Event-triggered online energy flow control strategy for regional integrated energy system using Lyapunov optimization. (February 2021)
- Record Type:
- Journal Article
- Title:
- Event-triggered online energy flow control strategy for regional integrated energy system using Lyapunov optimization. (February 2021)
- Main Title:
- Event-triggered online energy flow control strategy for regional integrated energy system using Lyapunov optimization
- Authors:
- Wang, Guofeng
Yang, Xiaodong
Cai, Wenhui
Zhang, Youbing - Abstract:
- Highlights: Establishing a typical test architecture for regional integrated energy system with P2G and CHP technology. Proposal of an event-triggered mechanism for fast systematic responding with low complexity. Presenting a comfort-oriented online optimization algorithm for RIES based on Lyapunov Optimization. The control strategy may satisfy the benefits for both the RIES and end-users. Abstract: Regional Integrated Energy System (RIES) provides an inspiring perspective for constructing the future-oriented Energy Internet. However, the integration of heterogeneous energy system increases the complexity of critical power infrastructures, which limits the feasibility of energy management in real practice. To mitigate this issue, we propose an online optimization strategy for RIES with heating, ventilation and air conditioning (HVAC) loads in this paper. Specifically, a stochastic problem is formulated to minimize the economic cost with the consideration of power to gas and combined heat and power techniques. In addition, considering the changes of specific events. i.e., essential load, electricity price, queue length of renewable energy sources (RES) and comfort level of end-users, an event-triggered mechanism is established to enable automatic execution of scheduling signals. Without relying on a priori knowledge, we use the Lyapunov optimization method to control energy queue of HVAC and the system stability in real time. The feasibility of the proposed online energy flowHighlights: Establishing a typical test architecture for regional integrated energy system with P2G and CHP technology. Proposal of an event-triggered mechanism for fast systematic responding with low complexity. Presenting a comfort-oriented online optimization algorithm for RIES based on Lyapunov Optimization. The control strategy may satisfy the benefits for both the RIES and end-users. Abstract: Regional Integrated Energy System (RIES) provides an inspiring perspective for constructing the future-oriented Energy Internet. However, the integration of heterogeneous energy system increases the complexity of critical power infrastructures, which limits the feasibility of energy management in real practice. To mitigate this issue, we propose an online optimization strategy for RIES with heating, ventilation and air conditioning (HVAC) loads in this paper. Specifically, a stochastic problem is formulated to minimize the economic cost with the consideration of power to gas and combined heat and power techniques. In addition, considering the changes of specific events. i.e., essential load, electricity price, queue length of renewable energy sources (RES) and comfort level of end-users, an event-triggered mechanism is established to enable automatic execution of scheduling signals. Without relying on a priori knowledge, we use the Lyapunov optimization method to control energy queue of HVAC and the system stability in real time. The feasibility of the proposed online energy flow control algorithm has been validated by the theoretical deduction. The numeral simulation based on real-world traces demonstrates that the proposed method maximizes the economic profit by incenting the load transferring during peak period of electricity price and effectively improves the utilization ratio of RES. Moreover, this method can ensure the end-user's comfort while dramatically reducing the dispatching frequency of HVAC with the event-triggered mechanism. … (more)
- Is Part Of:
- International journal of electrical power & energy systems. Volume 125(2021)
- Journal:
- International journal of electrical power & energy systems
- Issue:
- Volume 125(2021)
- Issue Display:
- Volume 125, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 125
- Issue:
- 2021
- Issue Sort Value:
- 2021-0125-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-02
- Subjects:
- Regional integrated energy system (RIES) -- Heating, Ventilation and air conditioning (HVAC) -- Power to gas -- Event-triggered -- Lyapunov optimization method
Electrical engineering -- Periodicals
Electric power systems -- Periodicals
Électrotechnique -- Périodiques
Réseaux électriques (Énergie) -- Périodiques
Electric power systems
Electrical engineering
Periodicals
621.3 - Journal URLs:
- http://www.sciencedirect.com/science/journal/01420615 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ijepes.2020.106451 ↗
- Languages:
- English
- ISSNs:
- 0142-0615
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.220000
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