Intelligent Potroom Operation Page: 3 of 34
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Project Title: Intelligent Potroom Operation
Cooperative Agreement #: DE-FC07-991D13815
Table of Contents
1 EXEC UTIV E SU M M A RY ...........................................................................................1
2 PROJECT OBJECTIVES AND ACCOMPLISHMENTS............................................2
2.1 Cell Control Enhancement Module Objectives (CCEM)............................................ 2
2.1.1 CCEM Project A ctivities.............................................................................................3
Data A cquisition System ...................................................................................................... 3
Signal Processing .................................................................................................................... 4
FEM Development .................................................................................................................. 4
2.1.2 CCEM Results ........................................................................................................ 5
Sampling Rates........................................................................................................................ 6
Filtering ................................................................................................................................... 6
Cell N oise Discrim ination and M etrics ............................................................................... 8
Param etric Studies U sing the Finite Elem ent M odel......................................................... 13
A lum ina Concentration Estim ator...................................................................................... 15
Bath Ratio Estimation............................................................................................................ 15
2.1.3 CCEM Sum m ary and Conclusions............................................................................ 15
2.2 Intelligent Potroom Advisor (Corrective Action Neural Network) .............16
2.2.1 Intelligent Potroom A dvisor Project A ctivities ......................................................... 17
IPA Design Considerations ............................................................................................... 19
IPA Development .................................................................................................................. 21
User "Buy-in"........................................................................................................................22
Cultural Challenges ............................................................................................................... 23
Predictive IPA ....................................................................................................................... 24
Data Latency.......................................................................................................................... 27
2.2.2 IPA Results................................................................................................................ 27
2.2.3 IPA Sum m ary and Conclusions............................................................................. 28
3 PRO DUCTS .............................................................................................................31
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Berkow, Jan & Banta, Larry. Intelligent Potroom Operation, report, July 29, 2003; United States. (https://digital.library.unt.edu/ark:/67531/metadc734227/m1/3/: accessed April 23, 2024), University of North Texas Libraries, UNT Digital Library, https://digital.library.unt.edu; crediting UNT Libraries Government Documents Department.