Multi-objective optimization of a distributed energy network integrated with heating interchange. (15th August 2016)
- Record Type:
- Journal Article
- Title:
- Multi-objective optimization of a distributed energy network integrated with heating interchange. (15th August 2016)
- Main Title:
- Multi-objective optimization of a distributed energy network integrated with heating interchange
- Authors:
- Wu, Qiong
Ren, Hongbo
Gao, Weijun
Ren, Jianxing - Abstract:
- Abstract: In this study, a multi-objective MILP (mixed integer linear programming) model has been developed for the optimization of a distributed energy network integrated with heating interchanges. The model allows to determine the energy generation components among various candidates, the site and size of each selected technology, optimal running schedule, as well as optimal lay-out of heating pipelines. Both economic and environmental aspects have been taken into account in the objective function with relative weighting factors. As an illustrative example, the model is applied to a low carbon community including five buildings (hotel, hospital, office, store and apartment) located in Shanghai, China. According to the simulation results, by introducing the distributed energy network, the total capacity of distributed generations is increased, and the overall performances (both economic and environmental ones) of the local area are enhanced. In addition, the sensitivity analyses indicate that the determination of user preference, as well as the fluctuation of energy loads and fuel prices may have considerable influence on the performances of the distributed energy network. Moreover, according to the results of "8 buildings" cases with different building combinations, the rational selection of end-users is of vital importance for the plan and design of a distributed energy network. Highlights: A multi-objective optimization model of a distributed energy network is proposed.Abstract: In this study, a multi-objective MILP (mixed integer linear programming) model has been developed for the optimization of a distributed energy network integrated with heating interchanges. The model allows to determine the energy generation components among various candidates, the site and size of each selected technology, optimal running schedule, as well as optimal lay-out of heating pipelines. Both economic and environmental aspects have been taken into account in the objective function with relative weighting factors. As an illustrative example, the model is applied to a low carbon community including five buildings (hotel, hospital, office, store and apartment) located in Shanghai, China. According to the simulation results, by introducing the distributed energy network, the total capacity of distributed generations is increased, and the overall performances (both economic and environmental ones) of the local area are enhanced. In addition, the sensitivity analyses indicate that the determination of user preference, as well as the fluctuation of energy loads and fuel prices may have considerable influence on the performances of the distributed energy network. Moreover, according to the results of "8 buildings" cases with different building combinations, the rational selection of end-users is of vital importance for the plan and design of a distributed energy network. Highlights: A multi-objective optimization model of a distributed energy network is proposed. System components, running strategies and heat pipeline lay-outs are determined. A comparative study between heating network and thermal storage tank is executed. The user preference has considerable influence on the system performances. Rational selection of end-users within the community is of vital importance. … (more)
- Is Part Of:
- Energy. Volume 109(2016)
- Journal:
- Energy
- Issue:
- Volume 109(2016)
- Issue Display:
- Volume 109, Issue 2016 (2016)
- Year:
- 2016
- Volume:
- 109
- Issue:
- 2016
- Issue Sort Value:
- 2016-0109-2016-0000
- Page Start:
- 353
- Page End:
- 364
- Publication Date:
- 2016-08-15
- Subjects:
- Multi-objective optimization -- MILP model -- Distributed energy network -- Heating interchange -- Thermal storage
Power resources -- Periodicals
Power (Mechanics) -- Periodicals
Energy consumption -- Periodicals
333.7905 - Journal URLs:
- http://www.elsevier.com/journals ↗
- DOI:
- 10.1016/j.energy.2016.04.112 ↗
- Languages:
- English
- ISSNs:
- 0360-5442
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3747.445000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 8975.xml