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US5899005A
Expired / Lapsed
US
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System and method for predicting the dryness of clothing articles
Assignee: General Electric Co
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Filing: 1998-02-17
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Granted: 1999-05-04
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Expires: 2018-02-17
Abstract
Abstract The present invention discloses a system and method for predicting the dryness of clothing articles in a clothes dryer 10. In one embodiment of this invention, the clothes dryer 10 uses a temperature sensor 52, a phase angle sensor 54, and a humidity sensor 56 to generate signal representations of the temperature of the clothing articles, the motor phase angle, and the humidity of the heated air in the duct, respectively. A controller 58 receives the signal representations and determines a feature vector. A neural network 168 uses the feature vector to predict a percentage of moisture content and a degree of dryness of the clothing articles in the clothes dryer 10. In another embodiment of this invention, the clothes dryer uses a combination of sensors to predicts a percentage of moisture content and a degree of dryness of the clothing articles.
Inventors
- 👤 Yu-To Chen
- 👤 Nicolas Wadih Chbat
- 👤 Vivek Venugopal Badami
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-29 17:49
CPC Classifications
D; D06; D06F; D06F58/00; D06F58/32; D06F58/34; D06F58/36; D06F58/38; D06F2101/00; D06F2101/16; D06F2103/00; D06F2103/02; D06F2103/04; D06F2103/08; D06F2103/28; D06F2103/32; D06F2103/34; D06F2105/00; D06F2105/62; D06F58/02
Claims Analysis
Total Claims: 20
Claim 1
Independent Claim
127 words
An appliance for drying clothing articles, comprising: a container for receiving the clothing articles; a motor for rotating the container about an axis; a heater for supplying heated air to the container; a duct for directing the heated air outside the container; a combination of sensors selected from a group comprising a temperature sensor for sensing the heated air and providing signal representations thereof, a phase angle sensor for sensing motor phase angle and providing signal representations thereof, or a humidity sensor for sensing the humidity of the heated air entering the duct and providing signal representations thereof; and a controller responsive to the combination of selected sensors for predicting a percentage of moisture content and a degree of dryness of the clothing articles in the container.
Claim 2
Dependent Claim
127 words
An appliance for drying clothing articles, comprising: a container for receiving the clothing articles; a motor for rotating the container about an axis; a heater for supplying heated air to the container; a duct for directing the heated air outside the container; a combination of sensors selected from a group comprising a temperature sensor for sensing the heated air and providing signal representations thereof, a phase angle sensor for sensing motor phase angle and providing signal representations thereof, or a humidity sensor for sensing the humidity of the heated air entering the duct and providing signal representations thereof; and a controller responsive to the combination of selected sensors for predicting a percentage of moisture content and a degree of dryness of the clothing articles in the container.
Claim 3
Dependent Claim
29 words
The appliance according to claim 1, wherein the controller comprises a signal processing unit for processing the signal representations from the combination of selected sensors into a feature vector.
Claim 4
Dependent Claim
38 words
The appliance according to claim 2, wherein the controller comprises a neural network for predicting the percentage of moisture content and degree of dryness of the clothing articles in the container as a function of the feature vector.
Claim 5
Dependent Claim
17 words
The appliance according to claim 3, wherein the neural network is a stepwise radial basis neural network.
Claim 6
Dependent Claim
20 words
The appliance according to claim 3, further comprising a cycle selector for selecting a desired dryness for the clothing articles.
Claim 7
Dependent Claim
39 words
The appliance according to claim 5, wherein the controller comprises a disable unit for disabling the drying cycle of the appliance when the predicted percentage of moisture content and degree of dryness are within range of the desired dryness.
Claim 8
Dependent Claim
28 words
The appliance according to claim 1, wherein the percentage of moisture content is classified into a plurality of arbitrary selected intervals each having a degree of dryness classification.
Claim 9
Dependent Claim
55 words
The appliance according to claim 7, wherein the plurality of arbitrary selected intervals range from about 0% to about 3% moisture content, from about 3% to about 5% moisture content, from about 5% to about 10% moisture content, from about 10% to about 16% moisture content, and from about 16% to about 100% moisture content.
Claim 10
Dependent Claim
105 words
The appliance according to claim 8, wherein the interval ranging from about 0% to about 3% moisture content has a degree of dryness classified as bone dry, the interval ranging from about 3% to about 5% moisture content has a degree of dryness classified as dry, the interval ranging from about 5% to about 10% moisture content has a degree of dryness classified as normal, the interval ranging from about 10% to about 16% moisture content has a degree of dryness classified as less dry, and the interval ranging from about 16% to about 100% moisture content has a degree of dryness classified as moist.
Claim 11
Dependent Claim
128 words
An appliance for drying clothing articles, comprising: a container for receiving the clothing articles; a motor for rotating the container about an axis; a heater for supplying heated air to the container; a duct for directing the heated air outside the container; at least one sensor comprising a phase angle sensor for sensing motor phase angle and providing signal representations thereof, and at least one of a temperature sensor for sensing the heated air and providing signal representations thereof, and a humidity sensor for sensing the humidity of the heated air entering the duct and providing signal representations thereof and combinations thereof; and a controller responsive to the sensors for predicting a percentage of moisture content and a degree of dryness of the clothing articles in the container.
Claim 12
Dependent Claim
128 words
An appliance for drying clothing articles, comprising: a container for receiving the clothing articles; a motor for rotating the container about an axis; a heater for supplying heated air to the container; a duct for directing the heated air outside the container; at least one sensor comprising a phase angle sensor for sensing motor phase angle and providing signal representations thereof, and at least one of a temperature sensor for sensing the heated air and providing signal representations thereof, and a humidity sensor for sensing the humidity of the heated air entering the duct and providing signal representations thereof and combinations thereof; and a controller responsive to the sensors for predicting a percentage of moisture content and a degree of dryness of the clothing articles in the container.
Claim 13
Dependent Claim
26 words
The appliance according to claim 10, wherein the controller comprises a signal processing unit for processing the signal representations from the sensors into a feature vector.
Claim 14
Dependent Claim
38 words
The appliance according to claim 11, wherein the controller comprises a neural network for predicting the percentage of moisture content and degree of dryness of the clothing articles in the container as a function of the feature vector.
Claim 15
Dependent Claim
17 words
The appliance according to claim 12, wherein the neural network is a stepwise radial basis neural network.
Claim 16
Dependent Claim
20 words
The appliance according to claim 12, further comprising a cycle selector for selecting a desired dryness for the clothing articles.
Claim 17
Dependent Claim
39 words
The appliance according to claim 14, wherein the controller comprises a disable unit for disabling the drying cycle of the appliance when the predicted percentage of moisture content and degree of dryness are within range of the desired dryness.
Claim 18
Dependent Claim
28 words
The appliance according to claim 10, wherein the percentage of moisture content is classified into a plurality of arbitrary selected intervals each having a degree of dryness classification.
Claim 19
Dependent Claim
55 words
The appliance according to claim 16, wherein the plurality of arbitrary selected intervals range from about 0% to about 3% moisture content, from about 3% to about 5% moisture content, from about 5% to about 10% moisture content, from about 10% to about 16% moisture content, and from about 16% to about 100% moisture content.
Claim 20
Dependent Claim
105 words
The appliance according to claim 17, wherein the interval ranging from about 0% to about 3% moisture content has a degree of dryness classified as bone dry, the interval ranging from about 3% to about 5% moisture content has a degree of dryness classified as dry, the interval ranging from about 5% to about 10% moisture content has a degree of dryness classified as normal, the interval ranging from about 10% to about 16% moisture content has a degree of dryness classified as less dry, and the interval ranging from about 16% to about 100% moisture content has a degree of dryness classified as moist.
References Cited (Backward Citations)
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 2002-05-03 | 2002-11-02 | 2003-05-04 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2006-05-03 | 2006-11-02 | 2007-05-04 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2010-05-03 | 2010-11-02 | 2011-05-04 | $7700.00 | Window Closed / Lapsed |