1989•Public roadsRequires access

EXPERT SYSTEM FOR PAVEMENT MAINTENANCE MANAGEMENT

H Aougab, Charles W. Schwartz, J A Wentworth

Open publisher page 3 citations

Abstract

The need is noted for improved pavement maintenance and rehabilitation systems that can function with incomplete and/or poor quality data. Expert systems can deal with knowledge manipulation, and is divided into a generalized solution strategy component (inference engine) and the knowledge base. Other subsystems usually included in such systems are the knowledge acquisiton subsystem, the explanation subsystem, and the user interface. Expert systems applications in pavement maintenance management are listed and described. The details are described of PAMEX, an expert system for maintenance management of flexible pavements. The system builds on the pavement condition indicators devised by Jugo and the decision tree knowledge formulation which he created. The indicators combined information obtained from ride quality, structural condition, and functional performance surveys. These were then used to develop and refine a sequence of decision trees for evaluating pavement performance, identifying pavement problems and their probable causes, and recommending appropriate corrective measures. Validation and system enhancements are also described.

About this research paper

What this paper is about

The need is noted for improved pavement maintenance and rehabilitation systems that can function with incomplete and/or poor quality data. Expert systems can deal with knowledge manipulation, and is divided into a generalized solution strategy component (inference engine) and the knowledge base. Other subsystems usually included in such systems are the knowledge acquisiton subsystem, the explanation subsystem, and the user interface. Expert systems applications in pavement maintenance management are listed and described. The details are described of PAMEX, an expert system for maintenance management of flexible pavements. The system builds on the pavement condition indicators devised by Jugo and the decision tree knowledge formulation which he created. The indicators combined information obtained from ride quality, structural condition, and functional performance surveys. These were then used to develop and refine a sequence of decision trees for evaluating pavement performance, identifying pavement problems and their probable causes, and recommending appropriate corrective measures. Validation and system enhancements are also described.

Why it matters

OpenAlex reports 3 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

The need is noted for improved pavement maintenance and rehabilitation systems that can function with incomplete and/or poor quality data. Expert systems can deal with knowledge manipulation, and is divided into a generalized solution strategy component (inference engine) and the knowledge base. Other subsystems usually included in such systems are the knowledge acquisiton subsystem, the explanation subsystem, and the user interface. Expert systems applications in pavement maintenance management are listed and described. The details are described of PAMEX, an expert system for maintenance management of flexible pavements. The system builds on the pavement condition indicators devised by Jugo and the decision tree knowledge formulation which he created. The indicators combined information obtained from ride quality, structural condition, and functional performance surveys. These were then used to develop and refine a sequence of decision trees for evaluating pavement performance, identifying pavement problems and their probable causes, and recommending appropriate corrective measures. Validation and system enhancements are also described.

Key concepts: Expert system, Inference engine, Knowledge base, Pavement management, Engineering, Function (biology), Component (thermodynamics), Computerized maintenance management system

Related papers

Back to paper searchBrowse research topicsOriginal source
EXPERT SYSTEM FOR PAVEMENT MAINTENANCE MANAGEMENT — Research Paper | ScholarLens