Device, algorithm and cloud-based system for building maintenance management
12498716 ยท 2025-12-16
Assignee
Inventors
- Avraham Anais (Tel-Aviv Yaffo, IL)
- Ran Sinai (Geva Carmel, IL)
- Evgeni KITZ (Haifa, IL)
- Boaz AVNI (Atlit, IL)
Cpc classification
International classification
G05D1/00
PHYSICS
Abstract
A device for placing at the entrance to a maintenance space, comprises a counter to count a number of persons passing the entrance, a touchscreen to obtain structured data about the maintenance space, and a transmitter, associated with the counter and with the touchscreen, for transmitting counting results and structured data to a remote location. A cloud based maintenance regulation system based on the above device is also disclosed.
Claims
1. A device for placing at the entrance to a maintenance space, the device comprising: a counter configured to count a number of persons passing the entrance; a touchscreen configurable for obtaining structured data about said maintenance space, wherein said touchscreen has a first touchscreen configuration for obtaining maintenance reports from maintenance staff and a second touchscreen configuration, different from said first configuration, for obtaining reactions and requests from the general public, wherein at least one of said first and said second touchscreen configurations comprises at least one additional touchscreen configuration, said additional touchscreen configuration being reachable by selection of an option on said at least one of said first and second touchscreen configurations, and wherein said touchscreen is configured with configurable soft buttons and is configured to distinguish between short and long presses on said buttons, and wherein said short presses are for operation within ones of said touchscreen configurations and said long presses are for reaching other ones of said touchscreen configurations; and a transmitter, associated with said counter and with said touchscreen, for transmitting counting results and said structured data to a remote location.
2. The device of claim 1, configured to interact via a telephone application.
3. The device of claim 1, wherein said touchscreen has a switch configuration for selecting between said first configuration and said second configuration.
4. The device of claim 1, configured with a threshold number, wherein a request for a cleaner or cleaning team or maintenance team or cleaning robot is issued via said transmitter when said counter exceeds said threshold number.
5. The device of claim 1, configured to identify maintenance staff via an RFID tag, for obtaining said maintenance reports.
6. The device of claim 1, comprising a battery power source.
7. The device of claim 1, wherein said transmitter is configured with a network protocol for a radio-based network.
8. A device for placing at the entrance to a maintenance space, the device comprising: a counter configured to count a number of persons passing the entrance; a touchscreen configurable for obtaining structured data about said maintenance space, wherein said touchscreen has a first touchscreen configuration for obtaining maintenance reports from maintenance staff and a second touchscreen configuration, different from said first configuration, for obtaining reactions and requests from the general public, wherein at least one of said first and said second touchscreen configurations comprises at least one additional touchscreen configuration, said additional touchscreen configuration being reachable by a switch configuration, the switch configuration being for selecting between said first configuration and said second configuration, and wherein said short presses are for operation within ones of said touchscreen configurations and said long presses are for reaching other ones of said touchscreen configurations; and a transmitter, associated with said counter and with said touchscreen, for transmitting counting results and said structured data to a remote location.
9. A cloud-based system for building maintenance comprising: a plurality of devices located at entrances to spaces of said building requiring maintenance, the devices respectively comprising counters for counting persons crossing said respective entrances, touchscreens for obtaining structured data regarding said spaces, wherein said touchscreens respectively have a first touchscreen configuration for obtaining maintenance reports from maintenance staff and a second touchscreen configuration for obtaining reactions and requests from the general public, and transmitters for relaying count information and structured data information wirelessly to the cloud, wherein at least one of said first and said second touchscreen configurations comprises at least one additional touchscreen configuration, said additional touchscreen configuration being reachable by selection of an option on said at least one of said first and second touchscreen configurations, and wherein said touchscreen is further configured with configurable soft buttons and is configured to distinguish between short and long presses on said buttons, and wherein said short presses are for operation within ones of said touchscreen configurations and said long presses are for reaching other ones of said touchscreen configurations; and a remote location based in the cloud configured to obtain information from said plurality of devices and schedule maintenance operations at said spaces.
10. The cloud-based system of claim 9, further comprising terminal applications networked via said remote location, said terminal applications configured to work on mobile communication devices and configured to obtain directions regarding maintenance operations.
11. The cloud-based system of claim 9, further comprising a control station in communication with said remote location, the control station configured to obtain said count information and said structured data from the cloud.
12. The cloud-based system of claim 9, wherein said touchscreen has a third, switch, configuration for selecting between said first configuration and said second configuration.
13. The cloud-based system of claim 9, configured with a threshold number, wherein a request for a cleaner or a cleaning team or a maintenance team or a cleaning robot is issued via said transmitter when said counter exceeds said threshold number.
14. The cloud-based system of claim 9, configured to determine from any of a call and a sensor detection an incident start time, and further to determine an incident end time, and further configured to determine a number of persons exposed to said incident from a number of persons detected by a respective counter as entering between said incident start time and said incident end time.
15. The cloud-based system of claim 9, wherein said devices at entrances comprise a battery power source.
16. The cloud-based system of claim 9, configured to communicate using a network protocol for a radio-based network.
17. The cloud-based system of claim 9, configured to operate robots based on one member of the group consisting of respective user action requests and sensor activation and activation due to a counter reaching a threshold number.
18. The cloud-based system of claim 9, configured to calculate a cleaning effectiveness score for respective ones of said spaces requiring maintenance.
19. The cloud-based system of claim 9, further comprising sensor devices for monitoring levels of consumables, the system being configured to issue a call to prevent a level of a consumable fall below a given threshold.
20. The cloud-based system of claim 19, further configured to place an order for new stock of a consumable.
21. The cloud-based system of claim 19, whercin a timing of said call issuance is based on an average time to answer a call, such that the time the call is made, added to the average time to answer the call, adds up to a time at which the level of the consumable is estimated to fall to said threshold level.
Description
BRIEF DESCRIPTION OF THE SEVERAL VIEWS OF THE DRAWING(S)
(1) Some embodiments of the invention are herein described, by way of example only, with reference to the accompanying drawings. With specific reference now to the drawings in detail, it is stressed that the particulars shown are by way of example and for purposes of illustrative discussion of embodiments of the invention. In this regard, the description taken with the drawings makes apparent to those skilled in the art how embodiments of the invention may be practiced.
(2) In the drawings:
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DESCRIPTION OF SPECIFIC EMBODIMENTS OF THE INVENTION
(11) The present invention, in some embodiments thereof, relates to a device, algorithm and cloud-based system for management of building maintenance, including smartphone-based terminal applications.
(12) Applicant's earlier but as yet unpublished provisional U.S. Patent Application No. 63/077,374, filed Sep. 11, 2020 discloses sensors placed around the washroom that detect the level of cleanliness.
(13) The present embodiments may provide a device for placing at the entrance to a maintenance space, comprises a counter to count a number of persons passing the entrance, a touchscreen to obtain structured data about the maintenance space; and a transmitter, associated with the counter and with the touchscreen, for transmitting counting results and structured data to a remote location.
(14) A cloud based maintenance regulation system based on the above device is also disclosed. The system may collect and processes data/information in public service rooms/areas. The system may generate a call to action in real time to a problem and prevent malfunctions, thus supporting cleaning and maintenance staff or cleaning robots, and may provide an up-to-date snapshot of control, and may further provide improvement for the management level.
(15) Support, control and keeping an up-to-date record may be done with sensors and reporting of the cleaning and maintenance situation in a specific room/area, including the activity of the cleaning and maintenance staff at the given location.
(16) Systems according to the present embodiments may learn and thus anticipate the appearance of future patterns of cleaning and maintenance events, and allows streamlining and managing the team accordingly.
(17) Control and improvement are made possible by an algorithm that may provide an index which appears as a score reflecting a real state of the level of cleanliness of the space in question and maintenance thereof.
(18) The index may be adjusted according to possible structural segmentations of the building being serviced, such as high-tech laboratories and research facilities, factories, hospitals, shopping malls/shopping centers, residences etc., each of which has different maintenance requirements. Due to the different requirements of different types of premises, and also because different examples of the same type of premises may have different staffing or usage levels, and different usage patterns, machine learning may be carried out individually for specific systems, rather than using some generalized artificial intelligence for all systems.
(19) The present embodiments may include an app that is provided to the mobile telephones of supervisors, cleaners and maintenance personnel and anyone else involved and the app may provide notifications of requirements via icon, by messaging, and also by voice in the language set up on the telephone to state where and what the problems or situations are. It is noted that in many countries, particularly countries which have guest workers or immigrant communities, the language used by cleaning staff may differ from the language in general use, and the telephone app may use the language settings on the phone to bridge the language gap.
(20) Before explaining at least one embodiment of the invention in detail, it is to be understood that the invention is not necessarily limited in its application to the details of construction and the arrangement of the components and/or methods set forth in the following description and/or illustrated in the drawings and/or the Examples. The invention is capable of other embodiments or of being practiced or carried out in various ways.
(21) Referring now to the drawings,
(22) The device may include a touchscreen 14. The touchscreen may produce an interactive display to obtain information from users about the maintenance space. The information may be obtained in a structured manner, such as asking for the user to assign a number of stars or a score to the cleanliness and state of maintenance. The feedback may include a box to add specific comments, and the touchscreen may also allow maintenance crews to report that they have completed a maintenance procedure. The screen may recognize different types of touches such as short and long touches. Thus maintenance crews may be able to use long touches to obtain menus or screens that the general public do not see. Hence the touch screen may have different configurations or displays under different circumstances and a way of switching between them, with the long touch providing a way of preventing members of the public from using the screens for the maintenance crews. Thus the screen may include configurable soft buttons and may distinguish between short and long presses on the buttons. The display may change depending on the user feedback. Thus if a user indicates that a specific issue needs to be raised, then a screen appropriate to that issue may be displayed.
(23) In general the configuration for the general public may be shown. Alternatively, to save energy, the screen may be blank except when proximity of a user is detected. Other methods of saving energy may be considered.
(24) The device may further include a transmitter 16, which is connected through the device 10 to transmit data obtained from the counter or via the touchscreen to a remote location.
(25) The device may be programmed with a threshold number, wherein a request for a maintenance team is issued via the transmitter when the counter exceeds the threshold number. Alternatively the threshold number may be held at the remote location, the device simply sending the count details, and the remote location carrying out the comparison with the threshold number and generating the maintenance call.
(26) The device may include a battery power source 18. Often maintenance space entrances may lack mains power, or if power is available, it may be desirable to continue operation even when power is cut. Hence a battery power source is available. If mains power is available then the battery is simply a back-up power source and may be recharged from the mains. As will be discussed below, additional sensors for sensing the states of consumables, such as paper towels, soap and toilet paper may be part of the system. These tend to have their positions dictated by the dispensers that they work with and electrical power, even if available, may not be available at the dispenser location.
(27) If the battery power source is the main source of energy then various strategies to minimize power use may be utilized, such as switching off the screen when no-one is close by, or doing all the calculation at a remote location. In an embodiment the screen and most of the rest of the systems may be normally off, although the counter may continue to operate and may be switched on by button press. As the device is switched on, it sends any data that has accumulated and attends to the requirements of the button press. In this embodiment, the device may also be switched on after a preset interval. Again any data that has accumulated, say particularly from the counter, may be sent. Thus the device switches on by button press and also switches on whenever a preset interval has passed without anything happening, so that counter information may get to where it is needed reasonably promptly.
(28) The transmitter may be set up to transmit according to a network protocol. The network protocols may include TCP/IP and may include Ethernet where such a network is available. The protocols may further include Bluetooth, or WiFi or LoRa or any other protocol for a radio-based network, depending on what connections are available.
(29) Reference is now made to
(30) The same cloud-based resource may support another location 28 having multiple maintenance spaces 30.1 . . . 30m which may be provided as before with devices according to
(31) Thus at each location or building, devices are located at entrances to spaces requiring maintenance. The devices include counters for counting persons crossing the entrances to the spaces, touchscreens for obtaining structured feedback regarding the spaces and the maintenance state thereof, and transmitters that relay both count information and structured feedback information wirelessly to the cloud. The cloud based resource may control maintenance of the spaces, based on the count information and structured feedback information as received in the cloud and may direct maintenance operations to the spaces in accordance therewith.
(32) The cloud-based system may further include end user terminal applications that are networked with the cloud. The terminal application may be provided on mobile phones 32 of the maintenance crews. Herein the term maintenance crew is used generally to refer to any personnel involved in maintenance of the space, and this may include cleaners, electricians, plumbers etc., so that all kinds of maintenance incidents may be managed according to the present embodiments.
(33) The cloud based system may further include a control station 34 for a supervisor, which may be implemented on a mobile phone or any other computing device. The telephone and associated app may be used to direct the crews as needed to spaces requiring maintenance or to locate the crews. The terminals may also allow the crews to report via the telephone app that the incident has been attended to, as an alternative to using the touch screens. The option to disable reporting via the telephone app may also be available where the operator feels that the touch screen provides better proof that the cleaning staff have in fact attended the incident.
(34) The telephone app may provide notifications of requirements via icon, by messaging, and also by voice in the language set up on the telephone to state where and what the problems or situations are. It is noted that in many countries, particularly countries which have guest workers or immigrant communities, the language used by cleaning staff may differ from the language in general use, and the telephone app may use the language settings on the phone to bridge the language gap.
(35) The control station 34 may allow the supervisor to get in contact with the maintenance crews, to receive updates as to spaces that need maintenance, to see feedback from the devices and to keep in overall track of what is happening. In general the maintenance crews are sent automatically to carry out routine maintenance so the control station is not required to actually control the maintenance crews.
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(38) In an embodiment, during the time between making a complaint and closing a request, the number of entries of users to the space continues to be gathered. The number of users exposed to the problem may thus be obtained, and may provide a significant reporting parameter.
(39) Reference is now made to
(40) Reference is now made to
(41) Liquid level sensor 62 may detect the level of liquid or gel in a soap or disinfectant dispenser, and likewise an alert may be sent to the appropriate personnel as levels run low.
(42) Double toilet paper sensor 64 may be attached to a toilet paper dispenser, again with the aim of giving advance warning of paper running out. The sensor is suitable for dispensers that have a main and a reserve roll, hence the use of the term double.
(43) Data from the above sensors may be used to analyze usage patterns of soap, paper towels, toilet paper etc., hereinafter consumables, as over the course of time, such consumables may be big budget items. The usage analysis may allow the system to indicate that new stock needs to be ordered, or may even order the stock itself automatically.
(44) Sensors 66 and 68 are both sensors that may be placed at the entrance to the space to count the numbers of entries and exits. Both use laser technologies to gauge changes in distance. The larger sensor 68 includes a Bluetooth unit that communicates via Bluetooth with the other sensors in the space, and may also include a beacon for detecting workers' identity tags. More generally, the sensors may use any of WiFi, Bluetooth and LoRa as appropriate, and may be battery powered particularly when mains power is not be available at the exact location. Bathrooms being locations where water is present and thus the provision of extra wiring to power sensors may not always be an available or safe option.
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(46) The cloud-based system may include learning technology. Thus it may become apparent that certain spaces start getting complaints after a smaller number of visits than others. The system may thus change the threshold for calling for maintenance for that given space.
(47) Reference herein to cleaning and maintenance teams may include references to cleaning and other robots. Cleaning robots are currently widely used for washing floors and may be called and interacted with using the present embodiments. Indeed operation of the touch screen may interact directly with such robots, and likewise the sensors may interact with the robot. Thus, in one example, if a user complains of a smell, the system may directly engage operation of a fragrance dispenser. In another example, the counter reaching a threshold number of users may cause an activation command to a cleaning robot.
(48) Reference is now made to
(49) A reliable and agreed on score may be helpful and avoiding disagreement between the customer and the cleaning supplier and I or the maintenance of the cleanliness status in the building.
(50) To date it is common that the customer is not satisfied with the cleanliness and the supplier claims that it is clean. The main problem is that there is no agreed measurement of what is clean or a way of determining objectively whether premises are being maintained satisfactorily, and currently, the main method in use is that of satisfaction surveys allowing the customer to choose between various options or ranges based on their subjective impressions.
(51) Using the present embodiments, however, information may be collected by IOT sensors from the selected area, and analyzed by the software as will be described in greater detail below to obtain an objective score for cleanliness and maintenance status in the field.
(52) The embodiment may collect real-time data during the course of the day from the agreed areas and produce a score for cleanliness and or maintenance that reflects the situation of a specific location in the building at any given time. The score may be a percentage, ranging from 0 to 100%.
(53) The grades are made up of separate scores from specific areas that may be determined by agreement between the customer and the supplier.
(54) The customer and supplier may both be sent the basic data and may agree on the grading criteria. In the present embodiments, information gathered by sensors, say measuring smell, may be combined with reactions from users and with response times and further with how well the cleaning visits fit with a preset plan. The combined information may produce an overall score.
(55) As shown in
(56) The score may include inputs from user interactions with the touch panel, as discussed. A total number of users may be obtained from the people counter sensors. Other sensors may indicate the consumption state of soap, toilet paper, hand towels, and the state of the trash bin.
(57) As discussed, an input for the score may entail calculating the ratio between the number of users and number of complainants+arrival time to close the complaint (SLA).
(58) A further input may be obtained from a comparison between the number of cleaning or maintenance visits agreed upon versus actual visits.
(59) In use, a person enters to the restroom and sees a cleaning problem such as a wet floor, and the person may press on the Touch panel on the appropriate icon. The panel may send a message to the mobile phones of the supervisor and cleaner team responsible, and the cleaner may come to the particular restroom to clean up the wet floor.
(60) After cleaning the floor, the cleaner may press on the appropriate icon to close the complaint.
(61) In reaction to the above sequence of events, The system may calculate the time that elapses from the moment the person presses on the complaint till the cleaner cleans the floor and closes the complaint, and this is hereinafter the SLA TIME. The system may further be able to determine how many entries there were during the interval between the complaint and between the close. Thus an assessment can be made of the number of users who were exposed to the dirty floor.
(62) The system may further calculate the number of people entering over the course of the day and may divide it by the number of the complaints. A high grade indicates many users and few complaints.
(63) If the arrangement is for eight cleaning visits over the course of the day, but in practice the cleaner only turns up four times to clean the restroom a grade of 50% may be applied to the appropriate part of the score.
(64) The system may aggregate the various stages to obtain an overall score for the given restroom.
(65) Automatic calls may be generated, for example when sensors indicate that consumables, toilet paper, soap, towels, need to be replenished, or that the restroom has been used by a threshold number of people since the last cleaning. The call may be timed so that the cleaner, based on average SLA time, arrives when the level of the consumable reaches 5% or some similarly chosen threshold level. Likewise, when the trash bin is full then a call may be sent to the cleaner.
(66) All of the above data may be sent to a calculation system which may be located in the cloud and may include an AI system and the calculation system may then work out the grades.
(67) The embodiments may thus provide an algorithm for calculating a score that reflects the cleanliness and/or maintenance state of areas and public buildings in a reliable and objective way, which allows control and supervision. Thus, in the present embodiments, there is information collected by IOT sensors from the selected areas, and from users interacting via the touch panel, and the data may be analyzed to give a score for the actual cleanliness and maintenance status in the field.
(68) It is expected that during the life of a patent maturing from this application many relevant network and touchscreen technologies will be developed and the scopes of these and corresponding terms are intended to include all such new technologies a priori.
(69) The terms comprises, comprising, includes, including, having and their conjugates mean including but not limited to.
(70) As used herein, the singular form a, an and the include plural references unless the context clearly dictates otherwise.
(71) It is appreciated that certain features of the invention, which are, for clarity, described in the context of separate embodiments, may also be provided in combination in a single embodiment and the present description is to be construed as if such embodiments are explicitly set forth herein. Conversely, various features of the invention, which are, for brevity, described in the context of a single embodiment, may also be provided separately or in any suitable subcombination or may be suitable as a modification for any other described embodiment of the invention and the present description is to be construed as if such separate embodiments, subcombinations and modified embodiments are explicitly set forth herein. Certain features described in the context of various embodiments are not to be considered essential features of those embodiments, unless the embodiment is inoperative without those elements.
(72) Although the invention has been described in conjunction with specific embodiments thereof, it is evident that many alternatives, modifications and variations will be apparent to those skilled in the art. Accordingly, it is intended to embrace all such alternatives, modifications and variations that fall within the spirit and broad scope of the appended claims.
(73) It is the intent of the applicant(s) that all publications, patents and patent applications referred to in this specification are to be incorporated in their entirety by reference into the specification, as if each individual publication, patent or patent application was specifically and individually noted when referenced that it is to be incorporated herein by reference. In addition, citation or identification of any reference in this application shall not be construed as an admission that such reference is available as prior art to the present invention. To the extent that section headings are used, they should not be construed as necessarily limiting. In addition, any priority document(s) of this application is/are hereby incorporated herein by reference in its/their entirety.