TY - JOUR
T1 - A procedure for evaluating the applicability of a control proxy function to optimal co-design
AU - Peters, Diane L.
PY - 2016/5/20
Y1 - 2016/5/20
N2 - Optimisation is a useful tool in the design of many systems. When designing a system which will be subject to control, the full optimisation of the system must take into account both the physical components of the system and the controller. Many different methods have been developed for the optimisation of such systems. One approach is to define one single optimisation objective, which may consist of a combination of system characteristics; another approach iterates between the physical system, or plant, and the controller. Other approaches are sequential, in which the plant is optimised first, followed by the controller. The optimisation of the plant may, in some cases, include some characteristics relevant to the controller. One such sequential method, optimisation using a control proxy function (CPF), is highlighted in this paper. This method allows a designer to perform sequential optimisation of a coupled co-design problem, while producing optimal or near-optimal results. However, it is necessary to first evaluate whether the CPF method is appropriate for a problem, and then to identify an appropriate CPF. This paper presents a decision process which a designer can use to determine whether the CPF approach is appropriate, and if so, criteria to determine the CPF.
AB - Optimisation is a useful tool in the design of many systems. When designing a system which will be subject to control, the full optimisation of the system must take into account both the physical components of the system and the controller. Many different methods have been developed for the optimisation of such systems. One approach is to define one single optimisation objective, which may consist of a combination of system characteristics; another approach iterates between the physical system, or plant, and the controller. Other approaches are sequential, in which the plant is optimised first, followed by the controller. The optimisation of the plant may, in some cases, include some characteristics relevant to the controller. One such sequential method, optimisation using a control proxy function (CPF), is highlighted in this paper. This method allows a designer to perform sequential optimisation of a coupled co-design problem, while producing optimal or near-optimal results. However, it is necessary to first evaluate whether the CPF method is appropriate for a problem, and then to identify an appropriate CPF. This paper presents a decision process which a designer can use to determine whether the CPF approach is appropriate, and if so, criteria to determine the CPF.
UR - https://digitalcommons.kettering.edu/mech_eng_facultypubs/205
UR - https://www.tandfonline.com/doi/abs/10.1080/09544828.2016.1183162?journalCode=cjen20
U2 - 10.1080/09544828.2016.1183162
DO - 10.1080/09544828.2016.1183162
M3 - Article
VL - 27
JO - Journal of Engineering Design
JF - Journal of Engineering Design
ER -