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Vision and Challenges for Realising the Internet of Things

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An overview <strong>of</strong> <strong>the</strong> LCA procedure, creating <strong>the</strong> base <strong>for</strong> <strong>the</strong>se KPIs, is presented in <strong>the</strong> White<br />

Paper - How to gain from measuring environmental impact from wood products [4].<br />

The indicators are calculated <strong>and</strong> presented in Traceability Services (TS). The TS allows <strong>the</strong><br />

environmental impact from production <strong>of</strong> a product to be computed at item level, because<br />

in<strong>for</strong>mation regarding processes at each stage <strong>of</strong> production is tracked <strong>and</strong> used as input to<br />

<strong>the</strong> calculation <strong>of</strong> <strong>the</strong> KPIs. Typical in<strong>for</strong>mation which is needed in <strong>the</strong> KPI calculation is direct<br />

emissions to air (e.g. CO2 <strong>and</strong> particles), raw material use, resource consumption, energy<br />

use, generation <strong>of</strong> waste, production volumes <strong>and</strong> <strong>the</strong> ratio <strong>of</strong> different products. An initial<br />

inventory <strong>of</strong> <strong>the</strong> current situation is required <strong>for</strong> correct configuration <strong>of</strong> <strong>the</strong> KPIs in TS. When<br />

inputs are not measured on-line, <strong>and</strong> thus not available <strong>for</strong> automatic tracking in TS, results <strong>of</strong><br />

<strong>the</strong> inventory can be used as default values. The more detailed in<strong>for</strong>mation that is ga<strong>the</strong>red in<br />

TS from each stage <strong>of</strong> production <strong>the</strong> higher <strong>the</strong> specificity <strong>of</strong> <strong>the</strong> KPI <strong>and</strong> <strong>the</strong> higher <strong>the</strong> potential<br />

benefits <strong>for</strong> <strong>the</strong> users.<br />

The KPIs reflect <strong>the</strong> environmental impact <strong>of</strong> production. Thus <strong>the</strong> aim <strong>for</strong> an industrial user<br />

is to keep <strong>the</strong> values <strong>of</strong> <strong>the</strong> KPI as low as possible. The front page <strong>of</strong> <strong>the</strong> environmental interface<br />

<strong>of</strong> <strong>the</strong> system developed in Indisputable Key can be configured according to user preferences,<br />

with in<strong>for</strong>mation on e.g. values <strong>of</strong> <strong>the</strong> most interesting KPIs <strong>and</strong> contribution to a KPI<br />

from <strong>the</strong> different processing stages, see Figure 4.9-6.<br />

Figure 4.9-6: Front page <strong>of</strong> <strong>the</strong> environmental interface provides <strong>the</strong> industrial user with his<br />

preferred in<strong>for</strong>mation. The example shows in<strong>for</strong>mation on KPI values, colour indicator on KPI<br />

level compared to defined limits <strong>and</strong> <strong>the</strong> contribution to <strong>the</strong> KPI Climate Change from <strong>the</strong><br />

different production stages.<br />

The user can view <strong>the</strong> result with different levels <strong>of</strong> detail. The most aggregated level is to present<br />

<strong>the</strong> accumulated KPI value <strong>for</strong> all <strong>the</strong> stages <strong>of</strong> <strong>the</strong> entire production chain. From that it is<br />

possible to drill down <strong>and</strong> get in<strong>for</strong>mation on <strong>the</strong> contribution from separate stages (e.g. harvesting,<br />

transport <strong>and</strong> saw mill) <strong>and</strong> different processes within a production stage (e.g. log<br />

sorting, sawing <strong>and</strong> green sorting in <strong>the</strong> saw mill). It is also possible to analyse which <strong>of</strong> <strong>the</strong><br />

CERP-IoT – Cluster <strong>of</strong> European Research Projects on <strong>the</strong> <strong>Internet</strong> <strong>of</strong> <strong>Things</strong><br />

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