AR119022A1 - Sensor virtual para pérdida de granos en una cosechadora combinada - Google Patents
Sensor virtual para pérdida de granos en una cosechadora combinadaInfo
- Publication number
- AR119022A1 AR119022A1 ARP200101497A ARP200101497A AR119022A1 AR 119022 A1 AR119022 A1 AR 119022A1 AR P200101497 A ARP200101497 A AR P200101497A AR P200101497 A ARP200101497 A AR P200101497A AR 119022 A1 AR119022 A1 AR 119022A1
- Authority
- AR
- Argentina
- Prior art keywords
- grain loss
- virtual sensor
- values
- combined harvester
- operating conditions
- Prior art date
Links
- 238000013528 artificial neural network Methods 0.000 abstract 1
- 238000005259 measurement Methods 0.000 abstract 1
- 238000000034 method Methods 0.000 abstract 1
Classifications
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01D—HARVESTING; MOWING
- A01D41/00—Combines, i.e. harvesters or mowers combined with threshing devices
- A01D41/12—Details of combines
- A01D41/127—Control or measuring arrangements specially adapted for combines
- A01D41/1271—Control or measuring arrangements specially adapted for combines for measuring crop flow
- A01D41/1272—Control or measuring arrangements specially adapted for combines for measuring crop flow for measuring grain flow
- A01D41/1273—Control or measuring arrangements specially adapted for combines for measuring crop flow for measuring grain flow for measuring grain loss
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01F—PROCESSING OF HARVESTED PRODUCE; HAY OR STRAW PRESSES; DEVICES FOR STORING AGRICULTURAL OR HORTICULTURAL PRODUCE
- A01F12/00—Parts or details of threshing apparatus
- A01F12/44—Grain cleaners; Grain separators
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
Landscapes
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Environmental Sciences (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Artificial Intelligence (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Biomedical Technology (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Threshing Machine Elements (AREA)
- Combines (AREA)
- Combined Controls Of Internal Combustion Engines (AREA)
- Testing And Monitoring For Control Systems (AREA)
Abstract
Se describen sistemas y métodos para un sensor virtual que determina una cantidad de pérdida de grano durante el funcionamiento de una cosechadora combinada sin ninguna medición directa de la pérdida de grano. Un controlador electrónico está configurado para determinar valores para un conjunto de condiciones operativas que incluyen una pluralidad de valores de sensor y configuraciones de accionador. Seguidamente, el controlador electrónico aplica una red neuronal artificial que está configurada para recibir -como entradas- los valores para el conjunto de condiciones operativas y para generar -como una salida- un valor indicativo de una cantidad estimada de pérdida de grano.
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US16/427,861 US20200375104A1 (en) | 2019-05-31 | 2019-05-31 | Virtual sensor for grain loss in combine harvester |
Publications (1)
Publication Number | Publication Date |
---|---|
AR119022A1 true AR119022A1 (es) | 2021-11-17 |
Family
ID=70918261
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
ARP200101497A AR119022A1 (es) | 2019-05-31 | 2020-05-27 | Sensor virtual para pérdida de granos en una cosechadora combinada |
Country Status (5)
Country | Link |
---|---|
US (1) | US20200375104A1 (es) |
EP (1) | EP3744167B1 (es) |
AR (1) | AR119022A1 (es) |
BR (1) | BR102020007375A2 (es) |
RU (1) | RU2020116572A (es) |
Family Cites Families (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
AU658066B2 (en) * | 1992-09-10 | 1995-03-30 | Deere & Company | Neural network based control system |
US6592453B2 (en) * | 2001-09-27 | 2003-07-15 | Deere & Company | Harvester feedrate control with tilt compensation |
US8478506B2 (en) * | 2006-09-29 | 2013-07-02 | Caterpillar Inc. | Virtual sensor based engine control system and method |
US7983892B2 (en) * | 2008-05-20 | 2011-07-19 | Honeywell International Inc. | System and method for accessing and presenting health information for field devices in a process control system |
US8144005B2 (en) * | 2008-05-29 | 2012-03-27 | General Electric Company | System and method for advanced condition monitoring of an asset system |
US9474208B2 (en) * | 2011-11-15 | 2016-10-25 | Appareo Systems, Llc | System and method for determining material yield and/or loss from a harvesting machine using acoustic sensors |
US20140277960A1 (en) * | 2013-03-18 | 2014-09-18 | Deere & Company | Harvester with fuzzy control system for detecting steady crop processing state |
US9826682B2 (en) * | 2013-03-18 | 2017-11-28 | Deere & Company | Operating state detection system for work machine with fusion considering sensor value reliability |
EP3157322A4 (en) * | 2015-07-13 | 2017-11-15 | Agerpoint, Inc. | Modular systems and methods for determining crop yields with high resolution geo-referenced sensors |
JP6558452B1 (ja) * | 2018-02-13 | 2019-08-14 | オムロン株式会社 | 品質チェック装置、品質チェック方法及びプログラム |
-
2019
- 2019-05-31 US US16/427,861 patent/US20200375104A1/en active Pending
-
2020
- 2020-04-14 BR BR102020007375-3A patent/BR102020007375A2/pt unknown
- 2020-05-21 RU RU2020116572A patent/RU2020116572A/ru unknown
- 2020-05-27 AR ARP200101497A patent/AR119022A1/es active IP Right Grant
- 2020-05-28 EP EP20176987.4A patent/EP3744167B1/en active Active
Also Published As
Publication number | Publication date |
---|---|
RU2020116572A (ru) | 2021-11-22 |
US20200375104A1 (en) | 2020-12-03 |
EP3744167A1 (en) | 2020-12-02 |
BR102020007375A2 (pt) | 2020-12-08 |
EP3744167B1 (en) | 2023-05-24 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
FG | Grant, registration |