An Incremental Learning Ensemble Strategy for Industrial Process Soft Sensors

<figure class="figure-group responsive"><div class="sub-figure" id="a"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2019/5353296/figures/5353296.fig.004a.svgz" name="5353296.fig.004a" type="image/svg+xml"></object><div class="fig-label">(a) Sizing percentage soft sensor by single ELM model</div></div><div class="sub-figure" id="b"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2019/5353296/figures/5353296.fig.004b.svgz" name="5353296.fig.004b" type="image/svg+xml"></object><div class="fig-label">(b) Sizing percentage soft sensor by ensemble ELM model based on AdaBoost.R</div></div><div class="sub-figure" id="c"><object data="https://static-preview.hindawi.com/articles/complexity/volume-2019/5353296/figures/5353296.fig.004c.svgz" name="5353296.fig.004c" type="image/svg+xml"></object><div class="fig-label">(c) Sizing percentage soft sensor by ILES model</div></div></figure>

<p>The result of the sizing percentage soft sensor.</p>

Complexity

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Figure 4

Figure 4: An Incremental Learning Ensemble Strategy for Industrial Process Soft Sensors 