Applications of neural networks to real-time data processing at the Environmental and Molecular Sciences Laboratory (EMSL)

Conference · Tue Jun 01 00:00:00 EDT 1993

OSTI ID:10175311

Keller, P E; Kouzes, R T; Kangas, L J

Detailed design of the Environmental and Molecular Sciences Laboratory (EMSL) at the Pacific Northwest Laboratory (PNL) is nearing completion and construction is scheduled to begin later this year. This facility will assist in the environmental restoration and waste management mission at the Hanford Site. This paper identifies several real-time data processing applications within the EMSL where neural networks can potentially be beneficial. These applications include real-time sensor data acquisition and analysis, spectral analysis, process control, theoretical modeling, and data compression.

• Research Organization: Pacific Northwest Lab., Richland, WA (United States)
• Sponsoring Organization: USDOE, Washington, DC (United States)
• DOE Contract Number: FG06-89ER75522; AC06-76RL01830
• OSTI ID: 10175311
• Report Number(s): PNL-SA-22026; CONF-930640-3; ON: DE93017666; TRN: 93:018001
• Resource Relation: Conference: RT `93: 8th IEEE conference on real-time computer applications in nuclear, particle and plasma physics,Vancouver (Canada),8-11 Jun 1993; Other Information: PBD: Jun 1993
• Country of Publication: United States
• Language: English

Related Subjects

54 ENVIRONMENTAL SCIENCES
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE
12 MANAGEMENT OF RADIOACTIVE AND NON-RADIOACTIVE WASTES FROM NUCLEAR FACILITIES
HANFORD RESERVATION
REMEDIAL ACTION
RADIOACTIVE WASTE MANAGEMENT
NEURAL NETWORKS
DATA PROCESSING
DATA ACQUISITION
PROCESS CONTROL
REAL TIME SYSTEMS
BATTELLE PACIFIC NORTHWEST LABORATORIES
SPECTRA
DATA BASE MANAGEMENT
FUZZY LOGIC
540250
990200
052000
SITE RESOURCE AND USE STUDIES
MATHEMATICS AND COMPUTERS
WASTE MANAGEMENT