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Intelligent Adaptive Systems for Optimal Energy Input in Steelmaking

Award Information

Agency:
Department of Energy
Branch:
N/A
Award ID:
34608
Program Year/Program:
1996 / SBIR
Agency Tracking Number:
34608
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
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Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 1996
Title: Intelligent Adaptive Systems for Optimal Energy Input in Steelmaking
Agency: DOE
Contract: DE-FG02-96ER82235
Award Amount: $75,000.00
 

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.

Principal Investigator:

Dr. Edward Wilson
Scientist
3196265000

Business Contact:

Mr. Robert Squires
President
3196265000
Small Business Information at Submission:

Neural Applications Corp.o
2600 Crosspark Road Carolville, IA 52241

EIN/Tax ID:
DUNS: N/A
Number of Employees: N/A
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No