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Smart energy systems for sustainable smart cities: Current developments, trends and future directions
- Source :
- Applied Energy
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- Within the context of the Smart City, the need for intelligent approaches to manage and coordinate the diverse range of supply and conversion technologies and demand applications has been well established. The wide-scale proliferation of sensors coupled with the implementation of embedded computational intelligence algorithms can help to tackle many of the technical challenges associated with this energy systems integration problem. Nonetheless, barriers still exist, as suitable methods are needed to handle complex networks of actors, often with competing objectives, while determining design and operational decisions for systems across a wide spectrum of features and time-scales. This review looks at the current developments in the smart energy sector, focussing on techniques in the main application areas along with relevant implemented examples, while highlighting some of the key challenges currently faced and outlining future pathways for the sector. A detailed overview of a framework developed for the EU H2020 funded Sharing Cities project is also provided to illustrate the nature of the design stages encountered and control hierarchies required. The study aims to summarise the current state of computational intelligence in the field of smart energy management, providing insight into the ways in which current barriers can be overcome.
- Subjects :
- HEATING-SYSTEMS
FAULT-DETECTION
Technology
Engineering, Chemical
Energy & Fuels
BIG DATA
Computer science
Energy management
ELECTRIC VEHICLE
020209 energy
Big data
Computational intelligence
Context (language use)
02 engineering and technology
Management, Monitoring, Policy and Law
09 Engineering
Engineering
020401 chemical engineering
Smart city
Machine learning
0202 electrical engineering, electronic engineering, information engineering
Predictive control
0204 chemical engineering
14 Economics
RENEWABLE ENERGY
Science & Technology
Energy
BUILDING ENERGY
business.industry
Smart energy systems
Mechanical Engineering
Building and Construction
Complex network
DEMAND-SIDE MANAGEMENT
WASTE-WATER TREATMENT
General Energy
Risk analysis (engineering)
Key (cryptography)
System integration
MODEL-PREDICTIVE CONTROL
RAINWATER HARVESTING SYSTEMS
business
Smart cities
Subjects
Details
- ISSN :
- 03062619
- Volume :
- 237
- Database :
- OpenAIRE
- Journal :
- Applied Energy
- Accession number :
- edsair.doi.dedup.....afbe222eb9c8c3b8ae7be295be5691f0
- Full Text :
- https://doi.org/10.1016/j.apenergy.2019.01.024