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Angewandte Regelung und Optimierung in der ... - uni-stuttgart

Angewandte Regelung und Optimierung in der ... - uni-stuttgart

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Burst Localisation<br />

Likelihood Estimation<br />

Comb<strong>in</strong>ed Evidence<br />

Credibility<br />

adjusted based on<br />

performance…<br />

weights<br />

•<br />

w 1 w 2 w 3 w 4 w N<br />

Burst Prediction<br />

Model<br />

Correlated Customer<br />

Contacts<br />

Identification Us<strong>in</strong>g<br />

Hydraulic Model<br />

Operator’s<br />

Judgement<br />

...<br />

Field Technician’s<br />

Evidence<br />

• Information fusion us<strong>in</strong>g Dempster-Shafer Theory* of Evidence<br />

• Could be hierarchical<br />

It allows one to comb<strong>in</strong>e evidence from different sources and arrive at a degree of belief<br />

(represented by a belief function) that takes <strong>in</strong>to account all the available evidence. The theory<br />

was first developed by Arthur P. Dempster and Glenn Shafer.<br />

(http://en.wikipedia.org/wiki/Dempster-Shafer_theory)

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