S. Prabhakar et Ak. Goel, FUNCTIONAL-MODELING FOR ENABLING ADAPTIVE DESIGN OF DEVICES FOR NEW ENVIRONMENTS, Artificial intelligence in engineering, 12(4), 1998, pp. 417-444
Current AI research on adaptive design is limited to devices with mini
mal interactions with their environments. This is partly because curre
nt functional models are limited to devices with minimal environmental
interactions. We describe a functional representation scheme, called
the Environmentally-bound Structure-Behavior-Function (or ESBF) model,
to represent and organize knowledge of the functioning of a device, i
ncluding the role of its environmental interactions. We also describe
a processing strategy called Environmentally-driven Adaptive Modeling
(or EAM) for modifying a known design for operation in a new environme
nt, and thus for carrying out new functions that arise due to new devi
ce-environment interactions. We illustrate the ESBF and EAM through th
e example of adapting the conceptual design of a refrigerator to obtai
n a preliminary design of an air-conditioner. We also discuss the impl
ementation of this example in a computer program called Environmental
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