Intelligent Adaptive Systems for Optimal Energy Input in Steelmaking

Award Information
Agency: Department of Energy
Branch: N/A
Contract: DE-FG02-96ER82235
Agency Tracking Number: 34608
Amount: $75,000.00
Phase: Phase I
Program: SBIR
Awards Year: 1996
Solicitation Year: N/A
Solicitation Topic Code: N/A
Solicitation Number: N/A
Small Business Information
Neural Applications Corp.o
2600 Crosspark Road, Carolville, IA, 52241
DUNS: N/A
HUBZone Owned: N
Woman Owned: N
Socially and Economically Disadvantaged: N
Principal Investigator
 Dr. Edward Wilson
 Scientist
 (319) 626-5000
Business Contact
 Mr. Robert Squires
Title: President
Phone: (319) 626-5000
Research Institution
N/A
Abstract
40517 Neural Applications Corporation In the United States steel industry, the total annual electrical energy consumption by electric are furnaces (EAFs) is 16,000,000,000 kwh, at a cost of $600,000,000. Currently, the primary source of thermal energy in EAFs is the electric arc (65% of kwh), with additional energy input from oxy-fuel burners (5%), and other exothermic reactions (30%) that are supported by injecting oxygen into the furnace. Presently, energy input setpoint profiles are developed through trial and error, by simple linear algorithms, or are based on the experience of furnace operators. This project will develop an intelligent system, based on neural network technology, that optimizes the energy input from each major source, automatically adapting to changing operating conditions. In Phase I, an EAF will be outfitted with sensors to monitor furnace conditions, energy input, and furnace off-gas emissions so that more accurate neural-network models can be devised. In Phase II, a working prototype control system will be developed to optimally coordinate energy input from each major source. Anticipated Results/Potential Commercial Applications as described by the awardee: A 5% improvement in energy efficiency could save the US steel industry $50 million per year. Other benefits include greater flexibility to energy source availability and reduced emissions. Commercialization will be accelerated by targeting our existing customers for upgrades to their EAF installations.

* 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