Real Time Fuzzy Logic Control of Whole Milk Powder Processing

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This study investigated the application of the fuzzy logic technology on real time control of a continuous whole milk powder processing system adapted to produce a dry milk product. The control objective was to start up the process and operate the system at the preset power consumption while providing a dry milk product with desired color. Control of a powder feeder, syringe pump, continuous high-shear processor, circulating water heating and cooling unit was accomplished using the feedback signals from the sensors for product color, product temperature and power consumption. The system control was tested with preset power consumption values of 0.75 and 1. 1 kW and desired product color ratios (redness / NIR * 100) of 80, 85 and 90. The fuzzy logic-based control algorithm provided promising results on automatic start-up, shut-down and control of the process at the preset power consumption with dry milk product at the desired color.

Original languageEnglish (US)
Title of host publication2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century
Pages233-257
Number of pages25
Volume2
StatePublished - 2000
Event2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century - Milwaukee, WI., United States
Duration: Jul 9 2000Jul 12 2000

Other

Other2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century
CountryUnited States
CityMilwaukee, WI.
Period7/9/007/12/00

Fingerprint

Fuzzy logic
Electric power utilization
Color
Powders
Processing
Syringes
Real time control
Pumps
Cooling
Feedback
Control systems
Heating
Milk
Sensors
Water
Temperature

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Koc, A. B., Heinemann, P. H., & Ziegler, G. R. (2000). Real Time Fuzzy Logic Control of Whole Milk Powder Processing. In 2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century (Vol. 2, pp. 233-257)
Koc, A. B. ; Heinemann, Paul Heinz ; Ziegler, Gregory Ray. / Real Time Fuzzy Logic Control of Whole Milk Powder Processing. 2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century. Vol. 2 2000. pp. 233-257
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Koc, AB, Heinemann, PH & Ziegler, GR 2000, Real Time Fuzzy Logic Control of Whole Milk Powder Processing. in 2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century. vol. 2, pp. 233-257, 2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century, Milwaukee, WI., United States, 7/9/00.

Real Time Fuzzy Logic Control of Whole Milk Powder Processing. / Koc, A. B.; Heinemann, Paul Heinz; Ziegler, Gregory Ray.

2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century. Vol. 2 2000. p. 233-257.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AB - This study investigated the application of the fuzzy logic technology on real time control of a continuous whole milk powder processing system adapted to produce a dry milk product. The control objective was to start up the process and operate the system at the preset power consumption while providing a dry milk product with desired color. Control of a powder feeder, syringe pump, continuous high-shear processor, circulating water heating and cooling unit was accomplished using the feedback signals from the sensors for product color, product temperature and power consumption. The system control was tested with preset power consumption values of 0.75 and 1. 1 kW and desired product color ratios (redness / NIR * 100) of 80, 85 and 90. The fuzzy logic-based control algorithm provided promising results on automatic start-up, shut-down and control of the process at the preset power consumption with dry milk product at the desired color.

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Koc AB, Heinemann PH, Ziegler GR. Real Time Fuzzy Logic Control of Whole Milk Powder Processing. In 2000 ASAE Annual International Meeting, Technical Papers: Engineering Solutions for a New Century. Vol. 2. 2000. p. 233-257