SEAM4US: An intelligent energy management system for underground stations. (15th March 2016)

• Record Type: Journal Article
• Authors: Casals, Miquel; Gangolells, Marta; Forcada, Núria; Macarulla, Marcel; Giretti, Alberto; Vaccarini, Massimo
• Is Part Of: Applied energy. Volume 166(2016)
• Page Start: 150
• Page End: 164
• Publication Date: 2016-03-15
• Subjects: Energy management system -- Energy consumption -- Intelligent control -- Underground station -- Metro network; Power (Mechanics) -- Periodicals; Energy conservation -- Periodicals; Energy conversion -- Periodicals; 621.042
• DOI: 10.1016/j.apenergy.2016.01.029
• Languages: English
• ISSNs: 0306-2619

Abstract

Highlights: An intelligent energy management system for underground stations is presented. Adaptive control policies for lighting, ventilation and escalators are defined. The system is deployed and evaluated in a real underground station. The energy savings range between 25.86% and 22.01% of the controlled energy. Abstract: Several previous research initiatives have highlighted the role of Information and Communication Technologies (ICT) as key enablers for decreasing energy usage in buildings. However, few advances have been achieved in underground public spaces. This paper introduces a novel intelligent energy management system for underground stations. The system implements artificial intelligence solutions for autonomous building system control, based on advanced control algorithms that can learn from previous operations and situations. The robustness needed to operate in public spaces is achieved through a seamlessly integrated monitoring grid with self-diagnosis mechanisms. A middleware platform integrates existing devices, subsystems and newly deployed sensor-actuator networks. Results obtained during the implementation of the system in a prototype underground station showed potential yearly energy savings ranging between 74, 336 and 87, 339 kW h. The highest energy savings potential was found in the ventilation subsystem (30.6% ± 2.0%), followed by the lighting system (24.1% ± 1.9%) and escalators (8.5% ± 1.9%).