Model-based monitoring and management of distributed treatment systems (DSyM)
How can the overall performance of distributed treatment systems be estimated and maintained?
Distributed (decentralized) wastewater treatment can be
considered as alternative approach to the currently prevailing system with
waterborne sewers and large centralized wastewater treatment plants. This
requires, however, that the overall performance of all treatment units can be assessed
and controlled. The sum of distributed small-scale treatment plants in a
particular catchment must be considered as one system providing an overall
service for the environment and the public health. Experiences in many
countries have shown that one cannot rely on the proper function of the
individual treatment units. Therefore, we conclude that centralized monitoring
is indispensible to maintain a certain overall system performance, and to
effectively and efficiently allocate financial and human resources. Currently,
there is no inexpensive and direct way to monitor the treatment performance of
wastewater treatment on-line. Therefore, the monitoring scheme must be able to
estimate the system performance based on proxy data, incomplete and unreliable
information, and failure probabilities. Model-based systems analysis allows
identifying important influence factors and evaluating the value of information
and data to estimate the system performance.
The goal of this project is to develop a generic model to
estimate the performance of a fleet of distributed treatment units based on
limited and unreliable measurements. The model shall be applicable for
different treatment technologies and be easily scalable. In a top-down approach
the model shall be used to identify what information is needed to reliably and
economically estimate the overall system performance, what data can provide
such information and finally what sensors and inspections can provide such
data.
Parts of this project are performed in the frame of the
project Vuna - Nutrient Harvesting in South Africa (work package performance
modeling).

