NDLI: An architecture of a knowledge-based simulation engine

Content Provider	IEEE Xplore Digital Library
Author	Erraguntla, M. Benjamin, P.C. Mayer, R.J.
Copyright Year	1994
Description	Author affiliation: Texas A&M Univ., College Station, TX, USA (Erraguntla, M.)
Abstract	The paper describes the architecture of a knowledge-based simulation engine (KBSE). It summarizes ongoing efforts at Knowledge Based Systems Laboratory, Texas A&M University and Knowledge Based Systems Inc., College Station, TX, in developing knowledge based simulation. The KBSE provides support for: developing a simulation model from a description of the system and the user concern in the form of a question to be answered; and analyzing the simulation output. The support for output analysis includes assistance for statistical analysis, explaining a set of observations, and generating alternative ways to improve performance/solve a problem. The approach used to develop KBSE was to integrate simulation expert knowledge with domain knowledge, commonsense reasoning techniques, and qualitative and quantitative simulation techniques. The Phase I KBSE automates the generation of simulation models from system descriptions. Phase II provides intelligent support for simulation output analysis. The paper presents a summary of the artificial intelligence (AI) based algorithms and heuristics developed in Phase I.
Starting Page	673
Ending Page	680
File Size	814036
Page Count	8
File Format	PDF
ISBN	078032109X
DOI	10.1109/WSC.1994.717408
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1994-12-11
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Engines Analytical models Statistical analysis Artificial intelligence Knowledge based systems Failure analysis Laboratories Performance analysis Heuristic algorithms Power system modeling
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

The knowledge-based simulation

Sim Engine/sup TM/: An Integrated Spreadsheet Based Simulation Modelling and Analysis System

Dynamic simulation of enveloping power grasps

Using artificial intelligence techniques for solving power systems problems at undergraduate level

Interactive experiment planning to control knowledge-based simulation

Verification and validation of AI simulation systems

A validation methodology for AI simulation models

Towards an Uncertainty-Based Model Level Selection for the Simulation of Complex Power Systems

Knowledge Based System for Power System Static Security Assessment

An architecture of a knowledge-based simulation engine

Similar Documents

The knowledge-based simulation

Sim Engine/sup TM/: An Integrated Spreadsheet Based Simulation Modelling and Analysis System

Dynamic simulation of enveloping power grasps

Using artificial intelligence techniques for solving power systems problems at undergraduate level

Interactive experiment planning to control knowledge-based simulation

Verification and validation of AI simulation systems

A validation methodology for AI simulation models

Towards an Uncertainty-Based Model Level Selection for the Simulation of Complex Power Systems

Knowledge Based System for Power System Static Security Assessment

An architecture of a knowledge-based simulation engine