1
Two-level knowledge-based control | |
Author | Setiadji, Tatang Gunar |
Call Number | AIT RSPR no. CS-89-4 |
Subject(s) | Control theory--Computer programs |
Note | A research stud y submitted in partial fulfill1nent of the requirement the degree of Master of Engineering, School of Engineering and Technology |
Publisher | Asian Institute of Technology |
Abstract | This research study has developed a control methodology founded on the knowledge- based approach . It is a non- numerical technique which uses two levels of different knowledge-bases. The shallow knowledge which is the first level, is represented by a set of rules. It is used to select a proper control action. The rules are based both on the experience knowledge a nd predictive knowledge , obtained from qualitative reasoning . The second level is deep knowledge. This is represented by qualitative models. It is used to predict and explain the behavior of the plant. Qualitative mode l are based on qualitative physics, obtained from the model differential equation of the plant. The controller uses measurement and current conditions in state space , defined by t he error level of tank2, a nd the rate of changes of level of t an k2 . The state variable has three values ; + , 0, - a nd two additional variables; more positive ( ++ ) and more negative (- - ) . Th e system is verified a nd demonstrated by a coupled tanks ยท plant, where fourth border Runge-Kutta simulation method is implemented . Some experiments are carried out to measure the performance of the system such as stability and time response. |
Year | 1989 |
Type | Research Study Project Report (RSPR) |
School | School of Engineering and Technology (SET) |
Department | Other Field of Studies (No Department) |
Academic Program/FoS | Computer Science (CS) |
Chairperson(s) | Vilas Wuwongse |
Examination Committee(s) | Nanda, N, K. ;Phan Minh Dung |
Scholarship Donor(s) | Overseas Fellowship Programs Government of Republic of Indonesia |
Degree | Research Studies Project Report (M. Eng.) - Asian Institute of Technology, 1989 |