Big-Data-Mining-Based Improved K-Means Algorithm for Energy Use Analysis of Coal-Fired Power Plant Units, A Case Study

Big-Data-Mining-Based Improved K-Means Algorithm for Energy Use Analysis of Coal-Fired Power Plant Units, A Case Study

En esta investigacin̤ se propone una metodologa̕ hb̕rida nueva para optimizacin̤ de carga a nivel de planta con el fin de minimizar el consumo de carbn̤ para centrales elčtricas de carbn̤. Tal metodologa̕ incluye dos partes. La primera, con base en un algoritmo K-medias mejorado y la plataforma Had...

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Bibliografski detalji
Daljnji autori: Liu Binghan, Fu Zhongguang, Wang Pengkai, Liu Lu, Gao Manda, Liu Ji, MDPI
Format: Knjiga
Jezik:engleski
Teme:
Datos masivos
Ciencia de datos
Big data
Data science
Minera̕ de datos
Minera̕ de datos masivos
Algoritmo K-medias
Hadoop
Anl̀isis de sensibilidad
Optimizacin̤
Mq̀uina de vectores de soporte
Consumo de energa̕
Central elčtrica de carbn̤
Data mining
Big data mining
K-means algorithm
Sensitivity analysis
Optimization
Support vector machine
Energy consumption
Coal-fired power plant
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Big-Data-Mining-Based Improved K-Means Algorithm for Energy Use Analysis of Coal-Fired Power Plant Units, A Case Study

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