WO2023164123A1 - Networked food preparation apparatus - Google Patents
Networked food preparation apparatus Download PDFInfo
- Publication number
- WO2023164123A1 WO2023164123A1 PCT/US2023/013804 US2023013804W WO2023164123A1 WO 2023164123 A1 WO2023164123 A1 WO 2023164123A1 US 2023013804 W US2023013804 W US 2023013804W WO 2023164123 A1 WO2023164123 A1 WO 2023164123A1
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- WO
- WIPO (PCT)
- Prior art keywords
- single board
- board computer
- food preparation
- mesh network
- preparation apparatus
- Prior art date
Links
- 235000013305 food Nutrition 0.000 title claims abstract description 83
- 238000002360 preparation method Methods 0.000 title claims abstract description 74
- 238000000034 method Methods 0.000 claims description 12
- 230000003993 interaction Effects 0.000 claims description 2
- 230000008878 coupling Effects 0.000 claims 6
- 238000010168 coupling process Methods 0.000 claims 6
- 238000005859 coupling reaction Methods 0.000 claims 6
- 238000004891 communication Methods 0.000 description 14
- 230000000875 corresponding effect Effects 0.000 description 7
- 230000001276 controlling effect Effects 0.000 description 3
- 238000010411 cooking Methods 0.000 description 3
- 235000013410 fast food Nutrition 0.000 description 3
- 238000010276 construction Methods 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 238000012423 maintenance Methods 0.000 description 2
- 230000006978 adaptation Effects 0.000 description 1
- 230000003750 conditioning effect Effects 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 230000002596 correlated effect Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 230000008520 organization Effects 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/70—Services for machine-to-machine communication [M2M] or machine type communication [MTC]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/12—Hotels or restaurants
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/2803—Home automation networks
- H04L12/2816—Controlling appliance services of a home automation network by calling their functionalities
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/46—Interconnection of networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/80—Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W84/00—Network topologies
- H04W84/18—Self-organising networks, e.g. ad-hoc networks or sensor networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/18—Service support devices; Network management devices
- H04W88/182—Network node acting on behalf of an other network entity, e.g. proxy
-
- H—ELECTRICITY
- H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
- H05B—ELECTRIC HEATING; ELECTRIC LIGHT SOURCES NOT OTHERWISE PROVIDED FOR; CIRCUIT ARRANGEMENTS FOR ELECTRIC LIGHT SOURCES, IN GENERAL
- H05B6/00—Heating by electric, magnetic or electromagnetic fields
- H05B6/64—Heating using microwaves
- H05B6/66—Circuits
- H05B6/668—Microwave heating devices connected to a telecommunication network
Definitions
- the present disclosure generally relates to a networked food preparation apparatus, and more particularly to a food preparation apparatus configured to communicate on a low power wireless mesh (e.g., Bluetooth mesh) network.
- a low power wireless mesh e.g., Bluetooth mesh
- a kitchen network system comprises a plurality of food preparation apparatuses.
- Each of the food preparation apparatuses includes a single board computer communicatively coupled to a wireless mesh network.
- the mesh network has a plurality of nodes, wherein the single board computer is one of the nodes of the mesh network.
- the single board computer comprises a processor, a built-in antenna, and one or more memory devices communicatively coupled to the processor.
- the memory devices store a database containing provisioning and configuration data for at least two of the nodes of the mesh network.
- the memory devices further store processor-executable instructions that, when executed by the processor, transmit and receive data on the mesh network via the antenna.
- the system also includes an input/output (I/O) circuit communicatively coupled to the single board computer via the physical data bus and configured to receive the control signal therefrom.
- the I/O circuit is responsive to the control signal for driving one or more components of the food preparation apparatus to perform the operation.
- a method of managing a plurality of food preparation apparatuses comprises provisioning at least first and second single board computers as nodes on a mesh network.
- a first food preparation apparatus includes the first single board computer and a second food preparation apparatus includes the second single board computer.
- the method also includes storing provisioning and configuration data for each the nodes of the mesh network in a database associated with each of the first and second single board computers.
- the method further includes generating, by the first single board computer, a control signal for controlling an operation of the first food preparation apparatus associated therewith and communicating the control signal from the first single board computer to a corresponding I/O circuit of the first food preparation apparatus.
- the control signal is communicated via a physical data bus according to a message-based protocol, and the I/O circuit of the first food preparation apparatus is responsive to the control signal for driving one or more components of the first food preparation apparatus to perform the operation.
- FIG. 1 is a diagram of a kitchen network of food preparation apparatuses according to an embodiment of the present invention.
- FIGS. 2A and 2B illustrate example food preparation apparatuses for use in the network of FIG. 1.
- FIGS. 3-5 and 6A-6C are diagrams illustrating further aspects of the example food preparation apparatuses of FIG. 2B.
- FIG. 1 illustrates a plurality of food preparation apparatuses 100 embodying aspects of the present invention.
- each food preparation apparatus 100 is configured as a food preparation apparatus for use in a food preparation establishment, such as a restaurant or other commercial kitchen, including a quick service or "fast food” restaurant.
- food preparation apparatus 100 is part of a food preparation establishment network system used for "smart kitchen" purposes, such as forecasting or predicting food that will be ordered in the future, preparing food, monitoring food preparation and food inventory, providing indications and instructions regarding food preparation and food inventory, labor scheduling management, asset tracking, smart appliance communication, sensor network integration, global inventory control, facilitating communications between devices in the network for these and other purposes, and the like.
- Commonly assigned International Application No. PCT/US2021/022925 discloses a networked kitchen system in which aspects of the present disclosure may be used.
- the food preparation apparatus 100 may include various food cooking devices.
- An example of one such cooking device is an oven, and it will be understood that other cooking devices, such as fryers, microwaves, conditioning cabinets (e.g. for dough, etc.), grills, and the like can be used without departing from the scope of the present invention.
- the food preparation apparatuses 100 may also include one or more food holding units adapted for holding food at a suitable temperature (e.g., cool temperature, ambient temperature, and/or warm temperature) such as refrigerated back counters (RBC), tri-channel cold pan counters, steam tables, infrared holding units, heat sink holding units, reach-in under-counter refrigerators or freezers (RUF), hot/cold/freeze or hot/cold/frost units, or other holding units, etc.
- RBC refrigerated back counters
- tri-channel cold pan counters steam tables
- infrared holding units heat sink holding units
- hot/cold/freeze or hot/cold/frost units or other holding units, etc.
- the food preparation apparatus 100 may also include various other food handling apparatuses such as food washers, sanitizers, processors, pans equipped with position sensors, etc.
- the apparatus 100 in the illustrated embodiment includes a single board computer 102, a touchscreen controller (not shown), and an I/O circuit 106.
- the single board computer 102 includes a processor, a memory, and a data bus interface;
- the touchscreen controller includes a processor, a flash data memory (RAM), a data bus interface, and an electronically erasable programmable read-only memory (EEPROM);
- the I/O circuit 106 includes a processor, a flash data memory, and a data bus interface.
- the single board computer 102, touchscreen controller, and I/O circuit 106 are communicatively coupled to each other through a physical data bus 108 via their respective data bus interfaces.
- single board computer 102 is configured to execute the operations of the touchscreen controller.
- single board computer 102, touchscreen controller, and/or I/O circuit 106 could be embodied on the same printed circuit board, in which case a physical data bus may not be used for communication between the components.
- the single board computer 102 may be referred to as an embedded computing device, an embedded computer, an embedded control device, and/or an embedded controller in accordance with one or more aspects of the disclosure.
- the I/O circuit 106 is configured to control various loads (e.g., heaters, valves, fans, etc.) in apparatus 100 based on commands from single board computer 102.
- I/O circuit 106 (referred to as IOA in FIG. 1) includes power, relays, switch inputs, a resistance temperature detector (RTD), or the like.
- the I/O circuit 106 is configurable with four DIP switches or jumpers, for example, to accommodate 16 different outputs.
- the physical data bus 108 is configured to facilitate the exchange of data among the control components of apparatus 100, such as single board computer 102 and I/O circuit 106.
- the single board computer 102 and I/O circuit 106 are configured to publish messages (e.g., data) to the physical data bus 108 and subscribe to messages on the physical data bus 108.
- single board computer 102 and I/O circuit 106 are configured to communicate via a publish/subscribe ("pub/sub") protocol.
- physical data bus 108 is a Controller Area Network (CAN) bus.
- CAN Controller Area Network
- FIG. 1 further illustrates one embodiment of a network system embodying aspects of the present invention that includes the food preparation apparatus 100, a router 112, and a local computer 114 communicatively coupled via a communications network 116.
- the local computer 114 is a smartphone but could be embodied by a variety of computing devices.
- the communications network 116 comprises at least in part a kitchen network.
- the communications network 116 comprises at least in part a food preparation establishment network system used for "smart kitchen" purposes.
- the communications network 116 comprises a mesh network on which one or more food preparation apparatus 100, router 112, and local computer 114 are nodes.
- infrastructure nodes e.g., bridges, switches, and other infrastructure devices
- food preparation apparatus 100, router 112, and local computer 114 may all be physically located within the same food preparation establishment 118, such as a restaurant or other commercial kitchen, including a quick service or "fast food” restaurant.
- a plurality of food preparation apparatuses 100 is communicatively coupled to the router 112 and/or local computer 114 via mesh network 116.
- the router 112 is configured to communicatively couple food preparation apparatus 100 and local computer 114 on mesh network 116 to an external communications network such as the internet.
- the single board computer 102 of one or more of the apparatuses 100 is configured for low energy communications in accordance with, for example, the Bluetooth Low Energy (BLE) standard and mesh network 116 comprises a Bluetooth mesh network.
- BLE Bluetooth Low Energy
- mesh network 116 comprises a Bluetooth mesh network.
- single board computer 102 (referred to as IOCG in FIG. 1) has built-in Bluetooth and Wi-Fi capabilities.
- the single board computer 102 can function as a gateway thus eliminating the need for a separate Zigbee or similar gateway.
- the single board computer 102 in this embodiment can be a node on mesh network 116 and/or a wireless gateway.
- the single board computers 102 of food preparation apparatuses 100 are configurable to receive firmware updates via mesh network 116.
- the local computer 114 is configurable to operate as a "master control" computer on the Bluetooth mesh network 116 for changing settings on devices, set auto schedules, update firmware, etc.
- the local computer 114 can be used to make updates to software, firmware, and/or operational settings of some or all of the apparatuses 100 in bulk (e.g., pushing updates/changes to all of the apparatuses in a group instead of updating each individual apparatus in separate processes).
- the local computer 114 can pair with all of the nodes in a "one-to-many" arrangement which has efficiency and other advantages over a "one-to-one” pairing arrangement.
- each apparatus 100 is configurable such that it has its own CAN bus network.
- I/O circuits 106 output messages to physical data bus 108, which is a CAN bus.
- the mesh network i.e., communications network 116) connects to CAN bus networks within the store 118.
- a smartphone i.e., local computer 114
- Connecting to the mesh network 116 enables connection to the CAN communications in apparatuses 100 as well as connection to a cloud-based to Internet of Things (loT) platform, such as the Sous chefs Cloud, which handles recipe management, operation management, equipment/asset management, etc.
- Sous Chef Cloud Internet of Things
- single board computer 102 functions to merge or bridge CAN bus and wireless networks.
- a user can pull diagnostics and/or maintenance information from every node on mesh network 116 via a mobile app executing on the smartphone.
- local computer 114 need not be coupled directly to the mesh network 116, which prevents the risk of an outside maintenance person accessing the restaurant's internal network.
- a Bluetooth mesh network requires multiple layers of encryption.
- the manufacturer ships a network key stored in single board computer 102 and maintains a master key.
- a mobile phone app stores a network key, which it receives from the manufacturer for authentication. The app mates with the food preparation apparatus 100 that was shipped with the same key to connect to the network 116.
- Encryption/authentication can be extended to third party devices from different vendors by having these devices on the master key and then having a second layer key specific to the first party manufacturer. Multiple vendors could communicate via the same Bluetooth mesh network, all encrypted/isolated in Bluetooth from each other or could share authentication keys (different levels to permit sharing).
- FIG. 2A illustrates a kitchen network system in the form of a counter control system embodying aspects of the present disclosure.
- the system includes a plurality of networked counters 200, each embodying a food preparation apparatus 100.
- FIG. 2B illustrates the components of one of the counters 200 in greater detail.
- each networked counter 200 includes a plurality of single board computers 102 (referred to as loT displays 202 in FIG. 2B).
- Each of the loT displays 202 in the embodiment of FIGS. 2A-2B includes an antenna (e.g., a multi-directional radiating element) and is configured to serve as a node on mesh network 116.
- an antenna e.g., a multi-directional radiating element
- each loT display 202 is coupled to, or paired with, a corresponding I/O circuit 106 via the physical data bus 108.
- each I/O circuit 106 is embodied by an IO control board 206 and the physical bus 108 is embodied by a CAN bus 208.
- Each loT display 202 has a unique address on the CAN bus 208, a unique media access control (MAC) address on the mesh network 116, and a unique serial number address.
- MAC media access control
- the loT displays 202 each include a database 220 storing information about the mesh network 116 in each node as well as information related to the paired IO control boards 206.
- the database 220 stores calibration offsets, serial number information, configuration data, physical addresses on CAN bus 208, and the like.
- the databases 220 of loT displays 202 each store control serial number configuration data for their sibling loT displays so that each pair can be replicated on the mesh network 116.
- each database 220 stores provisioning data for its corresponding node as well as the other nodes, provisioning of mesh network 116 is more easily accomplished.
- the IO control boards 206 each control one or more components of counter 200 (e.g., lights, pumps, temperature).
- FIG. 2B shows each IO control board 206 coupled to a sensor 222 and an electrical load 224.
- the counter control system of FIGS. 2A-2B improves overall security.
- each of the loT displays 202 has a touchscreen coupled to it that is configured for interaction with a user to permit direct user control of the one or more components of counter 200.
- the touchscreen may be used for inputting a personal identification (PIN) code or the like to lock or unlock the paired IO control board 206.
- PIN personal identification
- the counter control system of FIG. 2B experiences a failed node.
- the distributed system detects this state and allows for a sibling loT display 202 (indicated at "loT Display #4" in FIG. 3) to stand in as a controller thus providing redundant control of the IO control board 206 previously associated with the failed node.
- the loT displays 202 collect status information regarding their paired 10 control boards 206 via CAN bus 208 and provide the status information to each other using, for example, a Raft consensus algorithm. As shown in the example of FIG.
- loT Display #2 is no longer on mesh network 116 and no longer communicates with its corresponding 10 control board 206. Instead, the loT Display #4 detects that its sibling loT Display #2 is missing and sends/receives data and commands via CAN bus 208 to provide for seamless control of the respective 10 control board 206 previously paired with loT Display #2.
- a user designates which loT display 202 stands in for the failed controller and stores this information in database 220. According to aspects of the present disclosure, the stand-in loT display 202 replaces control rather than merely re-routing communications to avoid a failed node.
- the counter control system of FIG. 2B again experiences a failed node (indicated at "loT Display #2" in FIG. 4).
- a sibling loT display 202 (indicated at "loT Display #1" in FIG. 4) stands in as a controller.
- the local computer 114 such as a smartphone executing a mobile application, sends commands to the 10 control board 206 corresponding to the failed loT display 202 via the "closest" node in the mesh network 116 that is also connected on CAN bus 208.
- local computer 114 connects to the mesh network 116 as a BLE proxy node and the closest node is loT Display #1.
- the mobile application acts as a control element paired with the closest loT display 202 (i.e., loT Display #1).
- the mobile application executing on local computer 114 sends commands to and receives data from the respective 10 control board 206 previously paired with loT Display #2 via another one of the loT displays 202, namely, loT Display #1.
- FIG. 5 aspects of the present disclosure facilitate replacement of damaged loT displays 202.
- the remaining loT displays 202 coupled to CAN bus 208 are configured to detect the new "bare" board.
- FIG. 5 illustrates an embodiment in which loT Display #7 has been replaced and, thus, is a bare board.
- the new loT Display #7 is not yet configured to connect to mesh network 116 but it is recognized as a legitimate replacement because it is physically connected to CAN bus 208.
- One of the loT displays 202 (indicated at "loT Display #6" in FIG.
- loT Display #6 detects the new board and provides a set of steps for configuring the bare board.
- loT Display #6 provides a set of steps to replace the BLE mesh secrets that the replaced loT Display #7 previously used for connecting to mesh network 116.
- loT Display #6 stores the necessary encryption keys in a flash memory and reprograms the new loT Display #7 with the necessary security keys to communicate on mesh network 116.
- loT Display #6 trains the replacement loT Display #7 based on the control serial number configurations from the sibling databases 220.
- FIGS. 6A-6C illustrate an embodiment of the counter control system of FIG. 2B in which loT displays 202 of counters 200 are connected to not only mesh network 116 but also to a remote network 602 via router 112.
- the loT displays 202 each have concurrent BLE mesh and WiFi capabilities and are configured to keep track of all WiFi service set identifier (SSID) names and correlated RF signal strength to these stations.
- the loT displays 202 share their WiFi signal strength information with each other so as to determine a collective "leader" gateway to elect as the shared WiFi client for the mesh network 116. In this manner, the elected leader serves as a gateway even though the counter control system is gateway-less. If the elected "leader" (e.g., loT Display #1 in FIGS.
- FIG. 6C illustrates examples of relative signal strength at the various nodes of mesh 116.
- the effect of this system is that an IT network would only ever have one device on the WiFi network.
- Embodiments of the present disclosure may comprise a special purpose computer including a variety of computer hardware, as described in greater detail herein.
- programs and other executable program components may be shown as discrete blocks. It is recognized, however, that such programs and components reside at various times in different storage components of a computing device, and are executed by a data processor(s) of the device.
- Examples of computing systems, environments, and/or configurations that may be suitable for use with aspects of the invention include, but are not limited to, personal computers, server computers, hand-held or laptop devices, multiprocessor systems, microprocessor-based systems, set top boxes, programmable consumer electronics, mobile telephones, network PCs, minicomputers, mainframe computers, distributed computing environments that include any of the above systems or devices, and the like.
- Embodiments of the aspects of the present disclosure may be described in the general context of data and/or processor-executable instructions, such as program modules, stored one or more tangible, non-transitory storage media and executed by one or more processors or other devices.
- program modules include, but are not limited to, routines, programs, objects, components, and data structures that perform particular tasks or implement particular abstract data types.
- aspects of the present disclosure may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote storage media including memory storage devices.
- processors, computers and/or servers may execute the processor-executable instructions (e.g., software, firmware, and/or hardware) such as those illustrated herein to implement aspects of the invention.
- Embodiments may be implemented with processor-executable instructions.
- processor-executable instructions may be organized into one or more processor-executable components or modules on a tangible processor readable storage medium. Also, embodiments may be implemented with any number and organization of such components or modules. For example, aspects of the present disclosure are not limited to the specific processor-executable instructions or the specific components or modules illustrated in the figures and described herein. Other embodiments may include different processor-executable instructions or components having more or less functionality than illustrated and described herein.
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Abstract
Description
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Priority Applications (1)
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KR1020247031747A KR20240155289A (en) | 2022-02-24 | 2023-02-24 | Networked food preparation devices |
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US202263313370P | 2022-02-24 | 2022-02-24 | |
US63/313,370 | 2022-02-24 |
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WO2023164123A1 true WO2023164123A1 (en) | 2023-08-31 |
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PCT/US2023/013804 WO2023164123A1 (en) | 2022-02-24 | 2023-02-24 | Networked food preparation apparatus |
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WO (1) | WO2023164123A1 (en) |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20190339686A1 (en) * | 2016-05-09 | 2019-11-07 | Strong Force Iot Portfolio 2016, Llc | Methods and systems for data collection, learning, and streaming of machine signals for analytics and maintenance using the industrial internet of things |
US20200349795A1 (en) * | 2017-11-17 | 2020-11-05 | Duke Manufacturing Co. | Food preparation apparatus having a virtual data bus |
US10951435B2 (en) * | 2018-09-27 | 2021-03-16 | Amber Solutions, Inc. | Methods and apparatus for determining preferences and events and generating associated outreach therefrom |
WO2021188775A1 (en) * | 2020-03-18 | 2021-09-23 | Duke Manufacturing Co. | Networked food preparation apparatus |
-
2023
- 2023-02-24 WO PCT/US2023/013804 patent/WO2023164123A1/en active Application Filing
- 2023-02-24 KR KR1020247031747A patent/KR20240155289A/en unknown
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
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US20190339686A1 (en) * | 2016-05-09 | 2019-11-07 | Strong Force Iot Portfolio 2016, Llc | Methods and systems for data collection, learning, and streaming of machine signals for analytics and maintenance using the industrial internet of things |
US20200349795A1 (en) * | 2017-11-17 | 2020-11-05 | Duke Manufacturing Co. | Food preparation apparatus having a virtual data bus |
US10951435B2 (en) * | 2018-09-27 | 2021-03-16 | Amber Solutions, Inc. | Methods and apparatus for determining preferences and events and generating associated outreach therefrom |
WO2021188775A1 (en) * | 2020-03-18 | 2021-09-23 | Duke Manufacturing Co. | Networked food preparation apparatus |
Non-Patent Citations (1)
Title |
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SANDEEP MANASA; NANDINI C.: "Implementation of Iot Based Smart Cooking Environment", 2019 1ST INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES IN INTELLIGENT CONTROL, ENVIRONMENT, COMPUTING & COMMUNICATION ENGINEERING (ICATIECE), IEEE, 19 March 2019 (2019-03-19), pages 192 - 195, XP033754282, DOI: 10.1109/ICATIECE45860.2019.9063796 * |
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