Ee. Tarifa et Nj. Scenna, A FAULT-DIAGNOSIS PROTOTYPE FOR A BIOREACTOR FOR BIOINSECTICIDE PRODUCTION, Reliability engineering & systems safety, 48(1), 1995, pp. 27-45
Citations number
30
Categorie Soggetti
Operatione Research & Management Science","Engineering, Industrial
The objective of this work is to develop an algorithm for fault diagno
sis in a process of animal cell cultivation, for bioinsecticide produc
tion. Generally, these processes are batch processes. It is a fact tha
t the diagnosis for a batch process involves a division of the process
evolution (time horizon) into partial processes, which are defined as
pseudocontinuous blocks. Therefore, a PCB represents the evolution of
the system in a time interval where it has a qualitative behavior sim
ilar to a continuous one. Thus, each PCB, in which the process is divi
ded, can be handled in a conventional way (like continuous processes).
The process model, for each PCB, is a Signed Directed Graph (SDG). To
achieve generality and to allow the computational implementation, the
modular approach was used in the synthesis of the bioreactor digraph.
After that, the SDGs were used to carry out qualitative simulations o
f faults. The achieved results are the fault patterns. A special fault
symptom dictionary -SM-has been adopted as data base organization for
fault patterns storage. An effective algorithm is presented for the s
earching process of fault patterns. The system studied, as a particula
r application. is a bioreactor for cell cultivation for bioinsecticide
production. During this work, we concentrate on the SDG construction,
and obtaining real fault patterns by the elimination of spurious patt
erns. The algorithm has proved to be effective in both senses, resolut
ion and accuracy, to diagnose different kinds of simulated faults.