Dynamic time warping based non-intrusive load transient identification

• DTW algorithm is used to measure the similarity of variable-length TPW time-series. • A transient identification method using DTW-based integrated distance is proposed. • The integrated distance is designed combining multiple types of TPW signatures. • Comparison and field tests verify the propose...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Liu, Bo [verfasserIn]

Luan, Wenpeng

Yu, Yixin

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2017

Schlagwörter:

Dynamic time warping

Non-intrusive load monitoring

Nearest neighbor classification

Load transient identification

Transient power waveform

Umfang:

12

Übergeordnetes Werk:

Enthalten in: Risky business: Psychopathy, framing effects, and financial outcomes - Costello, Thomas H. ELSEVIER, 2018, Amsterdam [u.a.]

Übergeordnetes Werk:

volume:195 ; year:2017 ; day:1 ; month:06 ; pages:634-645 ; extent:12

Links:

Volltext

DOI / URN:

10.1016/j.apenergy.2017.03.010

Katalog-ID:

ELV020235682

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