Artículo
Development of an energy management system for a naphtha reforming plant: A data mining approach
Autor/es | Velázquez Alonso, David
González Falcón, Rocío Pérez Lombard, Luis Gallego Fernández, Luz Marina Monedero Goicoechea, Iñigo Luis Biscarri Triviño, Félix |
Departamento | Universidad de Sevilla. Departamento de Tecnología Electrónica Universidad de Sevilla. Departamento de Ingeniería Eléctrica |
Fecha de publicación | 2013 |
Fecha de depósito | 2022-03-24 |
Publicado en |
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Resumen | Despite the industrial sector accounts for about a quarter of total final consumption worldwide and great
efforts have been carried out to reduce its energy use in the last decades, there are still substantial oppor ... Despite the industrial sector accounts for about a quarter of total final consumption worldwide and great efforts have been carried out to reduce its energy use in the last decades, there are still substantial oppor tunities to improve industrial energy efficiency. Among those opportunities, energy management sys tems (EMSs) are one of the most successful and cost-effective ways to significantly reduce energy use, energy costs and environmental impact without affecting production and quality. This paper describes the development of an energy management system for a naphtha reforming plant by the use of a data mining approach. The paper shows how these techniques have been applied to identify key influence variables on energy consumption and to develop an energy performance model of the plant. Energy base line and energy targets have been derived for the assessment of achieved and potential energy savings. Plant results show how savings may be achieved after the implementation of the EMS by tracking and adjusting performance against energy targets |
Cita | Velázquez Alonso, D., González Falcón, R., Pérez Lombard, L., Gallego Fernández, L.M., Monedero Goicoechea, I.L. y Biscarri Triviño, F. (2013). Development of an energy management system for a naphtha reforming plant: A data mining approach. Energy Conversion and Management, 67 (March 2013), 217-225. |
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