Neural Net Software for Optimization of Ceramic Grinding

Award Information
Agency: Department of Commerce
Branch: N/A
Contract: N/A
Agency Tracking Number: 37801
Amount: $49,934.00
Phase: Phase I
Program: SBIR
Awards Year: 1997
Solicitation Year: N/A
Solicitation Topic Code: N/A
Solicitation Number: N/A
Small Business Information
Native American Technologies
1317 Washington Street, Suite, 1, Golden, CO, 80401
DUNS: N/A
HUBZone Owned: N
Woman Owned: N
Socially and Economically Disadvantaged: N
Principal Investigator
 Jerald E. Jones
 () -
Business Contact
Phone: (303) 279-7942
Research Institution
N/A
Abstract
The purpose of this Phase 1 project is to demonstrate the ability to develop a neural network model of the ceramic grinding process with fusion of the sensor/process control parameter data. A model will be developed from existing NIST data using artificial neural systems (ANS) with algorithms that have previously been specifically designed to provide good results for manufacturing applications, for the primary customer base of N.A. Technologies Company. The model will provide the ability to do model based simulation of the process in an automated interface capable of an output weighted optimized search with cost functions for the input parameters. The system will be developed in the 32 bit Windows environment making it compatible with all other certified Windows software and capable of being embedded into an off-line planning (OLP) and automated concurrent engineering (ACE) system. The system will include full Windows Dynamic Data Exchange (DDE), Object Linking and Embedding (OLE), and Open Database Connectivity (ODBC) data communication linkages. The system will also include pseudo-three dimensional response surface graphics dynamically linked to the neural network model with both visual and sound pitch human interface allowing multiple parameter "visualization" using combined visual and auditory feedback. Finally, the system will be designed for easy integration into a 32 bit Windows based, (multi-platform), integrated concurrent engineering, Off-Line Planning (OLP) system.

* information listed above is at the time of submission.

Agency Micro-sites

SBA logo
Department of Agriculture logo
Department of Commerce logo
Department of Defense logo
Department of Education logo
Department of Energy logo
Department of Health and Human Services logo
Department of Homeland Security logo
Department of Transportation logo
Environmental Protection Agency logo
National Aeronautics and Space Administration logo
National Science Foundation logo
US Flag An Official Website of the United States Government