The invention generally relates to storage and retrieval systems, and relates in particular to automated storage and retrieval systems that are used with systems for processing objects.
Automated storage and retrieval systems (AS/RS) generally include computer controlled systems of automatically storing (placing) and retrieving items from defined storage locations. Traditional AS/RS typically employ totes (or bins), which are the smallest unit of load for the system. In these systems, the totes are brought to people who pick individual items out of the totes. When a person has picked the required number of items out of the tote, the tote is then re-inducted back into the AS/RS.
In these traditional systems, the totes are brought to a person, and the person may either remove an item from the tote or add an item to the tote. The tote is then returned to the storage location. Such systems, for example, may be used in libraries and warehouse storage facilities. The AS/RS involves no processing of the items in the tote, as a person processes the objects when the tote is brought to the person. This separation of jobs allows any automated transport system to do what it is good at—moving totes—and the person to do what the person is better at—picking items out of cluttered totes. It also means the person may stand in one place while the transport system brings the person totes, which increases the rate at which the person can pick goods.
There are limits however, on such conventional systems in terms of the time and resources required to move totes toward and then away from each person, as well as how quickly a person can process totes in this fashion in applications where each person may be required to process a large number of totes. There remains a need therefore, for an AS/RS that stores and retrieves objects more efficiently and cost effectively, yet also assists in the processing of a wide variety of objects.
In accordance with an embodiment, the invention provides a storage, retrieval and processing system for processing objects. The storage, retrieval and processing system includes a plurality of storage bins providing storage of a plurality of objects, where the plurality of storage bins is in communication with a retrieval conveyance system, a programmable motion device in communication with the retrieval conveyance system for receiving the storage bins from the plurality of bins, where the programmable motion device includes an end effector for grasping and moving a selected object out of a selected storage bin, and a movable carriage for receiving the selected object from the end effector of the programmable motion device, and for carrying the selected object to one of a plurality of destination bins.
In accordance with another embodiment, the invention provides a storage, retrieval and processing system for processing objects, where the storage, retrieval and processing system includes a plurality of storage bins, at least one programmable motion device, and a movable carriage. The plurality of storage bins provides storage of a plurality of objects, and is provided in at least two linear arrangements, each of which is in communication with a retrieval conveyance system. The at least one programmable motion device is in communication with the retrieval conveyance system for receiving the storage bins from the plurality of bins, and the programmable motion device is for grasping and moving a selected object out of a selected storage bin. The reciprocating movable carriage is for receiving the selected object from the end effector of the programmable motion device, and for carrying the selected object to one of a plurality of destination bins that are provided in at least two linear arrangements of destination bins.
In accordance with a further embodiment, the invention provides a method of providing storage, retrieval and processing of objects. This includes the steps of providing a plurality of storage bins for storing a plurality of objects, the plurality of storage bins being in communication with a retrieval conveyance system, receiving the storage bins from the plurality of storage bins at a programmable motion device in communication with the retrieval conveyance system, grasping and moving a selected object out of a selected storage bin; receiving the selected object from the programmable motion device and carrying the selected object to one of a plurality of destination bins.
The following description may be further understood with reference to the accompanying drawing in which:
Substitute Specification (Clean)
The drawings are shown for illustrative purposes only.
In accordance with an embodiment, the invention provides a storage, retrieval and processing system for processing objects. The system includes a plurality of storage bins providing storage of a plurality of objects, a programmable motion device, and a movable carriage. The plurality of storage bins is in communication with a retrieval conveyance system. The programmable motion device is in communication with the retrieval conveyance system for receiving the storage bins from the plurality of bins, and the programmable motion device includes an end effector for grasping and moving a selected object out of a selected storage bin. The movable carriage receives the selected object from the end effector of the programmable motion device, and carries the selected object to one of a plurality of destination bins.
With reference to
As shown in
With reference to
The conveyor 28 (as well as the other conveyors in the system) may be motion controlled so that both the speed and the direction of the conveyor (e.g., rollers or belt) may be controlled. In certain embodiments, certain of the conveyors (e.g., leading from the storage station 12 to the processing station 16) may be gravity biased to cause any storage bin on any conveyor system to be delivered to the processing section 16 near the programmable motion device 18.
The bins 14 may be provided as boxes, totes, containers or any other type of device that may receive and hold an item. In further embodiments, the bins may be provided in uniform trays (to provide consistency of spacing and processing) and may further include open covers that may maintain the bin in an open position, and may further provide consistency in processing through any of spacing, alignment, or labeling.
For example,
As also shown in
The box 132 is thus maintained securely within the box tray 134, and the box cover 136 provides that the flaps 138 remain down along the outside of the box permitting the interior of the box to be accessible through the opening 142 in the box cover 136.
With reference to
With reference to
The storage bin may then be returned to the plurality of storage bins at the storage station, and may be returned anywhere among the bins as long as the system knows where the bin has been returned, and knows how each of the bins may have been moved when the selected storage bin was transferred to the conveyor 28. The storage bins, for example, may be biased (e.g., by gravity) to stack against one of the ends of each row of bins, and the returned bins may be put at the uphill end of a row of storage bins. The storage bins may be returned to the storage section 12 by the conveyors as discussed above, and may be returned to the central area between the conveyors 28 either by human personnel or by employing additional removal mechanisms as discussed above to urge bins back into the central area.
If an object cannot be fully perceived by the detection system, the perception system considers the object to be two different objects, and may propose more than one candidate grasps of such two different objects. If the system executes a grasp at either of these bad grasp locations, it will either fail to acquire the object due to a bad grasp point where a vacuum seal will not occur, or will acquire the object at a grasp location that is very far from the center of mass of the object and thereby induce a great deal of instability during any attempted transport. Each of these results is undesirable.
If a bad grasp location is experienced, the system may remember that location for the associated object. By identifying good and bad grasp locations, a correlation is established between features in the 2D/3D images and the idea of good or bad grasp locations. Using this data and these correlations as input to machine learning algorithms, the system may eventually learn, for each image presented to it, where to best grasp an object, and where to avoid grasping an object.
As shown in
The invention therefore provides in certain embodiments that grasp optimization may be based on determination of surface normal, i.e., moving the end effector to be normal to the perceived surface of the object (as opposed to vertical picks), and that such grasp points may be chosen using fiducial features as grasp points, such as picking on a barcode, given that barcodes are almost always applied to a flat spot on the object.
The destination bins may be provided in a conveyor (e.g., rollers or belt), and may be biased (for example by gravity) to urge all destination bins toward one end (for example, the distal end 38 as shown). With reference to
Following displacement of the bin onto the conveyor (as shown in
Systems of the invention are highly scalable in terms of sorts-per-hour as well as the number of storage bins and destination bins that may be available.
Control of each of the systems 10, 100 and 200 may be provided by the computer system that is in communication with the storage conveyors and displacement mechanism(s), the processing conveyors and displacement mechanism(s), and the programmable motion device(s). The computer system 60 also contains the knowledge (continuously updated) of the location and identity of each of the storage bins, and contains the knowledge (also continuously updated) of the location and identity of each of the destination bins. The system therefore, directs the movement of the storage bins and the destination bins, and retrieves objects from the storage bins, and distributes the objects to the destination bins in accordance with an overall manifest that dictates which objects must be provided in which destination boxes for shipment, for example, to distribution or retail locations.
Those skilled in the art will appreciate that numerous modifications and variations may be made to the above disclosed embodiments without departing from the spirit and scope of the present invention.
The present application is a continuation of U.S. patent application Ser. No. 16/744,862, filed Jan. 16, 2020, now U.S. Pat. No. 11,365,051, issued Jun. 21, 2022, which is a continuation of U.S. patent application Ser. No. 15/924,883, filed Mar. 19, 2018, now U.S. Pat. No. 10,583,553; which claims priority to U.S. Provisional Patent Application Ser. No. 62/473,843, filed Mar. 20, 2017, the disclosures of which are hereby incorporated by reference in their entireties.
Number | Name | Date | Kind |
---|---|---|---|
3734286 | Simjian | May 1973 | A |
4186836 | Wassmer et al. | Feb 1980 | A |
4244459 | Garrett | Jan 1981 | A |
4678390 | Bonneton et al. | Jul 1987 | A |
4722653 | Williams et al. | Feb 1988 | A |
4759439 | Hartlepp | Jul 1988 | A |
4819784 | Sticht | Apr 1989 | A |
4846335 | Hartlepp | Jul 1989 | A |
4895242 | Michel | Jan 1990 | A |
5082103 | Ross et al. | Jan 1992 | A |
5190162 | Hartlepp | Mar 1993 | A |
5419457 | Ross et al. | May 1995 | A |
5460271 | Kenny et al. | Oct 1995 | A |
5595263 | Pignataro | Jan 1997 | A |
5628408 | Planke et al. | May 1997 | A |
5794788 | Massen | Aug 1998 | A |
5839566 | Bonnet | Nov 1998 | A |
6011998 | Lichti et al. | Jan 2000 | A |
6059092 | Jerue et al. | May 2000 | A |
6079570 | Oppliger et al. | Jun 2000 | A |
6124560 | Roos et al. | Sep 2000 | A |
6131372 | Pruett | Oct 2000 | A |
6208908 | Boyd et al. | Mar 2001 | B1 |
6246023 | Kugle | Jul 2001 | B1 |
6323452 | Bonnet | Nov 2001 | B1 |
6377867 | Bradley et al. | Apr 2002 | B1 |
6390756 | Isaacs et al. | May 2002 | B1 |
6401936 | Isaacs et al. | Jun 2002 | B1 |
6505093 | Thatcher et al. | Jan 2003 | B1 |
6579053 | Grams et al. | Jun 2003 | B1 |
6685031 | Takizawa | Feb 2004 | B2 |
6688459 | Bonham et al. | Feb 2004 | B1 |
6762382 | Danelski | Jul 2004 | B1 |
6779647 | Nagler | Aug 2004 | B1 |
6897395 | Shibashi et al. | May 2005 | B2 |
6946612 | Morikawa | Sep 2005 | B2 |
7728244 | De Leo et al. | Jun 2010 | B2 |
8662314 | Jones et al. | Mar 2014 | B2 |
8776694 | Rosenwinkel et al. | Jul 2014 | B2 |
9020632 | Naylor | Apr 2015 | B2 |
9102336 | Rosenwinkel | Aug 2015 | B2 |
9272845 | Honkanen et al. | Mar 2016 | B2 |
9346083 | Stone | May 2016 | B2 |
9364865 | Kim | Jun 2016 | B2 |
9481518 | Neiser | Nov 2016 | B2 |
9751693 | Battles | Sep 2017 | B1 |
9878349 | Crest et al. | Jan 2018 | B2 |
9926138 | Brazeau et al. | Mar 2018 | B1 |
9931673 | Nice et al. | Apr 2018 | B2 |
9962743 | Bombaugh et al. | May 2018 | B2 |
9975148 | Zhu et al. | May 2018 | B2 |
10007827 | Wagner et al. | Jun 2018 | B2 |
10029865 | McCalib, Jr. et al. | Jul 2018 | B1 |
10058896 | Hicham et al. | Aug 2018 | B2 |
10583553 | Wagner | Mar 2020 | B2 |
11365051 | Wagner | Jun 2022 | B2 |
20010038784 | Peltomaki | Nov 2001 | A1 |
20020092801 | Dominguez | Jul 2002 | A1 |
20020157919 | Sherwin | Oct 2002 | A1 |
20020179502 | Cerutti et al. | Dec 2002 | A1 |
20030014376 | DeWitt et al. | Jan 2003 | A1 |
20030034281 | Kumar | Feb 2003 | A1 |
20030038065 | Pippin et al. | Feb 2003 | A1 |
20030075051 | Watanabe et al. | Apr 2003 | A1 |
20030135300 | Lewis | Jul 2003 | A1 |
20040194428 | Close et al. | Oct 2004 | A1 |
20040261366 | Gillet et al. | Dec 2004 | A1 |
20050002772 | Stone | Jan 2005 | A1 |
20050220600 | Baker et al. | Oct 2005 | A1 |
20060070929 | Fry et al. | Apr 2006 | A1 |
20070209976 | Worth et al. | Sep 2007 | A1 |
20080181753 | Bastian | Jul 2008 | A1 |
20090026017 | Freudelsperger | Jan 2009 | A1 |
20100122942 | Harres et al. | May 2010 | A1 |
20100318216 | Faivre et al. | Dec 2010 | A1 |
20110144798 | Freudelsperger | Jun 2011 | A1 |
20110238207 | Bastian, II et al. | Sep 2011 | A1 |
20110243707 | Dumas et al. | Oct 2011 | A1 |
20110320036 | Freudelsperger | Dec 2011 | A1 |
20120118699 | Buchmann et al. | May 2012 | A1 |
20120219397 | Baker et al. | Aug 2012 | A1 |
20120328397 | Yamashita | Dec 2012 | A1 |
20130110280 | Folk | May 2013 | A1 |
20140086709 | Kasai | Mar 2014 | A1 |
20140086714 | Malik | Mar 2014 | A1 |
20140244026 | Neiser | Aug 2014 | A1 |
20140277693 | Naylor | Sep 2014 | A1 |
20140291112 | Lyon et al. | Oct 2014 | A1 |
20140364998 | Neiser et al. | Dec 2014 | A1 |
20150073589 | Khodl | Mar 2015 | A1 |
20150098775 | Razumov | Apr 2015 | A1 |
20150114799 | Hansl et al. | Apr 2015 | A1 |
20150375880 | Ford et al. | Dec 2015 | A1 |
20160075521 | Puchwein et al. | Mar 2016 | A1 |
20160107848 | Baker | Apr 2016 | A1 |
20160176638 | Toebes | Jun 2016 | A1 |
20160199884 | Lykkegaard et al. | Jul 2016 | A1 |
20160221762 | Schroader | Aug 2016 | A1 |
20160228921 | Doublet et al. | Aug 2016 | A1 |
20160244262 | O'Brien | Aug 2016 | A1 |
20160347545 | Lindbo et al. | Dec 2016 | A1 |
20170043953 | Battles et al. | Feb 2017 | A1 |
20170066597 | Hiroi | Mar 2017 | A1 |
20170080566 | Stubbs et al. | Mar 2017 | A1 |
20170106532 | Wellman et al. | Apr 2017 | A1 |
20170121113 | Wagner et al. | May 2017 | A1 |
20170121114 | Einav et al. | May 2017 | A1 |
20170136632 | Wagner et al. | May 2017 | A1 |
20170157648 | Wagner et al. | Jun 2017 | A1 |
20170157649 | Wagner et al. | Jun 2017 | A1 |
20170225330 | Wagner et al. | Aug 2017 | A1 |
20170322561 | Stiernagle | Nov 2017 | A1 |
20170349385 | Moroni et al. | Dec 2017 | A1 |
20180085788 | Engel et al. | Mar 2018 | A1 |
20180244473 | Mathi et al. | Aug 2018 | A1 |
Number | Date | Country |
---|---|---|
2006204622 | Mar 2007 | AU |
2985166 | Dec 2016 | CA |
1033604 | Jul 1989 | CN |
102390701 | Mar 2012 | CN |
205500186 | Aug 2016 | CN |
106395225 | Feb 2017 | CN |
108602630 | Sep 2018 | CN |
957200 | Jan 1957 | DE |
102004001181 | Aug 2005 | DE |
102004013353 | Oct 2005 | DE |
102005061309 | Jul 2007 | DE |
102006057658 | Jun 2008 | DE |
102007023909 | Nov 2008 | DE |
102007038834 | Feb 2009 | DE |
102010002317 | Aug 2011 | DE |
102012102333 | Sep 2013 | DE |
102014111396 | Feb 2016 | DE |
0235488 | Sep 1987 | EP |
0613841 | Sep 1994 | EP |
1695927 | Aug 2006 | EP |
1995192 | Nov 2008 | EP |
2233400 | Sep 2010 | EP |
2650237 | Oct 2013 | EP |
2823899 | Jan 2015 | EP |
2937299 | Oct 2015 | EP |
2832654 | May 2003 | FR |
2084531 | Apr 1982 | GB |
S54131278 | Oct 1979 | JP |
S63310406 | Dec 1988 | JP |
2007182286 | Jul 2007 | JP |
2008037567 | Feb 2008 | JP |
2014141313 | Aug 2014 | JP |
2650237 | Oct 2013 | NL |
03095339 | Nov 2003 | WO |
2005118436 | Dec 2005 | WO |
2007009136 | Jan 2007 | WO |
2008091733 | Jul 2008 | WO |
2010017872 | Feb 2010 | WO |
2010099873 | Sep 2010 | WO |
2011038442 | Apr 2011 | WO |
2012127102 | Sep 2012 | WO |
2015035300 | Mar 2015 | WO |
2015118171 | Aug 2015 | WO |
2016100235 | Jun 2016 | WO |
2016198565 | Dec 2016 | WO |
2017036780 | Mar 2017 | WO |
2017044747 | Mar 2017 | WO |
Entry |
---|
Communication pursuant to Rules 161(1) and 162 EPC issued by the European Patent Office in related European Patent Application No. 18716428.0 dated Nov. 4, 2019, 3 pages. |
Examiner's Report issued by the Innovation, Science and Economic Development Canada in related Canadian Patent Application No. 3,057,309 dated Dec. 4, 2020, 4 pages. |
Examiner's Report issued by the Innovation, Science and Economic Development Canada (Canadian Intellectual Property Office) in related Canadian Patent Application No. 3,057,309 dated Feb. 4, 2022, 4 pages. |
First Office Action issued by the China National Intellectual Property Administration, P.R.C. in related Chinese Patent Application No. 201880019640.3 dated Sep. 3, 2020, 20 pages. |
International Preliminary Report on Patentability issued by the International Bureau of WIPO in related International Application No. PCT/US2018/023093 dated Sep. 24, 2019, 8 pages. |
International Search Report and Written Opinion issued by the International Searching Authority in related International Application No. PCT/US2018/023093 dated Jun. 21, 2018, 12 pages. |
Non-Final Office Action issued by the U.S. Patent and Trademark Office in related U.S. Appl. No. 15/924,883 dated Mar. 20, 2019, 26 pages. |
Non-Final Office Action issued by the U.S. Patent and Trademark Office in related U.S. Appl. No. 16/744,862 dated Nov. 24, 2021, 11 pages. |
Second Office Action, along with its English translation, issued by the China National Intellectual Property Administration, P.R.C. in related Chinese Patent Application No. 201880019640.3 dated Apr. 23, 2021, 23 pages. |
Number | Date | Country | |
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20220258975 A1 | Aug 2022 | US |
Number | Date | Country | |
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62473843 | Mar 2017 | US |
Number | Date | Country | |
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Parent | 16744862 | Jan 2020 | US |
Child | 17739735 | US | |
Parent | 15924883 | Mar 2018 | US |
Child | 16744862 | US |