WO2018136008A1 - Farming management system - Google Patents
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- WO2018136008A1 WO2018136008A1 PCT/SG2018/050033 SG2018050033W WO2018136008A1 WO 2018136008 A1 WO2018136008 A1 WO 2018136008A1 SG 2018050033 W SG2018050033 W SG 2018050033W WO 2018136008 A1 WO2018136008 A1 WO 2018136008A1
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- Prior art keywords
- farming
- management system
- growth
- farming management
- operative state
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Classifications
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- A—HUMAN NECESSITIES
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- B—PERFORMING OPERATIONS; TRANSPORTING
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- A—HUMAN NECESSITIES
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P60/00—Technologies relating to agriculture, livestock or agroalimentary industries
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- Y02P60/21—Dinitrogen oxide [N2O], e.g. using aquaponics, hydroponics or efficiency measures
Definitions
- the present invention relates to a farming management system suitable but not limited to the management of an indoor farm.
- Another challenge of traditional vegetable farming is low productivity due to uncontrollable environmental factors and pests. These include extended periods of heavy rain or drought and diseases which can spread from other countries through wind-carrying spores, and soil damage resulting from soil erosion or contamination. Additionally, exposure to pests such as insects can destroy the quality and yields of vegetable crops.
- a further challenge of traditional vegetable farming is the labor-intensiveness. In advancing economies, fewer from the younger generation are interested in farming as a career which limits the scalability and productivity of farming. In particular, various stage of growth of the vegetables (e.g. seed to seedling, seedling to full grown) require manpower for transplanting, maintenance.
- the technical solution seeks to combine logistics management principles with farming solutions, and to provide a comprehensive farm management system for an indoor farm, and especially suited for indoor farms including but not limited to farms developed or contained in a green house, a warehouse or a building, for whatever purpose including for the growth of plants and vegetables, fruits, animals etc.
- an indoor farming management system comprising at least one sensor; a central processing unit arranged in signal communication with the at least one sensor; a device adapted to switch between an operative state and a non-operative state; the central processing unit is operable to control at least one indoor environmental parameter of a farming system based on data received from the sensor; the central processing unit further operable to send a control signal to the device to switch the device between the operative state and the non- operative state.
- the farming management system allows the indoor farming environment to be controlled precisely based on feedback from the sensor to allow optimal growth of the vegetables. It further allows spatial environmental conditions within the building 102 to be tuned precisely to cater to different plant varieties.
- Fig. 1 shows various isometric views of a vertical farm.
- Fig. 2 is an engineering layout showing plan and side views of the vertical farm.
- Fig. 3 is an expanded plan view of the vertical farm, showing the travelling path of a vehicle along the aisle of the growth racks.
- Fig. 4 shows an embodiment of the modular units comprising of growth trays and a plurality of LEDs above each growth tray.
- Fig. 5 shows the various steps in the process of vertical farming.
- Fig. 6 schematically illustrates the integrated nature of the Farming Operation Management System (FOMS).
- FOMS Farming Operation Management System
- Fig. 7 is a flow chart showing the integration of upstream customer order with FOMS.
- Fig. 8 summarizes the functions of the various modules in FOMS for managing customer or consumer order.
- Fig. 9 is a flow chart showing the production or farming process as managed by FOMS in tandem with other offline processes.
- Fig. 10 summarizes the functions of the various modules in FOMS for managing the production or farming process.
- Fig. 1 1 is a flow chart showing the management of materials and/or equipment inventory by FOMS.
- Fig. 12 summarizes the functions of the various modules in FOMS for managing the materials and/or equipment inventory.
- Fig. 13 is a flow chart showing the management of the finished goods inventory by FOMS.
- Fig. 14 is a flow chart showing the management of the delivery process of finished goods by FOMS.
- Fig. 15 summarizes the functions of the various modules in FOMS for managing the delivery process of finished goods.
- Fig. 16 is a block diagram illustrating the climate monitoring and control system within FOMS.
- Fig. 17 summarizes the functions of the various modules in FOMS for monitoring and controlling the climate in the farm.
- Fig. 18 summarizes the functions of the various modules in FOMS for managing indoor farming research and development.
- Fig. 19 is an engineering drawing illustrating the side and plan views of the self- contained or self-sufficient farming tray.
- Fig. 20 is an engineering drawing illustrating the plan view of the lid or planting board.
- Fig. 21 is an example of the system architecture of climate control and management module of the FOMS.
- Fig. 22 is a graphical user interface of real-time climate monitoring
- Fig. 23 is an example of the system architecture of FOMS's production monitoring and management module.
- Fig. 24 shows the workflow of the FOMS's production monitoring and management module.
- Fig. 25 are examples of the production and equipment monitoring dashboards.
- Fig. 26 shows the results of a computational fluid dynamic analysis test.
- Fig. 27 is a layout of a chamber that creates a microclimate.
- Fig. 28 are computer simulated views of a farming system.
- the farm may be a vegetable farm leveraging on hydroponics agri-technology system, which in turn leverages on a concept of automated storage and retrieval system (ASRS) for management of the farm.
- ASRS automated storage and retrieval system
- the ASRS system is useful for storage and retrieval of one or more farming modules on an automated level (thus minimizing manual labour) based on pre-defined conditions, for example, in accordance of the stage of growth of the particular plant.
- the farm management system operates to control key parameters such as lighting and carbon dioxide for photosynthesis.
- the farm may be a poultry farm for rearing chickens for meat and/or eggs.
- the ASRS system is useful for storage and retrieval of one or more farming modules (containing eggs) on an automated level (thus minimizing manual labour) based on pre-defined conditions.
- the farm management system operates to control key parameters such as temperature for the incubation of eggs.
- a vertical farming system 100 for growing vegetables in an automated manner.
- the vertical farming system 100 comprises a building or enclosure 102 which partitions or isolate the indoor farming environment from the outdoor environment.
- Fig. 28 illustrates simulated front, side and zoom views of a farming system where the invention management system can be applied to.
- the farming system 100 includes the following elements:
- An automated system comprising hardware and control software of farming beds, loading and unloading of one or more farming modules, water/nutrient supply and lighting;
- a environmental control system covering temperature, moisture, C02/Hydrogen level control, and air ventilation; and a farm operation management system that integrates the foregoing systems and provides effective operation of the farming process within a farm.
- the walls of the building or enclosure 102 may be opaque to prevent outdoor solar radiations from entering the building 102. Further, the walls may also be well-insulated to minimize heat exchange with the outdoor environment. Advantageously, the foregoing partitioning features of the walls allow the indoor environment to be controlled more precisely. Additionally, the walls may form a barrier against pests, or may comprise the application of chemicals, equipment or the like to immobilize or kill pests.
- the building 102 houses a plurality of growth racks or shelves 104 which may be used to store farming modules 106 that are used for growing crops such as vegetables and/or fruit.
- each growth rack 104 is elongated in the longitudinal direction of the building 102 and capable of storing farming modules 106 along the vertical and longitudinal directions as shown in the side view of the farm layout in Fig. 2.
- a plurality of growth racks 104 may be arranged laterally to define a 3-dimensional (3D) array of cells along the lateral, vertical and longitudinal directions. Each cell within the 3D array may receive and store a farming module 106.
- individual farming modules 106 are transported and loaded or stacked onto the growth racks 104 using devices/machines 108.
- the device 108 can be configured to switch between an operative state and a non-operative state. When in an operative state, the device 108 can considered to be in an "on" mode and can be operated in a manner so as to carry, hold, move, store and perform various other actions on the cell. When it is in a non-operative state, the device 108 can be considered to be in an "off mode"/"stand-by mode" (in which case, the device 108 is not operated to, for example, carry, hold, move, store and perform various other actions on the cell). As shown in Fig. 1 to Fig. 3, the farming modules 106 may be transported vertically and along the longitudinal direction of the building 102 by the machines 108 for loading or stacking onto various cells in the 3-D array of the growth racks 104.
- one machine 108 may be used to load or stack one or more farming modules 106 onto cells in two opposing growth racks 104.
- the machine 108 is moveable along an aisle separating the two opposing growth racks 104.
- the farming modules 106 may then be loaded sideways 302 into either one of the growth racks 104 (see double arrow on Fig. 3).
- two adjacent growth racks are stacked abutting each other so that each growth rack is not serviced by two machines 108.
- the foregoing arrangement allows the farming modules 106 to be closely packed or stacked and accessible at the same time.
- Fig. 29 is an example of an overview of the machine operation system when automated.
- each aisle (and hence two growth racks 104) may be equipped with one machine 108. In other embodiments, one machine 108 may simultaneously be used for more than one aisles. In various embodiments, each machine 108 may be guided to move along the longitudinal direction of the building 102 by a bottom track 1 10 and a top track 1 12 respectively mounted on the floor and ceiling of the building 102 along the respective aisle.
- the growth racks 104 may be divided into at least two different regions, nursery region 202 and growth region 204.
- the nursery region 202 is used for cultivating the seeds to sprouts and/or from sprouts to seedlings. As the sprouts and seedlings are relatively smaller in size as compared to a fully grown vegetable, a smaller area per plant is required during the initial germination and seedling stage. As such, the nursery region is relatively smaller than the growth region. Thereafter, the germinated seeds and seedlings are further transplanted in the next stage to growth farming trays in which they are spaced further apart to facilitate further growth.
- productivity is be enhanced because space is optimally allocated depending on the growth stage of the vegetable. This is in contrast to traditional farming in which the seeds are initially sowed with a large inter-seed spacing in anticipation of the size of the vegetable during maturity.
- the preparation of farming trays 404 may include the soaking of foams with nutrients and placing or arranging the nutrients impregnated foams into the farming trays.
- preparing the farming trays in advance reduces the processing time required for transplanting the plants to the as-prepared farming trays 404 during the different stages of farming.
- the vertical farming system 100 may further comprise a sorting transport vehicle (STV) loop 1 16 that is coupled with the respective loading platform 1 14 of the machines 108 for serving as a loading and unloading bay for the 3D array of growth racks.
- the STV loop 1 16 may receive farming modules 106 at loading points 1 18 after seedlings in the nursery are transplanted and transport the same along the lateral direction of the building 102 to the machine 108 of their respective designated growth rack 104 in the growth region for loading.
- the STV loop 1 16 may also transport farming modules 106 unloaded from the 3D array of growth racks to a harvesting point 120 wherein farming modules 106 containing mature vegetables may be transported from the growth racks and harvested. Thereafter, the harvested vegetables may be packaged and directly loaded onto cargo trucks 122 for distribution.
- the layout of the farming system may comprise of a hall that may be partitioned into different segments.
- the hall may include a plurality of floors in which each floor is preferably connected/ positioned adjacent to a growth area.
- each floor could be for the nursery, seeding and transplantation, serving materials to growth racks and various growth stages of the plants and vegetables to take place; while the other floor could be for harvesting and the packing of vegetables into boxes.
- the invention includes other activities that could take place on these floors. This is advantageous as it optimises the space available for the farming system.
- the farming modules 106 may comprise of a 3D frame 402 for supporting a plurality of farming trays 404 which are spaced vertically apart. The vertical spacing allows sufficient space for vegetables to grow vertically.
- LED lightings 406 may be installed above each farming tray 404 to provide artificial sunlight to aid the growth of the plants.
- the distance between the LED lightings 406 and the farming tray 404 may be adjustable for controlling the intensity of light.
- each farming module 106 may be installed with a first central electrical fitting that is electrically connected to the arrays of LED lightings 406.
- the cells in the growth racks 104 are installed with a second electrical fitting for coupling with the first central electrical fitting when the farming modules 106 are loaded or mounted onto the growth racks 104 for the provision of electrical power to the farming modules 106.
- the first central electrical fitting and second electrical fitting may be shaped and adapted/aligned such that when a farming module 106 is inserted into the growth racks 104 for storage, the LED lightings 406 are switched on upon insertion.
- removing or unmounting the farming modules 106 from the growth racks 104 un-couples the first central electrical fitting from the second electrical fitting and the LED lightings 406 are switched off upon unmounting.
- LED lightings 406 is energy efficient as compared to other types of light source such as fluorescent or incandescent light bulbs. Furthermore, the narrow band emission of LEDs 406 allow the spectrum of the artificial sunlight to be tuned more precisely for optimal growth of different vegetable or plant varieties. Additionally, artificial sunlight may be provided to the vegetables in a consistent manner (by pre-defining cycles of illumination) as compared to traditional sunlight which tend to varies. Advantageously, the growth rate of the plant or vegetable is increased, allowing quicker harvesting.
- the farming trays 404 are hydroponic-based (soil-less) which eradicates the problems associated with soil-based farming.
- each farming tray 404 may be self-contained without the need of water circulation as plants or vegetables are grown on growth medium impregnated with nutrients that are held in place within the farming tray 404 through the holes of a planting board, wherein the planting board is fitted and held in place within the main recess of the farming tray 404.
- the self- contained nature of the farming trays 404 eradicates the need for the installation of water piping for water circulation, allowing the growth racks 104 to be scaled vertically.
- the growth medium may be a foam.
- the foam may be Polyurethane based.
- the density or porosity of the foam may be optimized or tuned for adjusting the amount of nutrients absorbed in the foam.
- the foregoing allows the foam be catered to different plant varieties.
- the hole cutouts in the lids or planting boards fitted in the main recess of the nursery farming trays 404 for holding the seeds may be spaced relatively closer as compared to the hole cutouts in the lids or planting boards for the growth stage farming trays 404.
- an automated retrieval system for automated storage and retrieval of farming modules 106 in the 3D array of growth racks 104 comprising a central processing unit (CPU) in communication with at least one machines 108 and STV 1 16.
- the CPU keeps track of the status of every farming modules 106 including the growth stage and the location within the 3D array of growth racks 104.
- the automated retrieval system transmits a control signal to the corresponding machine 108 to retrieve the farming module 106 from the growth racks 104 for advancement to the next production stage (for e.g. harvesting stage).
- the CPU may comprise one or more processor servers and/or cloud servers.
- a farm operating management system comprising of the CPU that is in data communication with a plurality of sensors such as carbon dioxide sensors, light sensors, thermometers and image capturing devices.
- the FOMS enables control of environmental factors that influence the growth of the vegetables including light intensity, temperature, humidity and/or carbon dioxide levels.
- the sensors are distributed spatially across the building 102 forming a network, allowing spatial variations in environment parameters or conditions be captured and monitored. Following which, FOMS may then control environmental parameters spatially to cater to different plant varieties that are growing at different regions of the building 102.
- the FOMS can be used in horticulture activities such as the farming of plants, which may include plants grown for ornamental purpose, or high-value floral grown for profits.
- the FOMS can also be used in agriculture farming like the growing of plants, vegetables and animals.
- the FOMS works in conjunction with the device/machine 108 to store or retrieve farming modules for storage in the growth racks and is not restricted to the farming of any particular floral or fauna or animals.
- the FOMs may be utilized for different types of farms based on pre-defined programs or templates.
- pre-defined programs or templates include programs or templates for growth of a specific plant from germination to full-growth; growth of a type of poultry from hatching to full grown etc.
- the FOMS is operable to control at least one indoor environmental parameter of a farming system based on data received from one or more sensor to send a control signal to the device to operate the machine 108 between its operative state and its non-operative state.
- FOMS may also enable "Intelligent Farming" by integrating the value chain or production chain of vegetable or plant farming or production, allowing farming to be managed dynamically depending on consumer demand.
- Fig. 6 illustrates the overall FOMS architecture and system /modules. It is to be appreciated that the system may have more or less components.
- the FOMS is capable in at least the following ways:
- the knowledge management aspect of the FOMS comprises the following system modules:
- This module provides functions to define the users, roles, their access levels to the system and information.
- This module enables the system to define the life cycle processes and related information.
- the growing conditions and environmental parameters, and growth-duration/lead-time at each life cycle stage are defined through this module and used by relevant FOMS software applications to control and manage the farming operation.
- All relevant information about customers and potential customers can be defined and managed by this module.
- the information is used by sales, customer order, production order and delivery management.
- Fig. 21 illustrates an example of the overall system architecture of the climate control and management module.
- the climate control and management module provides functions for the monitoring, automated alert services, and automated execution of relevant devices to maintain the set climate parameters in the growth chamber.
- this module continuously monitors four climate parameters in real-time room: air temperature CO), room air relative humidity (%RH), lighting strength (Lux), and CO2 level (ppm). It is to be appreciated that the invention includes monitoring of more or less parameters as described.
- the parameter data are collected through sensors positioned at different positions or locations of the farms as mentioned above.
- the value of the parameters are monitored. When the value is outside the pre-defined range, an alert is sent via email or SMS to a user, such as an operator-in-charge.
- the switching of the lighting between an on and off state may be operated automatically based on the pre-determined photosynthetic period.
- the air ventilation is automatically activated or stopped based on pre-determined room temperature. All the sensor data are automatically captured and archived in the FOMS. These data are also part of the data being collected and being used for the FOMS machine to constantly learn and evolve, thereby building a smart farming system making use of artificial intelligence, machine learning or deep learning principles. These may include for example via the use of artificial neural networks. Fig.
- the 23 is an example system architecture of the production monitoring and management module of the FOMS.
- five mobile software applications are developed to provide needed functions for the end-to-end production monitoring and management throughout the entire product life cycle starting from Customer Order, through Process Tasks and Execution, Raw Materials Management to Product Delivery.
- the Production Dashboard software application enables real-time monitor, alerts, and execution of production tasks.
- the Cost Report software application provides information on the cost elements and total/unit costs of produces for each production batch.
- This module links customer orders with manufacturing and process visualization, enabling customised mixed vegetables orders and same day harvest and delivery.
- the production plan is dynamically generated and executed based on the latest customer demand.
- Fig. 24 is a workflow of the production monitoring and management system of a preferred embodiment of the FOMS.
- the system checks (1 ) if the germination and production capacity is still available (i.e. any pre-orders); and (2) if the materials for the order are available. Available materials are reserved, and unavailable materials are marked for procurement and also checked if the existing suppliers can meet the requirements.
- the system automatically prepares the production materials, generates the production plans, and prepares costs sheets.
- production plans are confirmed, the system (production execution) automatically generates work orders for each process (workstations) and automatically queues and prioritise the orders for timely execution.
- the system provides real-time indicators on the major production status and issues arising at each lift cycle stage as depicted in Fig. 25.
- the system is designed in a way that all product/production information is recorded or associated by the RFID at each tray (basic product unit).
- the ID (RFID) for each tray is taken and processed by the system.
- the current system is fully integrated with the indoor vegetable farming germination/growth and harvesting machines for automated execution of production plans.
- the invention includes dashboards that are designed differently and include different parameters from that as illustrated. Vegetable growth requires certain temperature and humidity conditions.
- a computational fluid dynamic (CFD) analysis was carried out to establish the relationships between the inlet air temperature and the stable room temperature of the invention.
- the CDF analysis is performed at inlet air temperature of 20°C, 25 °C and 28 °C and the steady state temperature for the room is achieved at around 60 minutes.
- the temperature distribution in the room at stable state is illustrated in Figure 26(a).
- the high temperature zones are in the top areas and inside the cells (the heat sources).
- the relationship between inlet air temperature and minimum/maximum room temperature is depicted in Figure 26(b).
- the inlet temperature is at 20 °C
- the temperature range in the chamber is between 20 °C and 27.9 q C.
- the inlet temperature is at 28 q C
- the highest temperature in the chamber can reach 36°C.
- Fig. 27 shows a layout of a chamber used to enclose the growth of a certain plant and the thermo-conditions involved.
- the heat source is primarily from LED lighting.
- the total power of LED is 10,000w.
- the air inlet is from an electrical fan of 450mm diameter with airflow rate at 1 .8 m/second.
- FOMS may interface or communicate with a platform for consumers or customers to place order for a plant or vegetable in advance.
- the consumer may provide order information such as, but not limited to, the type of plant, the quantity required and delivery date.
- FOMS is operable to process the order information and verify with at least one inventory stored in a database if sufficient farming resources (for e.g. the number of farming trays 404 and raw materials required) are available to fulfil the order.
- FOMS may allocate and reserve farming resources by generating a work order and initiate farming on a pre-determined day so that the plant may be harvested at or near the delivery date.
- FOMS may update the at least one inventory in the database once farming resources are allocated to prevent over-subscribing of farming resources.
- the pre-determined day to initiate farming for an order may be calculated based on at least the delivery date and growth cycle of the type of plant ordered. In various embodiments, the pre-determined day may also factor in the time taken for delivering the plant to the consumer. Once the farming or production process is completed, the plant or vegetable may be harvest at or near the delivery date and subsequently packaged and delivered to the consumer.
- it at least allows the farm to manage seasonal fluctuations in demand for plants while at the same time ensuring the quality of the delivery while maintaining a low cost.
- FOMS may utilize artificial intelligence to analyse historical order information from consumers for predicting future demand for plants.
- raw materials such as seeds, nutrients and foams to be procured in anticipation of seasonal changes so that the probability of rejecting an order due to insufficient farming resources is reduced.
- FOMS may function as a holistic platform that fully integrates the entire value or production chain of farming, from order taking to delivery.
- FOMS may be in charge of plant capacity management by updating at least one inventory in the database for allocating of farming resources.
- a user interface which may be in the form of a dashboard, may be provided to allow an operator to visualize and monitor important parameters in the entire value chain of farming so that abnormalities may be rectified quickly. These parameters may include, but not limited to, raw materials inventory, order information from consumers, information from the network of sensors and delivery statuses.
- FOMS may also be programmed to detect for abnormalities and issue an alert to the operator.
- FOMS may provide the operator with a corrective measure to rectify the abnormalities. For example, when there is a surge in demand for a particular type of plants which is depleting raw materials for growing that particular type of plant, FOMS may issue an alert to the operator and recommend a corrective action such as "Please purchase more Tomato seeds".
- FOMS may also integrate with suppliers for raw materials so that procurement of raw materials may be automated and managed dynamically according to consumer demand. For example when there is a surge in demand for a Tomatoes, FOMS may automatically place order with the relevant suppliers for Tomato seeds and the growth medium and nutrients suitable for growing Tomatoes.
- a portion or the whole FOMS may be implemented across a distributed network or on a mobile phone, in the form of a dedicated software 'app'.
- an application made available for download by a mobile device may comprise a user interface for a user to control certain farming parameters.
- the present invention will now be described in greater technical detail relating to the process of operating the vertical farming system 100 for growing a plant.
- the vertical farming process 500 comprises the initial stage of germination 502 which involves the preparation of growth mediums and adding water and/or nutrients to the growth medium. Following which, a seeding machine sows seeds into the mediums and the seeds are soaked without lighting and nutrients.
- the seeds may sprout after a pre-determined number of days.
- the next stage is the seedling stage 504 in which the growth mediums together with the sprouted seeds are transferred into farming trays 404 which contain further nutrients.
- the farming trays 404 are subsequently mounted on the farming modules 106.
- the farming modules 106 containing the farming trays 404 with the sprouted seeds are then transported by the machines 108 to the 3D array of growth racks 104 for storage in which the sprouts are illuminated with LED lightings 406 for further growth into seedlings.
- the farming modules 106 may then be retrieved after a pre-determined number of days via the machines 108 for the next stage.
- the next stage following the seedling stage may be the growth stage 506 in which the seedlings are transferred to growth farming trays 404 in which water and nutrients are added again.
- the automated retrieval system re-transports the farming modules 106 loaded with the growth farming trays 404 into the growth racks 104.
- the seedlings are further illuminated with LED lightings 406 that are installed on the farming modules 106 for further growth. After a pre-determined number of days, the vegetables that grow in the growth trays are ready for harvesting.
- the next stage is the harvesting and packing stage 508 in which the automated retrieval system transports the growth farming trays 404 to the harvesting area via the machines 108 and the vegetables are checked for quality and the healthiest are selected, weighed and transported to the packing area.
- the packing machine then collects the vegetable before storing them in a cold room.
- the last stage is the delivery stage 510 in which the packed vegetables are loaded into trucks and delivered to retailers.
- the vertical farming process 500 may integrate upstream and is triggered when an order for a plant or vegetable is received from consumers via an order platform in communication with FOMS.
- the vertical farming process 500 may integrate downstream taking into account the preference of the retailers or end consumers.
- the harvesting process may be planned to take place near to the preferred delivery time of the retailers, ensuring that quality or freshness of the delivered plants or vegetables.
- FOMS may also keep track of each delivery order and alert the operator if any delivery is delayed or is unsuccessful. Thereafter, the operator may rectify the unsuccessful delivery accordingly, either with or without suggestions provided by FOMS.
- FOMS may also update the inventory as soon as the delivery is signed off and successful.
- Automation may be adopted in other production stages, leveraging the appropriate machineries for sowing of seeds, harvesting with a robotic arm, and packing of vegetables.
- the vertical farm may be configured to grow a large variety of vegetables or plants, including but not limited to Pakchoy, Naibai, Chyesim, Romaine Lettuce, Butterhead Lettuce, Swiss Chard, Kale, Arugula, Basil, Cherry Tomatoes, Strawberry, rice and Japanese Cucumbers.
- farming resources such as raw materials, growth racks, farming trays, farming modules
- R&D research and development
- a research project may be initiated via FOMS which will verify if sufficient farming resources are available for the research project by checking with at least one inventory in the database. Thereafter, the research project may be executed and the progress may be automatically monitored by FOMS and the research results may be recorded in FOMS.
- FOMS may be programmed to self-learn from the R&D results and continuously update the most optimal growth recipe for each plant variety for use in the next farming or production cycle.
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Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109116782A (en) * | 2018-09-05 | 2019-01-01 | 广州达欧技术检测有限公司 | A kind of quality information supervisory systems |
CN109174499A (en) * | 2018-08-30 | 2019-01-11 | 深圳春沐源控股有限公司 | Spray control method and spray control system |
WO2020073123A1 (en) | 2018-10-10 | 2020-04-16 | Advanced Intelligent Systems Inc. | Systems and methods for automated article transportation and management thereof |
WO2020232151A1 (en) * | 2019-05-13 | 2020-11-19 | 80 Acres Urban Agriculture, Inc. | System and method for controlling indoor farms remotely and user interface for same |
US11672209B2 (en) | 2019-05-09 | 2023-06-13 | 80 Acres Urban Agriculture Inc. | Apparatus for high-density indoor farming |
Families Citing this family (27)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JOP20190145A1 (en) * | 2017-06-14 | 2019-06-16 | Grow Solutions Tech Llc | Systems and methods for bypassing harvesting for a grow pod |
US11483988B2 (en) * | 2017-11-30 | 2022-11-01 | OnePointOne, Inc. | Vertical farming systems and methods |
US11483981B1 (en) * | 2018-05-14 | 2022-11-01 | Crop One Holdings, Inc. | Systems and methods for providing a low energy use farm |
TWI670689B (en) * | 2018-10-08 | 2019-09-01 | 南開科技大學 | Smart farmland patrolling system and method thereof |
DK179885B1 (en) | 2018-11-16 | 2019-08-26 | Frederik Bjerre Riber Jens | Growth House |
US10990875B2 (en) * | 2018-11-28 | 2021-04-27 | International Business Machines Corporation | Neural network forecasting for tiered hydroponic natural farming configurations |
US11803172B2 (en) * | 2019-05-10 | 2023-10-31 | Mjnn Llc | Efficient selection of experiments for enhancing performance in controlled environment agriculture |
WO2020239185A1 (en) * | 2019-05-28 | 2020-12-03 | Invenstar Aps | Vertical farming robot |
CN110754269A (en) * | 2019-11-27 | 2020-02-07 | 湖南皖湘科技有限公司 | Intelligent water-saving irrigation method in vegetable greenhouse |
TWI726519B (en) * | 2019-12-04 | 2021-05-01 | 遠東科技大學 | Plant marketing method by monitoring planting environment during blooming period to perform plant replacement and collaborative caring |
EP3906777A1 (en) * | 2020-05-04 | 2021-11-10 | Jungheinrich Aktiengesellschaft | Greenhouse arrangement |
CN111642291B (en) * | 2020-06-11 | 2021-10-08 | 湖北美和易思教育科技有限公司 | Artificial intelligence Internet of things indoor flower management system and method |
US11895954B2 (en) * | 2020-08-07 | 2024-02-13 | Local Bounti Operating Company, Llc | System and method for plant indexing in a hydroponic farming environment and a hydroponic farming environment |
AU2021339330A1 (en) * | 2020-09-11 | 2023-05-11 | Boomgrow Productions Sdn Bhd | A system of farming in an indoor environment |
WO2022155438A2 (en) | 2021-01-15 | 2022-07-21 | Maui Greens, Inc. | Lighting array for various plant growth stages |
WO2022155428A1 (en) | 2021-01-15 | 2022-07-21 | Maui Greens, Inc. | Grow module for plant vessels |
CN112931072A (en) * | 2021-01-18 | 2021-06-11 | 湖南文理学院 | Low-carbon ecological agricultural circulating system and circulating method |
GB202100791D0 (en) * | 2021-01-21 | 2021-03-10 | Ocado Innovation Ltd | A Data Collection And Monitoring System, A Controlled Environment Farming System, Devices And Related Methods |
JP7084660B1 (en) | 2021-02-19 | 2022-06-15 | 菱熱工業株式会社 | Plant cultivation system, plant cultivation method, plant transport device |
CN113076512B (en) * | 2021-03-26 | 2021-10-26 | 重庆市规划和自然资源信息中心 | Land supply maturity evaluation optimization method |
EP4398713A1 (en) | 2021-09-08 | 2024-07-17 | Cloud Produce Inc. | Controller-operated vertical farming system using transportable modules |
AU2022373744A1 (en) * | 2021-10-20 | 2024-05-02 | 80 Acres Urban Agriculture Inc. | Automated indoor growing apparatuses and related methods |
IL290012B2 (en) * | 2022-01-20 | 2023-10-01 | Sineterra GmbH | Greenhouse and horticulture system |
TWI832149B (en) * | 2022-01-27 | 2024-02-11 | 京冠科技有限公司 | Automated planting system and method |
US20230267394A1 (en) * | 2022-02-10 | 2023-08-24 | Brightfarms, Inc. | Centralized planning and analytics system for greenhouse growing of hydroponic greens |
WO2023156812A1 (en) * | 2022-02-15 | 2023-08-24 | Pure Impact Fzco | Specialized shelves with vertical layers for vertical farming |
CN114982512B (en) * | 2022-06-01 | 2024-05-24 | 苏州农业职业技术学院 | Facility is planted to urban agriculture leaf dish of community |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2013033394A (en) * | 2011-08-02 | 2013-02-14 | Nikon Corp | Sales processing system, robot, plant-cultivation plant, sales processing method, and program |
CN103034210A (en) * | 2012-12-19 | 2013-04-10 | 江苏农林职业技术学院 | Miniature closed type intelligent adjustment system of plant cultivation environmental factors |
TW201446132A (en) * | 2013-06-07 | 2014-12-16 | Delta Electronics Inc | Plant cultivation system and illuminating method |
US20150189840A1 (en) * | 2012-08-23 | 2015-07-09 | Panasonic Intellectual Property Management Co., Ltd. | Agricultural house |
JP2015213491A (en) * | 2014-05-13 | 2015-12-03 | 富士機械製造株式会社 | Cultivation apparatus and cultivation cells |
US20160165821A1 (en) | 2013-07-01 | 2016-06-16 | Panasonic Intellectual Property Management Co., Ltd. | Plant cultivation device, box, end section unit |
CN205336999U (en) * | 2016-02-03 | 2016-06-29 | 周逸亭 | Intelligence planting device cultivated in a pot |
Family Cites Families (85)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3372018A (en) * | 1966-02-02 | 1968-03-05 | Donald D. Stocker | Method of producing nutrient-containing plant containers |
EP0142643A3 (en) * | 1983-08-27 | 1986-03-05 | Rollax Ingegneria SA | Device for storing, treating and reloading plants |
JPS63126438A (en) | 1986-11-15 | 1988-05-30 | 三菱農機株式会社 | Plant growing method |
JPH01256325A (en) | 1988-04-07 | 1989-10-12 | Kirin Brewery Co Ltd | System for producing plant |
US4937972A (en) * | 1989-03-16 | 1990-07-03 | Freitus Joseph P | Self-contained plant growth system |
EP0425405A3 (en) * | 1989-10-23 | 1992-01-22 | International Business Machines Corporation | An automated customer order promising and confirming method |
DE4004154A1 (en) * | 1990-02-10 | 1991-08-14 | Ernst Dipl Ing Bursig | Greenhouse shelving assembly - has multi storey shelves for pallets of plants with specified vertical spacing |
JPH0465055U (en) * | 1990-10-15 | 1992-06-04 | ||
US5493808A (en) * | 1993-05-25 | 1996-02-27 | Apolan Pty Ltd. | Controlled atmosphere storage chamber |
US6243987B1 (en) * | 1999-09-01 | 2001-06-12 | Organitech Ltd. | Self contained fully automated robotic crop production facility |
EP1325459A4 (en) * | 2000-10-13 | 2010-09-01 | Irm Llc | High throughput processing system and method of using |
US7133070B2 (en) * | 2001-09-20 | 2006-11-07 | Eastman Kodak Company | System and method for deciding when to correct image-specific defects based on camera, scene, display and demographic data |
CA2433229A1 (en) * | 2002-06-25 | 2003-12-25 | Abraham Paulus Houweling | Apparatus and methods for handling and controlling the nurturing of plants |
JP2004329130A (en) * | 2003-05-08 | 2004-11-25 | Daito Kogyo Kk | Plant-culturing system |
US20050076564A1 (en) * | 2003-09-26 | 2005-04-14 | Wayne Castleberry | Agricultural foam growing material |
JP2005151851A (en) | 2003-11-21 | 2005-06-16 | Mayekawa Mfg Co Ltd | Farm-crop demand-and-supply management system, processed food acceptance-and-sending order system, and farming support system |
US7219033B2 (en) * | 2005-02-15 | 2007-05-15 | Magneto Inertial Sensing Technology, Inc. | Single/multiple axes six degrees of freedom (6 DOF) inertial motion capture system with initial orientation determination capability |
JP2006252105A (en) | 2005-03-10 | 2006-09-21 | Yokogawa Electric Corp | Farm product production information management system |
CH697385B1 (en) | 2005-04-27 | 2008-09-15 | Karl Annen | Chicory cone floating and harvesting system, has floating chamber, over pressure chamber including air outlet ports, and multiple box-like floating containers that are transported by hand or transport system |
US7536829B2 (en) * | 2005-10-12 | 2009-05-26 | Nippon Chiko Kabushiki Kaisha | Multipurpose planting base |
US7472513B2 (en) * | 2006-01-12 | 2009-01-06 | Cets, Llc | Controlled environment system and method for rapid propagation of seed potato stocks |
US7497049B2 (en) * | 2006-05-24 | 2009-03-03 | Eugene Amberson | Planting board system |
CN100392204C (en) * | 2006-07-10 | 2008-06-04 | 郭建军 | Multistory building |
US20080065706A1 (en) * | 2006-09-12 | 2008-03-13 | Fisher-Rosemount Systems, Inc. | Process Data Storage For Process Plant Diagnostics Development |
US20080184640A1 (en) * | 2007-02-01 | 2008-08-07 | James Rhodes | Movable building and building foundation |
EP2375883A4 (en) | 2009-01-15 | 2015-04-22 | Heung-Yeul Cho | Fabricated cultivation box and fabricated landscape architecture system |
JP5639072B2 (en) * | 2009-10-19 | 2014-12-10 | 株式会社きゅぶふぁーむ | Energy saving system for raising and lowering plant growing box, energy saving method for raising and lowering plant growing box and household plant growing energy saving device |
US8677600B2 (en) * | 2009-11-19 | 2014-03-25 | General Foam Plastics Corporation | Methods of dispensing and making porous material with growth enhancing element |
CN102665392B (en) * | 2009-12-21 | 2014-07-30 | 弗劳恩霍费尔美国股份有限公司 | Cascading plant growth system and plant growth tray |
CA2914557C (en) * | 2010-03-23 | 2018-09-18 | Myles D. Lewis | Semi-automated crop production system |
US20120054061A1 (en) * | 2010-08-26 | 2012-03-01 | Fok Philip E | Produce production system and process |
CN102035876A (en) * | 2010-10-15 | 2011-04-27 | 江苏鸿信系统集成有限公司 | Remote monitoring and intelligent control system and method of agricultural greenhouse based on M2M framework |
JP5838031B2 (en) * | 2011-01-27 | 2015-12-24 | 株式会社f−プランニング | Plant cultivation apparatus and plant cultivation method |
US20120198766A1 (en) * | 2011-02-03 | 2012-08-09 | Debolt Bruce J | Method for adaptive reuse of historic buildings for high density organic agriculture |
JP2012200222A (en) * | 2011-03-25 | 2012-10-22 | Miyamoto Denki Co Ltd | Vegetable hydroponic system |
JP5734055B2 (en) * | 2011-03-31 | 2015-06-10 | 株式会社椿本チエイン | Plant cultivation equipment |
CA2851129C (en) * | 2011-10-30 | 2017-10-31 | Paskal Technologies Agriculture Cooperative Society Ltd. | Self-learning of plant growth strategy in a greenhouse |
US8676425B2 (en) * | 2011-11-02 | 2014-03-18 | Harvest Automation, Inc. | Methods and systems for maintenance and other processing of container-grown plants using autonomous mobile robots |
KR20130049567A (en) * | 2011-11-04 | 2013-05-14 | 한국전자통신연구원 | Device and method for monitoring/measuring plants |
MX2014009153A (en) | 2012-01-30 | 2015-05-08 | Vertical Designs Ltd | Method and apparatus for automated horticulture and agriculture. |
DK2866551T3 (en) * | 2012-06-29 | 2020-01-20 | Freight Farms Inc | SYSTEM AND PROCEDURE FOR GENERATING HIGH PRODUCT PLANT PRODUCTION IN ANY ENVIRONMENT |
US20140026474A1 (en) * | 2012-07-25 | 2014-01-30 | Charles J. Kulas | Automated grow system |
WO2014066844A2 (en) * | 2012-10-26 | 2014-05-01 | GreenTech Agro LLC | Self-sustaining artificially controllable environment within a storage container or other enclosed space |
JP2014132847A (en) * | 2013-01-09 | 2014-07-24 | Tsubakimoto Chain Co | Plant cultivation device |
HUE044119T2 (en) | 2013-03-14 | 2019-10-28 | Crop One Holdings Inc | Led light timing in a high growth, high density, closed environment system |
KR101426036B1 (en) * | 2013-03-20 | 2014-08-01 | 경남정보대학교 산학협력단 | Smart vegatation cultivating equipment for Home Use |
KR101475891B1 (en) * | 2013-05-31 | 2014-12-23 | 농업회사법인 주식회사 바이오피아 | Hydroponic cultivation of plants Devices |
JP5937231B2 (en) | 2013-09-25 | 2016-06-22 | Mirai株式会社 | Plant cultivation equipment |
US20150149090A1 (en) * | 2013-11-22 | 2015-05-28 | Living Systems, Inc. | Living plant monitoring systems |
GB2516515B8 (en) * | 2013-12-04 | 2016-10-05 | Intelligent Growth Solutions Ltd | Automated arrangement to grow plants under lighting in a vertical tower |
CN103700012A (en) * | 2013-12-17 | 2014-04-02 | 京东方科技集团股份有限公司 | Cabinet-type plant selling method and device |
JP6364787B2 (en) * | 2014-01-24 | 2018-08-01 | 富士通株式会社 | Hydroponics system |
US20180242539A1 (en) * | 2014-03-21 | 2018-08-30 | Deb Ranjan Bhattacharya | An Intelligent Integrated Plant Growth System and a Process of Growing Plant Thereof |
KR20150113457A (en) | 2014-03-28 | 2015-10-08 | 농업회사법인 만나씨이에이 주식회사 | Plant Cultivation Apparatus for Plant Factory with Right Automatic Height Control System |
JP6319796B2 (en) | 2014-05-26 | 2018-05-09 | 株式会社Fuji | Packaging device, transport device, stocker, and breeding packaging transport system |
TWM491329U (en) * | 2014-06-16 | 2014-12-11 | Agricultural Res Inst | 3D shelf type automatic organism cultivation feeding and harvesting operation system |
US9734693B2 (en) * | 2014-07-09 | 2017-08-15 | Mckinley Equipment Corporation | Remote equipment monitoring and notification using a server system |
JP2016029917A (en) | 2014-07-29 | 2016-03-07 | カシオ計算機株式会社 | Cultivation monitoring device, cultivation monitoring method and cultivation monitoring program |
CN204047468U (en) * | 2014-09-04 | 2014-12-31 | 鲁莉 | A kind of agricultural Soilless culture trough |
JP2016059304A (en) * | 2014-09-17 | 2016-04-25 | シャダイ株式会社 | Plant cultivation device |
KR101692486B1 (en) * | 2014-10-16 | 2017-01-03 | 인지전기공업 주식회사 | LED plant factory automation systems |
TWM497914U (en) * | 2014-10-29 | 2015-04-01 | Josephtec Co Ltd | Automatically controlled planting rack |
US9880537B2 (en) * | 2015-08-05 | 2018-01-30 | Clearag, Inc. | Customized land surface modeling for irrigation decision support in a crop and agronomic advisory service in precision agriculture |
CN204595512U (en) * | 2015-03-17 | 2015-08-26 | 淮安信息职业技术学院 | Portable greenhouse environment factor collection and control system |
US20170035002A1 (en) * | 2015-08-09 | 2017-02-09 | Craig Ellins | Apparatus for optimizing and enhancing plant growth, development and performance |
TWM512735U (en) | 2015-09-03 | 2015-11-21 | Hsiau-Wen Lin | System for generating traceability tag of agricultural product |
US10955367B2 (en) * | 2015-09-08 | 2021-03-23 | American Science And Engineering, Inc. | Backscatter imaging for precision agriculture |
US20170332544A1 (en) | 2015-10-05 | 2017-11-23 | iUNU, LLC | Data driven indoor farming optimization |
US11812709B2 (en) * | 2015-12-14 | 2023-11-14 | Skyscraper Farm Llc | Vertical farm |
EP3387894A4 (en) * | 2015-12-16 | 2018-12-12 | Plantio, Inc. | Information processing device, information processing method, and program |
AU2016369655B2 (en) * | 2015-12-18 | 2021-08-05 | Realmfive, Inc. | Autonomous integrated farming system |
CN205830574U (en) * | 2016-04-30 | 2016-12-28 | 桂林明莹生物科技开发有限公司 | A kind of automated three-dimensional Ceng Jia type plant factor |
CN205682098U (en) * | 2016-06-03 | 2016-11-16 | 郑州市蔬菜研究所 | A kind of Household water that is applicable to cultivates the device of Seedling |
CN205813074U (en) * | 2016-06-30 | 2016-12-21 | 常州市风雷精密机械有限公司 | Crops culture plate |
WO2018013161A1 (en) * | 2016-07-14 | 2018-01-18 | Mjnn Llc | Environmentally controlled vertical farming system |
DK3326452T3 (en) * | 2016-11-24 | 2020-09-07 | Heliospectra Ab | CULTIVATION STORAGE SYSTEM |
KR101864353B1 (en) * | 2016-11-28 | 2018-06-29 | 주식회사 태명 | Plant Cultivation Factory System |
US10327399B2 (en) * | 2016-11-29 | 2019-06-25 | Invia Robotics, Inc. | Harvesting robots for hydroponics |
US10225993B2 (en) * | 2016-12-22 | 2019-03-12 | Iron Ox, Inc. | Method for automating transfer of plants within an agricultural facility |
US20220007590A1 (en) * | 2016-12-22 | 2022-01-13 | Iron Ox, Inc. | System and method for automating transfer of plants within an agricultural facility |
EP3568748B1 (en) * | 2017-01-16 | 2023-01-11 | Iron Ox, Inc. | Method for automatically redistributing plants throughout an agricultural facility |
DE102017101885A1 (en) * | 2017-01-31 | 2018-08-02 | Orchideen-Bremkens KG | Method for cultivating plants |
IT201700092004A1 (en) * | 2017-08-08 | 2019-02-08 | Thomas Ambrosi | AUTOMATIC AND MODULAR HYDROPONIC CULTURE MANAGEMENT SYSTEM |
IL260144B2 (en) * | 2018-06-19 | 2023-04-01 | Arkadi Buberman | Automated modular plant growth system |
CA3106094A1 (en) * | 2018-07-18 | 2020-01-23 | Grow Solutions Tech Llc | Robotic applicators in an assembly line grow pod and methods of providing fluids and seeds via robotic applicators |
-
2018
- 2018-01-19 TW TW107102137A patent/TWI778011B/en active
- 2018-01-19 AU AU2018210896A patent/AU2018210896B2/en active Active
- 2018-01-19 KR KR1020197023127A patent/KR20190103323A/en not_active Application Discontinuation
- 2018-01-19 AU AU2018210897A patent/AU2018210897B2/en active Active
- 2018-01-19 CA CA3051076A patent/CA3051076A1/en active Pending
- 2018-01-19 WO PCT/SG2018/050033 patent/WO2018136008A1/en active Search and Examination
- 2018-01-19 TW TW107102136A patent/TW201830181A/en unknown
- 2018-01-19 SG SG11201906379YA patent/SG11201906379YA/en unknown
- 2018-01-19 US US16/478,853 patent/US11622512B2/en active Active
- 2018-01-19 EP EP18742042.7A patent/EP3570659A4/en active Pending
- 2018-01-19 WO PCT/SG2018/050032 patent/WO2018136007A1/en unknown
- 2018-01-19 IL IL268175A patent/IL268175B/en unknown
- 2018-01-19 EP EP18742266.2A patent/EP3570657B1/en active Active
- 2018-01-19 US US16/478,852 patent/US11737399B2/en active Active
- 2018-01-19 KR KR1020197023128A patent/KR102566650B1/en active IP Right Grant
- 2018-01-19 CA CA3051097A patent/CA3051097A1/en active Pending
- 2018-01-19 JP JP2019560628A patent/JP7072904B2/en active Active
- 2018-01-19 JP JP2019560629A patent/JP7370051B2/en active Active
- 2018-01-19 SG SG11201906378UA patent/SG11201906378UA/en unknown
- 2018-01-19 CN CN201880007875.0A patent/CN110290696B/en active Active
- 2018-01-19 CN CN201880007876.5A patent/CN110337239A/en active Pending
-
2019
- 2019-07-19 IL IL268176A patent/IL268176B2/en unknown
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2013033394A (en) * | 2011-08-02 | 2013-02-14 | Nikon Corp | Sales processing system, robot, plant-cultivation plant, sales processing method, and program |
US20150189840A1 (en) * | 2012-08-23 | 2015-07-09 | Panasonic Intellectual Property Management Co., Ltd. | Agricultural house |
CN103034210A (en) * | 2012-12-19 | 2013-04-10 | 江苏农林职业技术学院 | Miniature closed type intelligent adjustment system of plant cultivation environmental factors |
TW201446132A (en) * | 2013-06-07 | 2014-12-16 | Delta Electronics Inc | Plant cultivation system and illuminating method |
US20160165821A1 (en) | 2013-07-01 | 2016-06-16 | Panasonic Intellectual Property Management Co., Ltd. | Plant cultivation device, box, end section unit |
JP2015213491A (en) * | 2014-05-13 | 2015-12-03 | 富士機械製造株式会社 | Cultivation apparatus and cultivation cells |
CN205336999U (en) * | 2016-02-03 | 2016-06-29 | 周逸亭 | Intelligence planting device cultivated in a pot |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109174499A (en) * | 2018-08-30 | 2019-01-11 | 深圳春沐源控股有限公司 | Spray control method and spray control system |
CN109116782A (en) * | 2018-09-05 | 2019-01-01 | 广州达欧技术检测有限公司 | A kind of quality information supervisory systems |
WO2020073123A1 (en) | 2018-10-10 | 2020-04-16 | Advanced Intelligent Systems Inc. | Systems and methods for automated article transportation and management thereof |
US10810687B2 (en) | 2018-10-10 | 2020-10-20 | Advanced Intelligent Systems Inc. | Systems and methods for automated article transportation and management thereof |
US11672209B2 (en) | 2019-05-09 | 2023-06-13 | 80 Acres Urban Agriculture Inc. | Apparatus for high-density indoor farming |
WO2020232151A1 (en) * | 2019-05-13 | 2020-11-19 | 80 Acres Urban Agriculture, Inc. | System and method for controlling indoor farms remotely and user interface for same |
US11638402B2 (en) | 2019-05-13 | 2023-05-02 | 80 Acres Urban Agriculture Inc. | System and method for controlling indoor farms remotely and user interface for same |
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