Hierarchical energy coordination of flywheel energy storage array system for wind farms based on consensus algorithm
Source abstract
Abstract
The flywheel energy storage (FES) array system plays an important role in smoothing the power output of wind farms. Therefore, how to allocate the total charging and discharging power of wind farms to individual FES system (FESS) units has long been a research hotspot. We propose a hierarchical coordinated control strategy applying the concept of the state of energy (SOE) of FESS units. Energy allocation is achieved by investigating the consensus algorithm of the SOE for both an undirected graph and unbalanced directed graph. Then, we propose another approach to convert the adjacency matrix into a column stochastic matrix using the idea of the PageRank algorithm for an unbalanced directed graph and achieve an SOE consensus of FESS units using the power iteration method. Simulation results demonstrate that the proposed algorithm is effective.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Microgrid Control and Optimization · Power Systems and Renewable Energy · Frequency Control in Power Systems
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
College of Energy and Power Engineering, Inner Mongolia University of Technology 1 , Hohhot, Inner Mongolia 010051, China
College of Information Engineering, Inner Mongolia University of Technology 2 , Hohhot, Inner Mongolia 010051, China
Key Laboratory of Wind Energy and Solar Energy Technology, Ministry of Education 3 , Hohhot 010051, China
Funding
Key Technology Research Project in Inner Mongolia · Inner Mongolia Science and Technology Major Project
References (39)
Show source-provided references
1. Renewable energy generation and GHG emission reduction potential of a satellite water reuse plant by using solar photovoltaics and anaerobic digestion10.3390/w13050635 ↗
2. Electricity production based forecasting of greenhouse gas emissions in Turkey with deep learning, support vector machine and artificial neural network algorithms10.1016/j.jclepro.2020.125324 ↗
3. Impact of PV system orientation angle accuracy on greenhouse gases mitigation10.1016/j.csite.2020.100815 ↗
4. Overview of wind power intermittency: Impacts, measurements, and mitigation solutions10.1016/j.apenergy.2017.06.098 ↗
5. Environmental impact and pollution-related challenges of renewable wind energy paradigm—A review10.1016/j.scitotenv.2019.05.274 ↗
6. Analysis of wind power intermittency based on historical wind power data10.1016/j.energy.2018.02.142 ↗
7. Overview of wind power intermittency impacts on power systems10.1016/j.epsr.2009.10.035 ↗
8. Effects of wind power intermittency on generation and emissions10.1016/j.tej.2019.02.007 ↗
9. Mitigation of wind power intermittency: Storage technology approach10.1016/j.rser.2014.12.034 ↗
10. Control strategy to smooth wind power output using battery energy storage system: A review10.1016/j.est.2021.102252 ↗
11. A review on rapid responsive energy storage technologies for frequency regulation in modern power systems10.1016/j.rser.2019.109626 ↗
12. A review of energy storage types, applications and recent developments10.1016/j.est.2019.101047 ↗
13. Optimal sizing and placement of energy storage system in power grids: A state-of-the-art one-stop handbook10.1016/j.est.2020.101814 ↗
14. Cyclic utilization control for regenerative braking energy of metro based on high speed flywheel array10.1063/1.5118707 ↗
15. Uses, cost-benefit analysis, and markets of energy storage systems for electric grid applications10.1016/j.est.2020.101731 ↗
16. A review on wind power smoothing using high-power energy storage systems10.1016/j.rser.2020.110455 ↗
17. Review of flywheel energy storage systems structures and applications in power systems and microgrids10.1016/j.rser.2016.11.166 ↗
18. A comprehensive review of Flywheel Energy Storage System technology10.1016/j.rser.2016.09.060 ↗
19. Energy management of flywheel-based energy storage device for wind power smoothing10.1016/j.apenergy.2013.04.029 ↗
20. Control of a flywheel energy storage system for power smoothing in wind power plants10.1109/TEC.2013.2292495 ↗
21. Analysis of alternative frequency control schemes for increasing renewable energy penetration in El Hierro Island power system10.1016/j.ijepes.2019.06.008 ↗
22. A case study on flywheel energy storage system application for frequency regulation of Islanded Amphoe Mueang Mae Hong Son microgrid
23. Optimal scheduling of merchant-owned energy storage systems with multiple ancillary services10.1109/oajpe.2019.2952811 ↗
24. Control and simulation of a flywheel energy storage for a wind diesel power system10.1016/j.ijepes.2014.08.017 ↗
25. Improvement of power quality in wind energy applications using a DSTATCOM coupled with a Flywheel Energy Storage System
26. A grid-connected variable-speed wind generator driving a fuzzy-controlled PMSG and associated to a flywheel energy storage system10.1016/j.epsr.2019.106137 ↗
27. A dynamic power management strategy of a grid connected hybrid generation system using wind, photovoltaic and flywheel energy storage system in residential applications10.1016/j.energy.2014.04.039 ↗
28. Hierarchical coordinated control of flywheel energy storage matrix systems for wind farms10.1109/TMECH.2017.2654067 ↗
29. Coordinated control for flywheel energy storage matrix systems for wind farm based on charging/discharging ratio consensus algorithms10.1109/TSG.2015.2470543 ↗
30. Periodic event-triggered control of flywheel energy storage matrix systems for windfarms10.1049/iet-cta.2018.5731 ↗
31. Distributed matrix scaling and application to average consensus in directed graphs10.1109/tac.2012.2219953 ↗
32. Broadcast and gossip stochastic average consensus algorithms in directed topologies10.1109/tcns.2018.2839341 ↗
33. Consensus problems in networks of agents with switching topology and time-delays10.1109/tac.2004.834113 ↗
34. A coordinated control strategy of flywheel array system for multi-objective optimization
35. Charging-discharging control strategy for a flywheel array energy storage system based on the equal incremental principle10.3390/en12152844 ↗
36. Decentralized optimal dispatch of distributed energy resources
37. 2014
38. Perron–Frobenius theorem for nonnegative multilinear forms and extensions10.1016/j.laa.2011.02.042 ↗
39. The PageRank citation ranking: Bringing order to the web