A nonlinear model-based dynamic optimal scheduling of a grid-connected integrated energy system. (15th March 2022)
- Record Type:
- Journal Article
- Title:
- A nonlinear model-based dynamic optimal scheduling of a grid-connected integrated energy system. (15th March 2022)
- Main Title:
- A nonlinear model-based dynamic optimal scheduling of a grid-connected integrated energy system
- Authors:
- Liu, Fang
Mo, Qiu
Yang, Yongwen
Li, Pai
Wang, Shuai
Xu, Yanping - Abstract:
- Abstract: In this study, a nonlinear model-based dynamic optimal coordinated scheduling strategy was developed for a grid-connected integrated energy microgrid on a university campus. This integrated energy system (IES) consists of power grid, photovoltaic/wind power generator, buildings, electric batteries, and heat pumps with thermal energy storages (HPTES). Peak load shifting index, a new indicator, is proposed for evaluating the capability of energy storages for peak-shaving and valley-filling of the grid power and thermal load, and the stability of the power grid with renewables. Comparison of the performances of IES under three scenarios shows that through adopting high-efficient HPTES together with an optimal coordinated scheduling strategy, the penetration rate of renewable energy and the stability of IES can be enhanced significantly; while the operation cost, peak power, grid interactive power, peak load shifting index and CO2 emissions can be reduced significantly. Moreover, compared with the optimal scheduling strategy previously developed based on a linear model, the optimal scheduling strategy developed based on a dynamic nonlinear model can help to reduce the grid-connected time of the IES containing HPTES. This study would be useful for increasing the penetration rate of renewables and the stability of grid, as well as reducing the grid-disconnected time of an IES at a low operation cost in practice. Highlights: Nonlinear dynamic model for renewableAbstract: In this study, a nonlinear model-based dynamic optimal coordinated scheduling strategy was developed for a grid-connected integrated energy microgrid on a university campus. This integrated energy system (IES) consists of power grid, photovoltaic/wind power generator, buildings, electric batteries, and heat pumps with thermal energy storages (HPTES). Peak load shifting index, a new indicator, is proposed for evaluating the capability of energy storages for peak-shaving and valley-filling of the grid power and thermal load, and the stability of the power grid with renewables. Comparison of the performances of IES under three scenarios shows that through adopting high-efficient HPTES together with an optimal coordinated scheduling strategy, the penetration rate of renewable energy and the stability of IES can be enhanced significantly; while the operation cost, peak power, grid interactive power, peak load shifting index and CO2 emissions can be reduced significantly. Moreover, compared with the optimal scheduling strategy previously developed based on a linear model, the optimal scheduling strategy developed based on a dynamic nonlinear model can help to reduce the grid-connected time of the IES containing HPTES. This study would be useful for increasing the penetration rate of renewables and the stability of grid, as well as reducing the grid-disconnected time of an IES at a low operation cost in practice. Highlights: Nonlinear dynamic model for renewable multi-energy storage grid-connected microgrid. Peak load shifting index proposed to evaluate microgrid performances and stability. Optimal coordinated scheduling of multiple energy supply, conversion and storages. Heat pumps with thermal storages benefit for increasing penetration of renewables. Operation cost considering time-of-use tariff, on-grid price and capacity price. … (more)
- Is Part Of:
- Energy. Volume 243(2022)
- Journal:
- Energy
- Issue:
- Volume 243(2022)
- Issue Display:
- Volume 243, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 243
- Issue:
- 2022
- Issue Sort Value:
- 2022-0243-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-03-15
- Subjects:
- Integrated energy systems -- Dynamic nonlinear model -- Heat pump with thermal storages -- Optimal coordinated scheduling -- Penetration of renewable energy -- Stability of grid
Power resources -- Periodicals
Power (Mechanics) -- Periodicals
Energy consumption -- Periodicals
333.7905 - Journal URLs:
- http://www.elsevier.com/journals ↗
- DOI:
- 10.1016/j.energy.2022.123115 ↗
- 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:
- 20662.xml