INTERVAL ARITHMETIC APPROACH TO QUALITATIVE PHYSICS - STATIC SYSTEMS

被引:5
作者
CHANG, IC
YU, CC
LIOU, CT
机构
[1] Department of Chemical Engineering, National Taiwan Institute of Technology, Taipei
关键词
D O I
10.1002/int.4550080305
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Qualitative physics gives good behavioral description for systems with extremely ambiguous information. However, in engineering applications less ambiguous information is generally available which can be represented easily in terms of interval numbers. In this work, the interval arithmetic reasoner (IAR) is proposed to deal with the interval types of confluences. A resolving technique is discussed to find a less ambiguous solution for interval model equations. If the intervals describing physical quantities approach infinity, then the current method approaches to the ENVISION system. On the other hand, if each physical quantity is a crisp number, then the IAR becomes conventional quantitative simulation. A chemical reactor is used to illustrate the proposed method.
引用
收藏
页码:405 / 430
页数:26
相关论文
共 30 条
[1]   QUALITATIVE PHYSICS USING DIMENSIONAL ANALYSIS [J].
BHASKAR, R ;
NIGAM, A .
ARTIFICIAL INTELLIGENCE, 1990, 45 (1-2) :73-111
[2]   ONLINE FAULT-DIAGNOSIS USING THE SIGNED DIRECTED GRAPH [J].
CHANG, CC ;
YU, CC .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1990, 29 (07) :1290-1299
[3]   EXTENDING THE MATHEMATICS IN QUALITATIVE PROCESS THEORY [J].
DAMBROSIO, B .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1989, 4 (01) :55-80
[4]   A QUALITATIVE PHYSICS BASED ON CONFLUENCES [J].
DEKLEER, J ;
BROWN, JS .
ARTIFICIAL INTELLIGENCE, 1984, 24 (1-3) :7-83
[5]   OPERATIONS ON FUZZY NUMBERS [J].
DUBOIS, D ;
PRADE, H .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1978, 9 (06) :613-626
[6]  
DUBOIS D, 1983, P IFAC S FUZZY INFOR, P399
[7]   QUALITATIVE PROCESS THEORY [J].
FORBUS, KD .
ARTIFICIAL INTELLIGENCE, 1984, 24 (1-3) :85-168
[8]   A PRESERVATION THEOREM FOR FUZZY NUMBER-THEORY [J].
GERLA, G .
INFORMATION SCIENCES, 1988, 45 (01) :51-59
[9]  
IWASAKI Y, 1989, HDB AI, V4
[10]  
KALAGNANAM J, 1991, IEEE EXPERT 0411