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Progress to date<br />

A lot of data must be produced before work<br />

can start on modelling and controlling the<br />

anaerobic process. Therefore, laboratory reactors<br />

with the appropriate sensors and analyses are<br />

being operated by partner IAM and Profactor.<br />

The main goal of these experiments is the<br />

generation of data which can be used to train the<br />

neural network.<br />

A structure of the neural net has been developed<br />

for the neural network as a start to the training<br />

process. This structure is only a first draft and<br />

has to be further developed during the training<br />

process. During a discussion process with those<br />

partners operating industrial biogas plants, the<br />

importance of cheap and reliable measurement<br />

methods was stressed. It was considered<br />

important that, on the one hand a minimum<br />

necessary instrumentation for each partners<br />

biogas-plant was agreed and, on the other, two<br />

versions of the control software would seem to<br />

be necessary – s simpler version for those<br />

continuously operated small biogas plants with<br />

less instrumentation, and a sophisticated version<br />

for plants with full process control. Subsequently,<br />

partner IAM developed a client-server software<br />

solution for the control program. The prediction<br />

program for biogas fermentation with neuronal<br />

networks has been included in a Client/Server-<br />

Software solution. The original prediction program<br />

Figure 1: Laboratory reactors operated by<br />

partner Profactor.<br />

is located on a server on the World Wide Web,<br />

and is waiting for data from the client. Using<br />

the client version it is possible for the user to<br />

select Excel data files, send all necessary<br />

data for prediction to the server, and get<br />

prediction results back to the ‘front panel’ of the<br />

client program.<br />

In addition, two fuel cell stations have been<br />

designed and constructed by partner CSIC and<br />

the first experiments have been carried out.<br />

Partner Profactor has done the analytical<br />

method development for a comprehensive<br />

biogas analyses. And almost all partners were<br />

involved in an intensive study concerning<br />

available sensors and the testing of reliable<br />

methods to measure the main parameters in<br />

large biogas plants.<br />

Figure 2: Example of a client front panel for the control program<br />

developed by IAM.<br />

79<br />

INFORMATION<br />

References: ENK6-CT-2001-00518<br />

Programme:<br />

FP5 - <strong>Energy</strong>, Environment and<br />

Sustainable Development<br />

Title:<br />

Advanced Prediction, Monitoring<br />

and Controlling of Anaerobic Digestion<br />

Processes Behaviour Towards <strong>Bio</strong>gas<br />

Usage in Fuel Cells – AMONCO<br />

Duration: 36 months<br />

Contact point:<br />

Marianne Haberbauer<br />

Profactor Produktionsforschungs GmbH<br />

Tel: +43-7252-884205<br />

Fax: +43-7252-884244<br />

marianne.haberbauer@profactor.at<br />

Partners:<br />

Profactor (A)<br />

CSIC (E)<br />

Energieverwertungsagentur (A)<br />

University of Natural Resources and<br />

Applied Life Sciences –Vienna (A)<br />

Matadero Frigorifico del Nalon (E)<br />

GASCON (DK)<br />

Slovenska Pol’nohospodarska<br />

Universita V Nitre (SI)<br />

EBV Management (D)<br />

SARIA <strong>Bio</strong>-Industries (D)<br />

Farmatic <strong>Bio</strong>tech <strong>Energy</strong> (D)<br />

<strong>Bio</strong>gas Barth (D)<br />

Seaborne (D)<br />

EC Scientific Officer:<br />

Jeroen Schuppers<br />

Tel: +32-2-2957006<br />

Fax: +32-2-2993694<br />

jeroen.schuppers@cec.eu.int<br />

Status: Ongoing

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