A bottom-up approach to evaluate the harmonics and power of home appliances in residential areas

被引:16
|
作者
Sun, Yuanyuan [1 ]
Xie, Xiangmin [1 ]
Wang, Qingyan [1 ]
Zhang, Linghan [2 ]
Li, Yahui [1 ]
Jin, Zongshuai [1 ]
机构
[1] Shandong Univ, Sch Elect Engn, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, Jinan 250061, Peoples R China
[2] Guangdong Elect Power Ltd Co, Dongguan Power Supply Co, Dongguan 523008, Peoples R China
基金
中国国家自然科学基金;
关键词
Home appliances; Harmonic evaluation; Harmonic coupled model; Random usage pattern; Power prediction; Bottom-up method; ELECTRICITY CONSUMPTION; ENERGY-CONSUMPTION; MODEL; SYSTEM;
D O I
10.1016/j.apenergy.2019.114207
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
With expansion of the urban population, the power consumed by Chinese residential load is increasing rapidly. At the same time, power-electronic devices are widely adopted in home appliances, injecting a great amount of harmonics into the power system, which makes the harmonic problem in residential areas more serious than ever before. In this paper, a bottom-up approach is proposed to evaluate the harmonics of residential energy use. Firstly, a harmonic coupled model is proposed to calculate the harmonics generated by individual nonlinear home appliance. The model directly exhibits the couplings between different order harmonic voltages and currents. Secondly, based on the Markov chain Monte Carlo method, a random usage model is established to determine the usage pattern of home appliances. Various behavioral factors that affect the domestic use of energy in China are considered, and corresponding correction factors are proposed to improve the model accuracy. Thirdly, based on the proposed electrical and random usage models, a bottom-up approach is used to evaluate the harmonics and power of large-scale residential loads. Simulation results are compared with field measurements to verify the accuracy and validity of the proposed method. Furthermore, the proposed methodologies are applied to predict the harmonic generation and power consumption of some rapidly developing harmonic sources such as electric vehicles.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Forecasting inflation through a bottom-up approach: How bottom is bottom?
    Duarte, Claudia
    Rua, Antonio
    [J]. ECONOMIC MODELLING, 2007, 24 (06) : 941 - 953
  • [42] EXPLAINING RESIDENTIAL ENERGY USE BY INTERNATIONAL BOTTOM-UP COMPARISONS
    SCHIPPER, L
    KETOFF, A
    KAHANE, A
    [J]. ANNUAL REVIEW OF ENERGY, 1985, 10 : 341 - 405
  • [43] Modeling and forecasting energy consumption in Algerian residential buildings using a bottom-up GIS approach
    Messoudi, Lazher
    Gouareh, Abderrahmane
    Settou, Belkhir
    Mokhtara, Charafeddine
    Settou, Noureddine
    [J]. ENERGY AND BUILDINGS, 2024, 317
  • [44] Consumer behaviour in the residential heating sector in Austria: Findings from a bottom-up modelling approach
    Holzmann, Angela
    Schmid, Erwin
    [J]. ENERGY AND BUILDINGS, 2018, 158 : 486 - 493
  • [45] Bottom-up approach for carbon nanotube interconnects
    Li, J
    Ye, Q
    Cassell, A
    Ng, HT
    Stevens, R
    Han, J
    Meyyappan, M
    [J]. APPLIED PHYSICS LETTERS, 2003, 82 (15) : 2491 - 2493
  • [46] Governing Campus Speech: a Bottom-Up Approach
    Emily Chamlee-Wright
    [J]. Society, 2018, 55 : 392 - 402
  • [47] Food security in India: The bottom-up approach
    Bhadra, Rumela
    [J]. Resource: Engineering and Technology for Sustainable World, 2013, 20 (06): : 8 - 9
  • [48] A bottom-up approach to the strong CP problem
    Diaz-Cruz, J. L.
    Hollik, W. G.
    Saldana-Salazar, U. J.
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS A, 2018, 33 (14-15):
  • [49] Synthesizing schizophrenia: A bottom-up, symptomatic approach
    Robbins, TW
    [J]. SCHIZOPHRENIA BULLETIN, 2005, 31 (04) : 854 - 864
  • [50] A "bottom-up" approach to process development.
    Chen, CK
    Singh, AK
    Grosso, JA
    Venit, JJ
    Qiu, J
    Dadiz, A
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2001, 222 : U641 - U641