JP2020527328A - 成長ポッドにおける自己学習のためのシステムおよび方法 - Google Patents
成長ポッドにおける自己学習のためのシステムおよび方法 Download PDFInfo
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- A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
- A01G9/00—Cultivation in receptacles, forcing-frames or greenhouses; Edging for beds, lawn or the like
- A01G9/24—Devices or systems for heating, ventilating, regulating temperature, illuminating, or watering, in greenhouses, forcing-frames, or the like
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
- A01G9/00—Cultivation in receptacles, forcing-frames or greenhouses; Edging for beds, lawn or the like
- A01G9/24—Devices or systems for heating, ventilating, regulating temperature, illuminating, or watering, in greenhouses, forcing-frames, or the like
- A01G9/246—Air-conditioning systems
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
- A01G9/00—Cultivation in receptacles, forcing-frames or greenhouses; Edging for beds, lawn or the like
- A01G9/24—Devices or systems for heating, ventilating, regulating temperature, illuminating, or watering, in greenhouses, forcing-frames, or the like
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
- A01G9/00—Cultivation in receptacles, forcing-frames or greenhouses; Edging for beds, lawn or the like
- A01G9/24—Devices or systems for heating, ventilating, regulating temperature, illuminating, or watering, in greenhouses, forcing-frames, or the like
- A01G9/249—Lighting means
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- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
- A01G9/00—Cultivation in receptacles, forcing-frames or greenhouses; Edging for beds, lawn or the like
- A01G9/24—Devices or systems for heating, ventilating, regulating temperature, illuminating, or watering, in greenhouses, forcing-frames, or the like
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Abstract
Description
本願は、米国仮出願第62/519,318号、米国仮出願第62/519,304号、および米国特許出願第15/970,582号の利益を主張するものであり、これらの全ては、その全体が参照により本明細書中に援用される。
Claims (20)
- 自己学習のためのアセンブリライン成長ポッドであって、
成長させるための植物を格納するカートと、
前記カートを受容する軌道であって、前記軌道は、前記カートに所定の経路に沿って前記アセンブリライン成長ポッドを横断させる、軌道と、
栄養物を前記植物に提供するための環境アフェクタと、
前記植物の産出を監視するためのセンサと、
論理を記憶しているコンピューティングデバイスであって、前記論理は、前記アセンブリライン成長ポッドに、少なくとも、
前記植物の産出を決定するために前記センサから成長データを受信することと、
予期される植物産出に対して前記植物の産出を比較することと、
前記植物の産出を改良するために成長レシピの改変を決定することと、
前記植物の産出を改良するために前記成長レシピを改変することと
を実施させる、コンピューティングデバイスと
を備える、アセンブリライン成長ポッド。 - 前記環境アフェクタは、光源、給水デバイス、栄養素分注デバイス、温度制御デバイス、湿度制御デバイス、圧力制御デバイス、または空気流制御デバイスのうちの少なくとも1つを含む、請求項1に記載のアセンブリライン成長ポッド。
- 前記論理はさらに、遠隔成長ポッドによる実装のために、前記コンピューティングデバイスに、前記成長レシピの改変を遠隔コンピューティングデバイスに通信させる、請求項1に記載のアセンブリライン成長ポッド。
- 前記論理はさらに、前記アセンブリライン成長ポッドに、少なくとも、
前記成長レシピの改変が前記植物の改良された産出をもたらしたかどうかを決定するために、前記センサから付加的成長データを受信することと、
前記成長レシピの改変が前記植物の産出を改良したかどうかを決定するために、前記付加的成長データを前記成長データと比較することと、
前記成長レシピの改変が前記植物の産出を改良しなかったと決定することに応答して、前記成長レシピを再び改変することと
を実施させる、請求項1に記載のアセンブリライン成長ポッド。 - 前記論理はさらに、前記コンピューティングデバイスに、少なくとも、
前記アセンブリライン成長ポッドのコンポーネントと関連付けられる消耗データを受信することであって、前記コンポーネントは、前記カート、前記軌道、前記環境アフェクタ、または前記センサのうちの少なくとも1つを含む、ことと、
前記コンポーネントの寿命を改良するために、前記成長レシピの異なる改変を決定することと
を実施させる、請求項1に記載のアセンブリライン成長ポッド。 - 前記成長レシピの改変を決定することは、前記成長レシピのランダム変動を決定することを含む、請求項1に記載のアセンブリライン成長ポッド。
- 前記植物の産出は、植物成長、根成長、葉成長、茎成長、果実成長、花成長、タンパク質生産、葉緑素生産、または種子成功率のうちの少なくとも1つを含む、請求項1に記載のアセンブリライン成長ポッド。
- 成長ポッドにおける自己学習のためのシステムであって、
複数の種子を受容し、前記複数の種子を個別の植物に成長させるためのトレイと、
栄養物を前記複数の種子に提供するための環境アフェクタと、
植物産出を監視するためのセンサと、
論理を記憶しているコンピューティングデバイスであって、前記論理は、前記システムに、少なくとも、
前記植物産出を決定するために前記センサから成長データを受信することと、
予期される植物産出に対して前記植物産出を比較することと、
前記植物産出を改良するために成長レシピの改変を決定することと、
前記植物産出を改良し、将来の植物の植物産出を改良するために前記成長レシピを改変することと
を実施させる、コンピューティングデバイスと
を備える、システム。 - 前記環境アフェクタは、光源、給水デバイス、栄養素分注デバイス、温度制御デバイス、湿度制御デバイス、圧力制御デバイス、または空気流制御デバイスのうちの少なくとも1つを含む、請求項8に記載のシステム。
- 前記成長レシピは、前記コンピューティングデバイスに、前記環境アフェクタおよび軌道に沿った前記トレイの移動を制御させる、請求項8に記載のシステム。
- 遠隔コンピューティングデバイスをさらに備え、前記論理はさらに、遠隔成長ポッドによる実装のために、前記コンピューティングデバイスに、前記成長レシピの改変を前記遠隔コンピューティングデバイスに通信させる、請求項8に記載のシステム。
- 前記論理はさらに、前記システムに、少なくとも、
前記成長レシピの改変が前記将来の植物の改良された植物産出をもたらしたかどうかを決定するために、前記センサから付加的成長データを受信することと、
前記成長レシピの改変が前記将来の植物の植物産出を改良したかどうかを決定するために、前記付加的成長データを前記成長データと比較することと、
前記成長レシピの改変が前記植物産出を改良しなかったと決定することに応答して、前記成長レシピを再び改変することと
を実施させる、請求項8に記載のシステム。 - 前記論理はさらに、前記コンピューティングデバイスに、少なくとも、
前記成長ポッドのコンポーネントと関連付けられる消耗データを受信することと、
前記成長ポッドのコンポーネントの寿命を改良するために、前記成長レシピの異なる改変を決定することと
を実施させる、請求項8に記載のシステム。 - 前記成長レシピを改変することは、前記成長レシピのランダム改変を行うことを含む、請求項8に記載のシステム。
- 前記植物産出は、植物成長、根成長、葉成長、茎成長、果実成長、花成長、タンパク質生産、葉緑素生産、または種子成功率のうちの少なくとも1つを含む、請求項8に記載のシステム。
- 自己学習のためのシステムであって、
アセンブリライン成長ポッドであって、
成長させるための植物を格納するカートと、
前記カートを受容する軌道であって、前記軌道は、前記カートに所定の経路に沿って前記アセンブリライン成長ポッドを横断させる、軌道と、
栄養物を前記植物に提供するための環境アフェクタと、
前記植物の産出を監視するためのセンサと
を含む、アセンブリライン成長ポッドと、
論理を記憶しているコンピューティングデバイスであって、前記論理は、前記システムに、少なくとも、
前記植物の産出を決定するために前記センサから成長データを受信することと、
予期される植物産出に対して前記植物の産出を比較することと、
将来の植物の産出を改良するために成長レシピの改変を決定することと、
前記将来の植物の産出を改良するために前記成長レシピを改変することと
を実施させる、コンピューティングデバイスと
を備える、システム。 - 前記環境アフェクタは、光源、給水デバイス、栄養素分注デバイス、温度制御デバイス、湿度制御デバイス、圧力制御デバイス、または空気流制御デバイスのうちの少なくとも1つを含む、請求項16に記載のシステム。
- 前記論理はさらに、前記システムに、少なくとも、
前記成長レシピの改変が前記将来の植物の改良された植物産出をもたらしたかどうかを決定するために、前記センサから付加的成長データを受信することと、
前記成長レシピの改変が前記将来の植物の産出を改良したかどうかを決定するために、前記付加的成長データを前記成長データと比較することと、
前記成長レシピの改変が前記将来の植物の産出を改良しなかったと決定することに応答して、前記成長レシピを再び改変することと
を実施させる、請求項16に記載のシステム。 - 前記論理はさらに、前記コンピューティングデバイスに、少なくとも、
前記システムのコンポーネントと関連付けられる消耗データを受信することであって、前記コンポーネントは、前記カート、前記軌道、前記環境アフェクタ、または前記センサのうちの少なくとも1つを含む、ことと、
前記コンポーネントの寿命を改良するために、前記成長レシピの異なる改変を決定することと
を実施させる、請求項16に記載のシステム。 - 前記植物産出は、植物成長、根成長、葉成長、茎成長、果実成長、花成長、タンパク質生産、葉緑素生産、または種子成功率のうちの少なくとも1つを含む、請求項16に記載のシステム。
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US15/970,582 US20180359955A1 (en) | 2017-06-14 | 2018-05-03 | Systems and methods for self-learning in a grow pod |
PCT/US2018/031366 WO2018231365A1 (en) | 2017-06-14 | 2018-05-07 | Systems and methods for self-learning in a grow pod |
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Families Citing this family (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2018145110A1 (en) * | 2017-02-06 | 2018-08-09 | Hancock Trenton L | Vertical plant growing system |
US10803312B2 (en) * | 2018-06-06 | 2020-10-13 | AgEYE Technologies, Inc. | AI-powered autonomous plant-growth optimization system that automatically adjusts input variables to yield desired harvest traits |
WO2020014773A1 (en) * | 2018-07-16 | 2020-01-23 | Vineland Research And Innovation Centre | Automated monitoring and irrigation of plants in a controlled growing environment |
US11337381B1 (en) * | 2018-09-25 | 2022-05-24 | Grow Computer, Inc. | Apparatus and method for discovery and control of internet-of-things components for indoor agriculture and controlled environment systems |
WO2020146944A1 (en) * | 2019-01-15 | 2020-07-23 | Advanced Intelligent Systems Inc. | System and method for automated farming of potted plants |
WO2020201214A1 (en) * | 2019-04-02 | 2020-10-08 | Natufia Labs Plc | Intelligent plant growth system and method |
US11343976B2 (en) * | 2019-09-24 | 2022-05-31 | Haier Us Appliance Solutions, Inc. | Indoor garden center with a plant pod detection system |
JP7335459B2 (ja) | 2020-03-26 | 2023-08-29 | シグニファイ ホールディング ビー ヴィ | 調整された育成プロトコル目標値を用いる実験 |
EP4262356A1 (en) * | 2020-12-18 | 2023-10-25 | Swegreen AB | Cultivation plant comprising a cultivation room and an adjacent facility exchanging resources |
WO2023007340A1 (en) * | 2021-07-24 | 2023-02-02 | Eeki Automation Private Limited | System and method for automation and control of hydroponic farms |
US11957087B2 (en) * | 2021-12-29 | 2024-04-16 | King Fahd University Of Petroleum And Minerals | IoT based hydroponic communications system for agricultural industries |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2015501157A (ja) * | 2011-11-02 | 2015-01-15 | プランタゴン インターナショナル アーベー | 植物栽培方法及び植物栽培装置 |
JP2015195786A (ja) * | 2014-04-03 | 2015-11-09 | 株式会社椿本チエイン | 栽培システム |
WO2016188384A1 (zh) * | 2015-05-26 | 2016-12-01 | 徐吉祥 | 智能种植管理方法和智能种植设备 |
Family Cites Families (68)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3824736A (en) * | 1970-11-09 | 1974-07-23 | Integrated Dev And Mfg Co | Method and apparatus for producing plants |
US3876907A (en) * | 1970-12-10 | 1975-04-08 | Controlled Environment Syst | Plant growth system |
US3717953A (en) * | 1971-11-10 | 1973-02-27 | J Kuhn | Apparatus for cultivating plants |
US4028847A (en) * | 1976-02-19 | 1977-06-14 | General Mills, Inc. | Apparatus for producing plants |
US4130072A (en) * | 1977-02-25 | 1978-12-19 | Gravi-Mechanics Co. | Field transplant systems and methods and components thereof |
AT350832B (de) * | 1977-05-12 | 1979-06-25 | Ruthner Othmar | Anlage zur verbesserung der speicherung biochemischer energie durch die nutzung der sonnenenergie und/oder sonstiger elektro- magnetischer strahlungsenergie in pflanzen |
US4163342A (en) * | 1978-03-24 | 1979-08-07 | General Electric Company | Controlled environment agriculture facility and method for its operation |
US4930253A (en) * | 1986-02-20 | 1990-06-05 | Speedling Incorporated | Plant growing and handling method |
US5511340A (en) * | 1987-03-04 | 1996-04-30 | Kertz; Malcolm G. | Plant growing room |
US5252108A (en) * | 1990-05-10 | 1993-10-12 | Banks Colin M | Hydroponic farming method and apparatus |
JPH0458835A (ja) * | 1990-06-22 | 1992-02-25 | Trans Global:Kk | 自動散水施肥装置 |
US5247761A (en) * | 1991-01-03 | 1993-09-28 | Robotic Solutions, Inc. | Computer controlled seedling transfer apparatus |
NL9300609A (nl) * | 1992-04-10 | 1993-11-01 | Gye Sung Wi | Landbouwstelsel voor het kweken van gewassen. |
JP3468877B2 (ja) * | 1994-10-27 | 2003-11-17 | 矢崎総業株式会社 | 植物の自動診断方法及び装置 |
US6360482B1 (en) * | 1999-08-10 | 2002-03-26 | Paradigm Genetics, Inc. | Spray booth for reproducible application of agrichemicals |
US6243987B1 (en) * | 1999-09-01 | 2001-06-12 | Organitech Ltd. | Self contained fully automated robotic crop production facility |
EP1300066A4 (en) * | 2000-07-07 | 2008-05-21 | Kinpara Shiro | PROCESS FOR PLANT PRODUCTION, PLANT PLANT AND LIGHT PANELS |
NL1020012C2 (nl) * | 2002-02-20 | 2003-08-21 | Visser S Gravendeel Holding | Duwinrichting voor potplanten. |
AU2002950805A0 (en) * | 2002-08-15 | 2002-09-12 | Momentum Technologies Group | Improvements relating to video transmission systems |
NL1021800C2 (nl) * | 2002-10-31 | 2004-05-06 | Plant Res Int Bv | Werkwijze en inrichting voor het maken van beelden van de kwantumefficientie van het fotosynthesesysteem met tot doel het bepalen van de kwaliteit van plantaardig materiaal en werkwijze en inrichting voor het meten, classificeren en sorteren van plantaardig materiaal. |
US7125215B2 (en) * | 2003-02-05 | 2006-10-24 | Dwight Eric Kinzer | Track-and-trolley conveyor guidance system |
JP3885058B2 (ja) * | 2004-02-17 | 2007-02-21 | 株式会社日立製作所 | 植物成育解析システム及び解析方法 |
US7278236B2 (en) * | 2005-03-17 | 2007-10-09 | Phenotype Screening Corporation | Plant root characterization system |
US7796815B2 (en) * | 2005-06-10 | 2010-09-14 | The Cleveland Clinic Foundation | Image analysis of biological objects |
US7617057B2 (en) * | 2005-12-21 | 2009-11-10 | Inst Technology Development | Expert system for controlling plant growth in a contained environment |
CN101303594A (zh) * | 2008-06-12 | 2008-11-12 | 昆明理工大学 | 基于模糊神经网络控制的植物生长营养液及溶解氧测控系统 |
US8151518B2 (en) * | 2008-06-17 | 2012-04-10 | New York Sun Works | Vertically integrated greenhouse |
AU2010303421A1 (en) * | 2009-10-07 | 2012-05-10 | Rain Bird Corporation | Volumetric budget based irrigation control |
US20110093122A1 (en) * | 2009-10-20 | 2011-04-21 | Sotiri Koumoudis | Green Wall Lighting and Irrigation Control System and Method |
WO2011061634A2 (en) * | 2009-11-21 | 2011-05-26 | Glen Pettibone | Modular vertical farm cell |
US20110130871A1 (en) * | 2009-11-30 | 2011-06-02 | Universal Carbon Control Technology Co., Ltd. | Vegetable tower |
DE202010013543U1 (de) * | 2010-09-23 | 2012-01-19 | Kamal Daas | Vorrichtung zur Aufzucht von Pflanzen |
BR112013018854A2 (pt) * | 2011-01-24 | 2016-08-09 | Basf Plant Science Co Gmbh | sistema, métodos para monitoramento das condições de crescimento, rastreamento, reprodução de vegetais, crescimento aprimorado de vegetais, análise rápida de resistência ao estresse, fornecer uma população de espécimes de vegetais, determinação do efeito fenotípico, usos de um sensor de umidade capacitivo e população de espécimes de vegetais |
US20160050862A1 (en) * | 2011-10-26 | 2016-02-25 | Got Produce? Franchising, Inc. | Control system for a hydroponic greenhouse growing environment |
CA2851129C (en) * | 2011-10-30 | 2017-10-31 | Paskal Technologies Agriculture Cooperative Society Ltd. | Self-learning of plant growth strategy in a greenhouse |
US9675014B2 (en) * | 2011-11-02 | 2017-06-13 | Plantagon International Ab | Method and arrangement for growing plants |
US9560813B2 (en) * | 2011-11-02 | 2017-02-07 | Plantagon International Ab | Building with integrated greenhouse |
WO2013114500A1 (ja) * | 2012-02-02 | 2013-08-08 | パナソニック株式会社 | 栽培システム |
WO2013160241A1 (en) * | 2012-04-26 | 2013-10-31 | Basf Se | Method and system for extracting buds from a stalk of a graminaceous plant |
MX364367B (es) * | 2012-06-08 | 2019-04-24 | Living Greens Farm Inc | Ambiente controlado y metodo. |
US20140026474A1 (en) * | 2012-07-25 | 2014-01-30 | Charles J. Kulas | Automated grow system |
AU2014286114B2 (en) * | 2013-07-05 | 2017-07-06 | Rockwool A/S | Plant growth system |
AU2014101143A4 (en) * | 2013-09-13 | 2014-10-23 | Oliver, Ian James | Plant profile game system |
US20150089867A1 (en) * | 2013-10-02 | 2015-04-02 | Intelligent Light Source, LLC | Intelligent light sources to enhance plant response |
US20150250115A1 (en) * | 2014-03-10 | 2015-09-10 | Snowbird Environmental Systems Corporation | Automated hydroponic growing and harvesting system for sprouts |
CA2943332A1 (en) * | 2014-03-21 | 2015-09-24 | Deb Ranjan BHATTACHARYA | An intelligent integrated plant growth system and a process of growing plant thereof |
CN107072151A (zh) * | 2014-04-23 | 2017-08-18 | 斯普劳特思艾欧有限公司 | 用于植物生长的方法和设备 |
US10470379B1 (en) * | 2014-06-12 | 2019-11-12 | Iowa State University Research Foundation, Inc. | High-throughput large-scale plant phenotyping instrumentation |
US9363957B2 (en) * | 2014-07-24 | 2016-06-14 | Sheng-Hsiung Cheng | Hydroponic vegetable culture device |
US9576786B2 (en) * | 2014-09-02 | 2017-02-21 | iUNU, LLC | Intelligent radio-controlled plasma light |
US11129344B2 (en) * | 2015-01-01 | 2021-09-28 | Aravinda Raama Mawendra | Central processing horticulture |
US10201122B2 (en) * | 2015-01-23 | 2019-02-12 | Kevin W. Higgins | Large-scale helical farming apparatus |
US10021837B2 (en) * | 2015-01-30 | 2018-07-17 | iUNU, LLC | Radio-controlled luminaire with integrated sensors |
EP3280248A4 (en) * | 2015-04-09 | 2018-12-26 | Growx Inc. | Systems, methods, and devices for light emitting diode array and horticulture apparatus |
US10241097B2 (en) * | 2015-07-30 | 2019-03-26 | Ecoation Innovative Solutions Inc. | Multi-sensor platform for crop health monitoring |
US10021757B2 (en) * | 2016-03-11 | 2018-07-10 | Gooee Limited | System and method for predicting emergency lighting fixture life expectancy |
US20170265408A1 (en) * | 2016-03-16 | 2017-09-21 | Ponix LLC | Modular Hydroponic Growth System |
CN205884215U (zh) * | 2016-05-12 | 2017-01-18 | 贝尔特物联技术无锡有限公司 | 基于fm数字广播技术的农业灌溉系统 |
US10721882B2 (en) * | 2016-05-23 | 2020-07-28 | Danny A. Armstrong | Agricultural growing structure |
US20180014471A1 (en) * | 2016-07-14 | 2018-01-18 | Mjnn Llc | Vertical growth tower and module for an environmentally controlled vertical farming system |
US10716265B2 (en) * | 2017-01-16 | 2020-07-21 | Iron Ox, Inc. | Method for automatically redistributing plants throughout an agricultural facility |
US10709073B2 (en) * | 2017-06-14 | 2020-07-14 | Grow Solutions Tech Llc | Systems and methods for communicating data via a plurality of grow pods |
JOP20190131A1 (ar) * | 2017-06-14 | 2019-06-02 | Grow Solutions Tech Llc | أنظمة وطرق تحكم مُوزع للاستخدام بحجيرة نمو خط تجميع |
US20190000130A1 (en) * | 2017-06-28 | 2019-01-03 | Go Green Agriculture, Inc. | Agricultural system and method for lettuce |
CA3028293A1 (en) * | 2017-12-22 | 2019-06-22 | J.D. Irving, Limited | Systems, methods and apparatuses for processing seedlings |
US20190259108A1 (en) * | 2018-02-20 | 2019-08-22 | Osram Gmbh | Controlled Agricultural Systems and Methods of Managing Agricultural Systems |
WO2019191048A1 (en) * | 2018-03-26 | 2019-10-03 | Silo Farms, Llc | Growing system and method |
US11778956B2 (en) * | 2018-04-06 | 2023-10-10 | Walmart Apollo, Llc | Automated vertical farming system using mobile robots |
-
2017
- 2017-06-16 JO JOP/2019/0048A patent/JOP20190048A1/ar unknown
-
2018
- 2018-05-03 US US15/970,582 patent/US20180359955A1/en not_active Abandoned
- 2018-05-07 AU AU2018286425A patent/AU2018286425A1/en not_active Abandoned
- 2018-05-07 MX MX2019005760A patent/MX2019005760A/es unknown
- 2018-05-07 WO PCT/US2018/031366 patent/WO2018231365A1/en unknown
- 2018-05-07 RU RU2019107808A patent/RU2019107808A/ru unknown
- 2018-05-07 CA CA3037437A patent/CA3037437A1/en not_active Abandoned
- 2018-05-07 MA MA44941A patent/MA44941A1/fr unknown
- 2018-05-07 CR CR20190143A patent/CR20190143A/es unknown
- 2018-05-07 CN CN201880003609.0A patent/CN109843045A/zh active Pending
- 2018-05-07 KR KR1020197007959A patent/KR20200018369A/ko not_active Application Discontinuation
- 2018-05-07 JP JP2019511622A patent/JP2020527328A/ja active Pending
- 2018-05-07 BR BR112019011659-1A patent/BR112019011659A2/pt not_active IP Right Cessation
- 2018-05-07 EP EP18729835.1A patent/EP3638000A1/en not_active Withdrawn
- 2018-05-07 PE PE2019000892A patent/PE20190892A1/es unknown
- 2018-05-18 TW TW107117037A patent/TW201905745A/zh unknown
-
2019
- 2019-03-04 IL IL265154A patent/IL265154A/en unknown
- 2019-03-15 CO CONC2019/0002498A patent/CO2019002498A2/es unknown
- 2019-03-15 ZA ZA2019/01625A patent/ZA201901625B/en unknown
- 2019-03-18 PH PH12019500585A patent/PH12019500585A1/en unknown
- 2019-03-20 DO DO2019000069A patent/DOP2019000069A/es unknown
- 2019-03-22 CL CL2019000759A patent/CL2019000759A1/es unknown
- 2019-03-22 EC ECSENADI201920261A patent/ECSP19020261A/es unknown
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2015501157A (ja) * | 2011-11-02 | 2015-01-15 | プランタゴン インターナショナル アーベー | 植物栽培方法及び植物栽培装置 |
JP2015195786A (ja) * | 2014-04-03 | 2015-11-09 | 株式会社椿本チエイン | 栽培システム |
WO2016188384A1 (zh) * | 2015-05-26 | 2016-12-01 | 徐吉祥 | 智能种植管理方法和智能种植设备 |
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MX2019005760A (es) | 2019-08-12 |
BR112019011659A2 (pt) | 2020-02-11 |
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IL265154A (en) | 2019-05-30 |
CN109843045A (zh) | 2019-06-04 |
MA44941A1 (fr) | 2019-07-31 |
WO2018231365A1 (en) | 2018-12-20 |
DOP2019000069A (es) | 2019-05-31 |
US20180359955A1 (en) | 2018-12-20 |
KR20200018369A (ko) | 2020-02-19 |
CA3037437A1 (en) | 2018-12-20 |
ECSP19020261A (es) | 2019-05-31 |
AU2018286425A1 (en) | 2019-03-14 |
TW201905745A (zh) | 2019-02-01 |
ZA201901625B (en) | 2019-12-18 |
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