IoT-enabled Microgrid for Intelligent Energy-aware Buildings: A Novel Hierarchical Self-consumption Scheme with Renewables

被引:18
作者
Wu, Yanpeng [1 ]
Wu, Ying [2 ]
Guerrero, Josep M. [1 ]
Vasquez, Juan C. [1 ]
Palacios-Garcia, Emilio Jose [3 ]
Guan, Yajuan [1 ]
机构
[1] Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
[2] Xian Shiyou Univ, Sch Comp Sci, Xian 710065, Peoples R China
[3] Katholieke Univ Leuven, Dept Elect Engn ESAT ELECTA, B-3000 Leuven, Belgium
基金
中国国家自然科学基金;
关键词
IoT; microgrid; intelligent building; information fusion; self-consumption; renewable energy; interoperability; FIWARE; AC;
D O I
10.3390/electronics9040550
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a novel hierarchical Internet of Things (IoT)-based scheme for Microgrid-Enabled Intelligent Buildings to achieve energy digitalization and automation with a renewable energy self-consumption strategy. Firstly, a hierarchical structure of Microgrid-Enabled Intelligent Buildings is designed to establish a two-dimensional fusion layered architecture for the microgrid to interact with the composite loads of buildings. The building blocks and functions of each layer are defined specifically. Secondly, to achieve transparent information fusion and interactive cooperation between the supply-side and demand-side, a state transition mechanism driven by a combination of time and events is proposed to activate the real-time and mutual response of generation and loads dynamically. Thirdly, based on the above hierarchical fusion structure and data-driven state transition mechanism, a power balance control algorithm driven by a self-consumption strategy is further proposed to achieve the autonomous balance of supply and demand. Finally, the IoT Microgrid Laboratory at Aalborg University is introduced to show how to implement this novel hierarchical IoT-based scheme in a Microgrid-Enabled Intelligent Building, and the power consensus control method based on the state transition mechanism is verified to achieve a renewable energy self-consumption strategy.
引用
收藏
页数:18
相关论文
共 29 条
  • [1] Improved Dynamic Performance and Hierarchical Energy Management of Microgrids With Energy Routing
    Ahmad, Jameel
    Tahir, Muhammad
    Mazumder, Sudip K.
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (06) : 3218 - 3229
  • [2] Amjad A.M, 2017, IET GENER TRANSM DIS, V11, P1
  • [3] Performance evaluation of FIWARE: A cloud-based IoT platform for smart cities
    Araujo, Victor
    Mitra, Karan
    Saguna, Saguna
    Ahlund, Christer
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 132 : 250 - 261
  • [4] Smart Inverters for Microgrid Applications: A Review
    Arbab-Zavar, Babak
    Palacios-Garcia, Emilio J.
    Vasquez, Juan C.
    Guerrero, Josep M.
    [J]. ENERGIES, 2019, 12 (05)
  • [5] A review of China's energy consumption structure and outlook based on a long-range energy alternatives modeling tool
    Dong, Kang-Yin
    Sun, Ren-Jin
    Li, Hui
    Jiang, Hong-Dian
    [J]. PETROLEUM SCIENCE, 2017, 14 (01) : 214 - 227
  • [6] VICINITY Platform-based Load Scheduling Method by Considering Smart Parking and Smart Appliance
    Guan, Yajuan
    Feng, Wei
    Palacios-Garcia, Emilio J.
    Vasquez, Juan C.
    Guerrero, Josep M.
    [J]. 2019 15TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS), 2019, : 248 - 254
  • [7] Guan YJ, 2017, PROC IEEE INT SYMP, P51, DOI 10.1109/ISIE.2017.8001222
  • [8] Advanced Control Architectures for Intelligent Microgrids-Part I: Decentralized and Hierarchical Control
    Guerrero, Josep M.
    Chandorkar, Mukul
    Lee, Tzung-Lin
    Loh, Poh Chiang
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (04) : 1254 - 1262
  • [9] Hierarchical Control of Droop-Controlled AC and DC Microgrids-A General Approach Toward Standardization
    Guerrero, Josep M.
    Vasquez, Juan C.
    Matas, Jose
    Garci de Vicuna, Luis
    Castilla, Miguel
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (01) : 158 - 172
  • [10] Hakimi S.M, 2019, J CLEAN PROD, V244, P1