Ebook: Industrial and Engineering Applications of Artificial Intelligence and Expert Systems: 5th International Conference, IEA/AIE - 92 Paderborn, Germany, June 9–12, 1992 Proceedings

This volume contains the 5 invited papers and 72 selected papers that were presented at the Fifth International Conference on Industrial and Engineering Applications of Artificial Intelligence. This is the first IEA/AIE conference to take place outside the USA: more than 120 papers were received from 23 countries, clearly indicating the international character of the conference series. Each paper was reviewed by at least three referees. The papers are grouped into parts on: CAM, reasoning and modelling, pattern recognition, software engineering and AI/ES, CAD, vision, verification and validation, neural networks, machine learning, fuzzy logic and control, robotics, design and architecture, configuration, finance, knowledge-based systems, knowledge representation, knowledge acquisition and language processing, reasoning and decision support, intelligent interfaces/DB and tutoring, fault diagnosis, planning and scheduling, and data/sensor fusion.

---

This volume contains the 5 invited papers and 72 selected papers that were presented at the Fifth International Conference on Industrial and Engineering Applications of Artificial Intelligence. This is the first IEA/AIE conference to take place outside the USA: more than 120 papers were received from 23 countries, clearly indicating the international character of the conference series. Each paper was reviewed by at least three referees. The papers are grouped into parts on: CAM, reasoning and modelling, pattern recognition, software engineering and AI/ES, CAD, vision, verification and validation, neural networks, machine learning, fuzzy logic and control, robotics, design and architecture, configuration, finance, knowledge-based systems, knowledge representation, knowledge acquisition and language processing, reasoning and decision support, intelligent interfaces/DB and tutoring, fault diagnosis, planning and scheduling, and data/sensor fusion.

---

This volume contains the 5 invited papers and 72 selected papers that were presented at the Fifth International Conference on Industrial and Engineering Applications of Artificial Intelligence. This is the first IEA/AIE conference to take place outside the USA: more than 120 papers were received from 23 countries, clearly indicating the international character of the conference series. Each paper was reviewed by at least three referees. The papers are grouped into parts on: CAM, reasoning and modelling, pattern recognition, software engineering and AI/ES, CAD, vision, verification and validation, neural networks, machine learning, fuzzy logic and control, robotics, design and architecture, configuration, finance, knowledge-based systems, knowledge representation, knowledge acquisition and language processing, reasoning and decision support, intelligent interfaces/DB and tutoring, fault diagnosis, planning and scheduling, and data/sensor fusion.
Content:
Front Matter....Pages -
Gaining strategic advantage with real-time distributed artificial intelligence....Pages 1-14
Intelligent databases and interoperability....Pages 15-24
The TOVE project towards a common-sense model of the enterprise....Pages 25-34
Automatization in the design of image understanding systems....Pages 35-45
Constraint programming — an alternative to expert systems....Pages 46-48
Case-based reasoning in expert system assisting production line design....Pages 49-58
Scaling-up model-based troubleshooting by exploiting design functionalities....Pages 59-68
Application of knowledge-based systems to optimised building maintenance management....Pages 69-78
Application of model-based reasoning to the maintenance of telecommunication networks....Pages 79-88
Advanced information modelling for integrated network management applications....Pages 89-99
An integration of Case-Based and Model-Based Reasoning and its application to physical system faults....Pages 100-108
Analysing particle jets with artificial neural networks....Pages 109-112
Convergence behaviour of connectionist models in large scale diagnostic problems....Pages 113-122
Pattern recognition approach to an acoustical quality test of burnt ceramic products....Pages 123-126
Enhancing software engineering capabilities of PROLOG by object-oriented concepts....Pages 127-138
Specifying Decision-Making Processes....Pages 139-142
Operationalizing software reuse as a problem in inductive learning....Pages 143-153
Towards a real Cad-system using AI technology....Pages 154-163
WIZ — A prototype for knowledge-based drawing interpretation....Pages 164-173
Intelligent system for feature- based modelling of machine parts....Pages 174-184
Intelligent process control by means of expert systems and machine vision....Pages 185-194
Tracking and grasping of moving objects — a behaviour-based approach —....Pages 195-204
Panter — Knowledge based image analysis system for workpiece recognition....Pages 205-214
KITSS: Using knowledge-based software engineering for functional testing....Pages 215-224
Complex Knowledge Base Verification Using Matrices....Pages 225-235
Structural testing strategies applied to knowledge-based systems....Pages 236-245
Retraining and redundancy elimination for a Condensed Nearest Neighbour network....Pages 246-255
A multiple paradigm diagnostic system for wide area communication networks....Pages 256-265
Recursive neural net modeling of a multi-zone tenter frame dryer....Pages 266-275
Representation of the design to manufacture methodology of the armour protection element of the fibre optic submarine cable within an expert system....Pages 276-283
PIM: Planning in manufacturing — CAPP using skeletal plans....Pages 284-293
Visual modelling: A knowledge acquisition method for intelligent process control systems....Pages 294-303
Machine learning in communication nets....Pages 304-313
Supporting model-based diagnosis with explanation-based learning and analogical inferences....Pages 314-323
A knowledge-based system for the diagnosis of waste-water treatment plants....Pages 324-336
Connectionism for fuzzy learning in rule-based expert systems....Pages 337-340
Extending constraint satisfaction problem solving in structural design....Pages 341-350
A modulation package tuning machine applying fuzzy logic....Pages 351-360
Towards Intelligent Robotic Assemblies....Pages 361-370
Action planning for multiple robots in space....Pages 371-380
A calibration of a mobile camera used for a camera-guided grasping by an eye-in-hand robot....Pages 381-390
Strict: Selecting the “RIght” architeCTure....Pages 391-400
Solving Temporal Constraints Satisfaction Problems with an Object-Oriented model....Pages 401-410
An integration mechanism for design models in the Design Environment DATE....Pages 411-420
Configuration of a passenger aircraft cabin based on conceptual hierarchy, constraints and flexible control....Pages 421-430
Configuration of industrial mixing-machines — Development of a knowledge-based system....Pages 431-440
A theoretical framework for configuration....Pages 441-450
Stock market prediction with backpropagation networks....Pages 451-460
Forecasting time series with connectionist nets: Applications in statistics, signal processing and economics....Pages 461-470
ILISCE: A system for learning control heuristics in a scheduling environment....Pages 471-480
KUSET — Knowledge based User Support for Electron Beam Testing....Pages 481-490
Knowledge-based design of ergonomic lighting for underground scenarios....Pages 491-494
A monitoring approach supporting performance analysis of expert systems for the EMC design of printed circuit boards....Pages 495-504
Representing geometric objects using constraint description graphs....Pages 505-514
A terminological language for representing complex knowledge....Pages 515-524
Knowledge representation and decision making: A hybrid approach....Pages 525-528
Knowledge acquisition from text in a complex domain....Pages 529-538
Parallel parsing of ambiguous languages on hypercube architectures....Pages 539-545
Towards knowledge acquisition by experts....Pages 546-555
The rough sets approach to knowledge analysis for classification support in technical diagnostics of mechanical objects....Pages 556-565
Bi-directional probabilistic assessment....Pages 566-571
Reasoning under uncertainty with temporal aspects....Pages 572-580
An expert system approach for Power System diagnosis....Pages 581-584
DELPHI-EXPERT an expert system for error diagnosis in High Energy Physics detectors....Pages 585-593
Combining real-time with knowledge processing techniques....Pages 594-603
Tailoring advanced instructional software for AI....Pages 604-613
Interpreting unexpected user activity in an intelligent user interface....Pages 614-621
Yet another knowledge-based front-end-to-database project....Pages 622-625
Fault diagnosis based on simulation models....Pages 626-635
Real-time fault diagnosis — Using occupancy grids and neural network techniques....Pages 636-640
Expert systems for fault diagnosis on CNC machines....Pages 641-650
Design efficient local search algorithms....Pages 651-654
The design of building parts by using knowledge based systems....Pages 655-665
Information fusion in a knowledge-based....Pages 666-675
Numerical and syntactic tools for fusion and diagnosis provided with the TOPMUSS-system....Pages 676-679
Learning performance estimations in a knowledge based CAD-environment....Pages 680-689
Object oriented framework for generating machine understanding of a digital system design....Pages 690-700
Back Matter....Pages -

---

This volume contains the 5 invited papers and 72 selected papers that were presented at the Fifth International Conference on Industrial and Engineering Applications of Artificial Intelligence. This is the first IEA/AIE conference to take place outside the USA: more than 120 papers were received from 23 countries, clearly indicating the international character of the conference series. Each paper was reviewed by at least three referees. The papers are grouped into parts on: CAM, reasoning and modelling, pattern recognition, software engineering and AI/ES, CAD, vision, verification and validation, neural networks, machine learning, fuzzy logic and control, robotics, design and architecture, configuration, finance, knowledge-based systems, knowledge representation, knowledge acquisition and language processing, reasoning and decision support, intelligent interfaces/DB and tutoring, fault diagnosis, planning and scheduling, and data/sensor fusion.
Content:
Front Matter....Pages -
Gaining strategic advantage with real-time distributed artificial intelligence....Pages 1-14
Intelligent databases and interoperability....Pages 15-24
The TOVE project towards a common-sense model of the enterprise....Pages 25-34
Automatization in the design of image understanding systems....Pages 35-45
Constraint programming — an alternative to expert systems....Pages 46-48
Case-based reasoning in expert system assisting production line design....Pages 49-58
Scaling-up model-based troubleshooting by exploiting design functionalities....Pages 59-68
Application of knowledge-based systems to optimised building maintenance management....Pages 69-78
Application of model-based reasoning to the maintenance of telecommunication networks....Pages 79-88
Advanced information modelling for integrated network management applications....Pages 89-99
An integration of Case-Based and Model-Based Reasoning and its application to physical system faults....Pages 100-108
Analysing particle jets with artificial neural networks....Pages 109-112
Convergence behaviour of connectionist models in large scale diagnostic problems....Pages 113-122
Pattern recognition approach to an acoustical quality test of burnt ceramic products....Pages 123-126
Enhancing software engineering capabilities of PROLOG by object-oriented concepts....Pages 127-138
Specifying Decision-Making Processes....Pages 139-142
Operationalizing software reuse as a problem in inductive learning....Pages 143-153
Towards a real Cad-system using AI technology....Pages 154-163
WIZ — A prototype for knowledge-based drawing interpretation....Pages 164-173
Intelligent system for feature- based modelling of machine parts....Pages 174-184
Intelligent process control by means of expert systems and machine vision....Pages 185-194
Tracking and grasping of moving objects — a behaviour-based approach —....Pages 195-204
Panter — Knowledge based image analysis system for workpiece recognition....Pages 205-214
KITSS: Using knowledge-based software engineering for functional testing....Pages 215-224
Complex Knowledge Base Verification Using Matrices....Pages 225-235
Structural testing strategies applied to knowledge-based systems....Pages 236-245
Retraining and redundancy elimination for a Condensed Nearest Neighbour network....Pages 246-255
A multiple paradigm diagnostic system for wide area communication networks....Pages 256-265
Recursive neural net modeling of a multi-zone tenter frame dryer....Pages 266-275
Representation of the design to manufacture methodology of the armour protection element of the fibre optic submarine cable within an expert system....Pages 276-283
PIM: Planning in manufacturing — CAPP using skeletal plans....Pages 284-293
Visual modelling: A knowledge acquisition method for intelligent process control systems....Pages 294-303
Machine learning in communication nets....Pages 304-313
Supporting model-based diagnosis with explanation-based learning and analogical inferences....Pages 314-323
A knowledge-based system for the diagnosis of waste-water treatment plants....Pages 324-336
Connectionism for fuzzy learning in rule-based expert systems....Pages 337-340
Extending constraint satisfaction problem solving in structural design....Pages 341-350
A modulation package tuning machine applying fuzzy logic....Pages 351-360
Towards Intelligent Robotic Assemblies....Pages 361-370
Action planning for multiple robots in space....Pages 371-380
A calibration of a mobile camera used for a camera-guided grasping by an eye-in-hand robot....Pages 381-390
Strict: Selecting the “RIght” architeCTure....Pages 391-400
Solving Temporal Constraints Satisfaction Problems with an Object-Oriented model....Pages 401-410
An integration mechanism for design models in the Design Environment DATE....Pages 411-420
Configuration of a passenger aircraft cabin based on conceptual hierarchy, constraints and flexible control....Pages 421-430
Configuration of industrial mixing-machines — Development of a knowledge-based system....Pages 431-440
A theoretical framework for configuration....Pages 441-450
Stock market prediction with backpropagation networks....Pages 451-460
Forecasting time series with connectionist nets: Applications in statistics, signal processing and economics....Pages 461-470
ILISCE: A system for learning control heuristics in a scheduling environment....Pages 471-480
KUSET — Knowledge based User Support for Electron Beam Testing....Pages 481-490
Knowledge-based design of ergonomic lighting for underground scenarios....Pages 491-494
A monitoring approach supporting performance analysis of expert systems for the EMC design of printed circuit boards....Pages 495-504
Representing geometric objects using constraint description graphs....Pages 505-514
A terminological language for representing complex knowledge....Pages 515-524
Knowledge representation and decision making: A hybrid approach....Pages 525-528
Knowledge acquisition from text in a complex domain....Pages 529-538
Parallel parsing of ambiguous languages on hypercube architectures....Pages 539-545
Towards knowledge acquisition by experts....Pages 546-555
The rough sets approach to knowledge analysis for classification support in technical diagnostics of mechanical objects....Pages 556-565
Bi-directional probabilistic assessment....Pages 566-571
Reasoning under uncertainty with temporal aspects....Pages 572-580
An expert system approach for Power System diagnosis....Pages 581-584
DELPHI-EXPERT an expert system for error diagnosis in High Energy Physics detectors....Pages 585-593
Combining real-time with knowledge processing techniques....Pages 594-603
Tailoring advanced instructional software for AI....Pages 604-613
Interpreting unexpected user activity in an intelligent user interface....Pages 614-621
Yet another knowledge-based front-end-to-database project....Pages 622-625
Fault diagnosis based on simulation models....Pages 626-635
Real-time fault diagnosis — Using occupancy grids and neural network techniques....Pages 636-640
Expert systems for fault diagnosis on CNC machines....Pages 641-650
Design efficient local search algorithms....Pages 651-654
The design of building parts by using knowledge based systems....Pages 655-665
Information fusion in a knowledge-based....Pages 666-675
Numerical and syntactic tools for fusion and diagnosis provided with the TOPMUSS-system....Pages 676-679
Learning performance estimations in a knowledge based CAD-environment....Pages 680-689
Object oriented framework for generating machine understanding of a digital system design....Pages 690-700
Back Matter....Pages -
....