Non-intrusive Load Composition Estimation from Aggregate ZIP Load Models using Machine Learning

Author:

Asres Mulugeta W.,Girmay Awet A.,Camarda ChristianORCID,Tesfamariam Gebremichael T.

Funder

Ethiopian Institute of Technology

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Energy Engineering and Power Technology

Reference28 articles.

1. Dong Z, Borghetti A, Yamashita K, Gaikwad A, Pourbeik P, Milanović J. CIGRE WG C4.605 recommendations on measurement based and component based load modelling practice. CIGRE SC C4 2012 Hakodate Colloquium; 2012.

2. Load modeling in WECC;Kosterev,2009

3. Cresswell CE. Steady-state load models for power system studies. Ph.D. Dissertation. University of Edinburgh, Edinburgh Institute of Energy Systems; 2009.

4. Experimental determination of the ZIP coefficients for modern residential, commercial, and industrial loads;Bokhari;IEEE Trans Power Deliv,2014

5. W. G. C4.605. Modelling and aggregation of loads in flexible power networks. CIGRE; 2014.

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