2783446584 cites W1991151501 @default.
• W2783446584 cites W2002728347 @default.
• W2783446584 cites W2010589404 @default.
• W2783446584 cites W2021150359 @default.
• W2783446584 cites W2026471620 @default.
• W2783446584 cites W2040604977 @default.
• W2783446584 cites W2075453184 @default.
• W2783446584 cites W2083006480 @default.
• W2783446584 cites W2096987757 @default.
• W2783446584 cites W2111072639 @default.
• W2783446584 cites W2134603844 @default.
• W2783446584 cites W2141695047 @default.
• W2783446584 cites W2158054309 @default.
• W2783446584 cites W2354582610 @default.
• W2783446584 cites W2543580944 @default.
• W2783446584 doi "https://doi.org/10.1109/sai.2017.8252123" @default.
• W2783446584 hasPublicationYear "2017" @default.
• W2783446584 type Work @default.
• W2783446584 sameAs 2783446584 @default.
• W2783446584 citedByCount "4" @default.
• W2783446584 countsByYear W27834465842018 @default.
• W2783446584 countsByYear W27834465842019 @default.
• W2783446584 countsByYear W27834465842020 @default.
• W2783446584 crossrefType "proceedings-article" @default.
• W2783446584 hasAuthorship W2783446584A5025104497 @default.
• W2783446584 hasAuthorship W2783446584A5052886865 @default.
• W2783446584 hasAuthorship W2783446584A5066931530 @default.
• W2783446584 hasAuthorship W2783446584A5081224036 @default.
• W2783446584 hasAuthorship W2783446584A5082419115 @default.
• W2783446584 hasConcept C10558101 @default.
• W2783446584 hasConcept C111919701 @default.
• W2783446584 hasConcept C11413529 @default.
• W2783446584 hasConcept C119599485 @default.
• W2783446584 hasConcept C126255220 @default.
• W2783446584 hasConcept C127413603 @default.
• W2783446584 hasConcept C154945302 @default.
• W2783446584 hasConcept C159149176 @default.
• W2783446584 hasConcept C162324750 @default.
• W2783446584 hasConcept C2777303404 @default.
• W2783446584 hasConcept C2780150128 @default.
• W2783446584 hasConcept C33923547 @default.
• W2783446584 hasConcept C41008148 @default.
• W2783446584 hasConcept C48044578 @default.
• W2783446584 hasConcept C50522688 @default.
• W2783446584 hasConcept C50644808 @default.
• W2783446584 hasConcept C77088390 @default.
• W2783446584 hasConcept C79974875 @default.
• W2783446584 hasConcept C85617194 @default.
• W2783446584 hasConcept C98045186 @default.
• W2783446584 hasConceptScore W2783446584C10558101 @default.
• W2783446584 hasConceptScore W2783446584C111919701 @default.
• W2783446584 hasConceptScore W2783446584C11413529 @default.
• W2783446584 hasConceptScore W2783446584C119599485 @default.
• W2783446584 hasConceptScore W2783446584C126255220 @default.
• W2783446584 hasConceptScore W2783446584C127413603 @default.
• W2783446584 hasConceptScore W2783446584C154945302 @default.
• W2783446584 hasConceptScore W2783446584C159149176 @default.
• W2783446584 hasConceptScore W2783446584C162324750 @default.
• W2783446584 hasConceptScore W2783446584C2777303404 @default.
• W2783446584 hasConceptScore W2783446584C2780150128 @default.
• W2783446584 hasConceptScore W2783446584C33923547 @default.
• W2783446584 hasConceptScore W2783446584C41008148 @default.
• W2783446584 hasConceptScore W2783446584C48044578 @default.
• W2783446584 hasConceptScore W2783446584C50522688 @default.
• W2783446584 hasConceptScore W2783446584C50644808 @default.
• W2783446584 hasConceptScore W2783446584C77088390 @default.
• W2783446584 hasConceptScore W2783446584C79974875 @default.
• W2783446584 hasConceptScore W2783446584C85617194 @default.
• W2783446584 hasConceptScore W2783446584C98045186 @default.
• W2783446584 hasLocation W27834465841 @default.
• W2783446584 hasOpenAccess W2783446584 @default.
• W2783446584 hasPrimaryLocation W27834465841 @default.
• W2783446584 hasRelatedWork W1552399704 @default.
• W2783446584 hasRelatedWork W1993462671 @default.
• W2783446584 hasRelatedWork W2018386758 @default.
• W2783446584 hasRelatedWork W2040103196 @default.
• W2783446584 hasRelatedWork W2079892376 @default.
• W2783446584 hasRelatedWork W2085829776 @default.
• W2783446584 hasRelatedWork W2123661869 @default.
• W2783446584 hasRelatedWork W2183657729 @default.
• W2783446584 hasRelatedWork W2278169138 @default.

• next