Multi-time scale coordination of complementary resources for the provision of ancillary services

被引:12
|
作者
Fabietti, Luca [1 ]
Qureshi, Faran A. [1 ]
Gorecki, Tomasz T. [1 ]
Salzmann, Christophe [1 ]
Jones, Colin N. [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Automat Control Lab, Lausanne, Switzerland
基金
欧洲研究理事会;
关键词
Model predictive control; Demand-response; Ancillary services; Robust optimization; Multi-rate; BATTERY ENERGY-STORAGE; BUILDING HVAC SYSTEMS; FREQUENCY REGULATION; DEMAND RESPONSE; AGGREGATIONS; FLEXIBILITY; STRATEGIES; RESERVES;
D O I
10.1016/j.apenergy.2018.08.045
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents a predictive control scheme for coordinating a set of heterogeneous and complementary resources at different timescales for the provision of ancillary services. In particular, we combine building thermodynamics (slow), and energy storage systems (fast resources) to augment the flexibility that can be provided to the grid compared to the flexibility that any of these resources can provide individually. A multi-level control scheme based on data-based robust optimization methods is developed that enables heterogeneous resources at different time scales (slow and fast) to provide fast regulation services, especially a secondary frequency control service. A data-based predictor is developed to forecast the future regulation signal and is used to improve the performance of the controller in real-time operation. The proposed control method is used to conduct experiments, for nine consecutive days, demonstrating the provision of secondary frequency control fully complying to the Swiss regulations, using a controllable building cooling system on the EPFL campus and an emulated grid-connected energy storage system. The experimental results show that optimally combining such slow and fast resources can significantly augment the flexibility that can be provided to the grid. To the best of author's knowledge, this work is the first experimental demonstration of coordinating heterogeneous demand response to provide secondary frequency control service.
引用
收藏
页码:1164 / 1180
页数:17
相关论文
共 50 条
  • [1] Coordination and Control of Distributed Energy Resources for Provision of Ancillary Services
    Dominguez-Garcia, Alejandro D.
    Hadjicostis, Christoforos N.
    [J]. 2010 IEEE 1ST INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2010, : 537 - 542
  • [2] Multi-Time Scale Coordination of Distributed Energy Resources in Isolated Power Systems
    Mayhorn, Ebony
    Xie, Le
    Butler-Purry, Karen
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (02) : 998 - 1005
  • [3] Provision of Ancillary Services by different Decentralized Energy Resources
    Strunck, Christoph
    Albrecht, Marvin
    Rehtanz, Christian
    [J]. 2019 IEEE MILAN POWERTECH, 2019,
  • [4] A control strategy for participation of DSO flexible resources in TSO ancillary services provision
    Graditi, G.
    Ciavarella, R.
    Di Somma, M.
    Valenti, M.
    [J]. 7TH INTERNATIONAL CONFERENCE ON CLEAN ELECTRICAL POWER (ICCEP 2019): RENEWABLE ENERGY RESOURCES IMPACT, 2019, : 586 - 592
  • [5] The feasibility and profitability of Ancillary Services provision from multi-microgrids
    Yuen, Cherry
    Oudalov, Alexandre
    [J]. 2007 IEEE LAUSANNE POWERTECH, VOLS 1-5, 2007, : 598 - 603
  • [6] ANALYSIS AND SYNTHESIS OF MULTI-TIME SCALE SYSTEMS
    DAUPHINTANGUY, G
    BORNE, P
    FOSSARD, A
    [J]. RAIRO-AUTOMATIQUE-PRODUCTIQUE INFORMATIQUE INDUSTRIELLE-AUTOMATIC CONTROL PRODUCTION SYSTEMS, 1985, 19 (02): : 169 - 196
  • [7] A multi-time scale Australian monsoon index
    Kajikawa, Yoshiyuki
    Wang, Bin
    Yang, Jing
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2010, 30 (08) : 1114 - 1120
  • [8] Natural trackability of multi-time scale systems
    Grujic, LT
    [J]. INFORMATION INTELLIGENCE AND SYSTEMS, VOLS 1-4, 1996, : 2428 - 2433
  • [10] Grid-Scale BESS for Ancillary Services Provision: SoC Restoration Strategies
    Rancilio, Giuliano
    Rossi, Arianna
    Di Profio, Claudio
    Alborghetti, Martino
    Galliani, Andrea
    Merlo, Marco
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (12):