CN107426277A - A kind of user terminal drinks water monitoring system and method for servicing - Google Patents

A kind of user terminal drinks water monitoring system and method for servicing Download PDF

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Publication number
CN107426277A
CN107426277A CN201710271257.4A CN201710271257A CN107426277A CN 107426277 A CN107426277 A CN 107426277A CN 201710271257 A CN201710271257 A CN 201710271257A CN 107426277 A CN107426277 A CN 107426277A
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drinking water
service
water
monitoring
user terminal
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陈耿
马母教
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Chengdu Qing Who Technology Co Ltd
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Chengdu Qing Who Technology Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
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    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
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    • G01N33/18Water
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    • G06QINFORMATION 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06Energy or water supply

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Abstract

The invention discloses a kind of user terminal to drink water monitoring system and monitoring method of servicing.System includes being used to gather, handle, distribute drinking water information and carry out early warning and provide the collection monitoring modular of service, application system module;Method of servicing to the quantization periodic on-line of drinking-water service by monitoring, pre-alert notification, arrange service, processing evaluation etc., realize reminds drinking-water Service Operation management to provide active service for drinking-water user in advance, and drinking-water user is allowed to understand the monitoring that drinking-water services in real time, early warning, service prediction scheme, situations such as active service, rational service evaluation and retrospect service history information can be carried out according to the service standard recognized in real time, the work quality and efficiency of drinking-water attendant are recognized in Service Operation management of drinking water simultaneously in real time, rational management and control and rewards and punishments can be carried out to attendant, sustained improvement services, so as to constantly ensure the normal operation of user's water cleaning systems comprehensively, ensure safety, health is drunk.

Description

A kind of user terminal drinks water monitoring system and method for servicing
Technical field
The invention belongs to water quality monitoring technical field, especially belongs to drinking water quality monitoring technical field, more particularly to It is a kind of to be monitored in time for user terminal drinking water and the system and method for service is provided.
Background technology
Due to explosive population growth and the fast development of social economy, the pollution that water resource is subjected to is also increasingly severe, Ren Lei Normal domestic water safety is by increasingly severe threat.The quality and the close phase of health of people of Drinking Water matter Close.Show that the disease in the whole world 80% and 50% death of child all have with poor water quality according to the World Health Organization (WHO) investigation Close.China has the population of a quarter drinking the water that does not meet sanitary standard, and it is most important that " water pollution " has become China Water environmental problems.
In order to ensure safe drinking water, people have invented purifier, pass through the filtering knot such as filter core, milipore filter or reverse osmosis membrane The further filtration, purification drinking water of structure, improve water quality.Filtration can lose in the effect more than service life after-purification drinking water Effect, reappear raw water pollution, purifier and drinking-water end equipment and associated conduit and used in specific humidity with a temperature of Certain time, bacterium and microorganism that people can not with the naked eye see can be grown, reappears process contamination, so as to influence to drink water Health.Now need to change filtration, or purifier, drinking equipment and associated conduit are cleaned, sterilized, Sterilization.
At present, the real-time understanding to raw water, water purification, filtration service condition, water environment and related water purification information is lacked, User and server can not be allowed to know drink water purifying situation and obtain advance service early warning in advance;Operation management person simultaneously Drinking-water service in time, professional, safe, currently known drinking-water prison can not be provided user according to the real time information of acquisition Survey and monitoring, early warning, service in real time is not carried out to the service quantification cycle of purifying of drinking water, be generally only that end is drunk in simply monitoring TDS values, and simply do it is exceeded after prompting, cause people to face serious safe drinking water risk, to health exist Serious hidden danger.
The content of the invention
The present invention discloses a kind of user terminal according to the deficiencies in the prior art and drinks water monitoring system and monitoring method of servicing. The problem to be solved in the present invention, which is to provide one kind, can monitor guidelines for drinking water quality in real time, ensure user terminal drinking water quality, and be User provides further safety, the timely monitoring system of drinking water service and monitoring service.
The present invention is achieved through the following technical solutions:
User terminal drinks water monitoring system, it is characterised in that including:
Monitoring modular is gathered, including sensor assembly and delivery module, sensor assembly gather drinking water information simultaneously in real time Sent by sending module to cloud server, collection monitoring modular and be arranged at each ustomer premises access equipment;
Application system module, including drinking water service online monitoring system, drinking water business management system, drinking water early warning Service system and drinking water information processing system;Wherein, drinking water service online monitoring system is obtained from cloud server and drunk Water information is simultaneously distributed to drinking water business management system and drinking water information processing system, drinking water information processing system processing letter Cease and enter row information with terminal user and exchange while be sent to drinking water Warning Service system.
Sensor assembly described further is integrated machine construction module, is sensed by raw water TDS sensors, water purification TDS Device, temperature sensor, humidity sensor, flow sensor, switch electromagnetic valve sensor, PH sensor, heavy metal sensor, filter Core usage time recorder, bion sensor and/or geographic position sensors composition.
Drinking water information described further includes raw water TDS, water purification TDS, temperature, humidity, flow, switch electromagnetic valve shape State, pH value, content of beary metal, bacterial regrowth, geographical position and/or filter core usage time.
Drinking water service online monitoring system described further has subsystem, and subsystem includes drinking water service user Web page interrogation platform, drinking water service user wechat searching platform and drinking water service user APP business platforms.
Drinking water Warning Service system described further divides into subsystem, and subsystem includes drinking water service worker APP mobile working office platforms.
The present invention monitors method of servicing:
1) installation of user terminal collection monitoring modular and user profile are established, and are needed according to the service of user's drinking water in user terminal Drinking water apparatus installation collection monitoring modular, and the communication with cloud server is established, the foundation of drinking water business management system With user profile;
2) starting collection monitoring modular and transmitting drinking water information monitoring data to cloud server, drinking water information includes Raw water TDS, water purification TDS, temperature, humidity, flow, switch electromagnetic valve state, pH value, content of beary metal, bacterial regrowth, geographical position Put and/or filter core usage time;
3) drinking water service online monitoring system obtains drinking water Monitoring Data from cloud server, and is converted to real-time prison Measured value;
4) drinking water business management system generation monitoring journal, and real-time monitor value is sent to drinking water service end, together When be sent to drinking water user terminal;
5) drinking water information processing system is calculated monitor value, generation purificating raw water service monitoring value, process purification Monitor value, equipment fault service monitoring value;
6) whether judge to calculate monitor value beyond service early warning value, be such as better than early warning value, then this service terminates, and otherwise enters Enter in next step;
7) according to monitor value, drinking water Warning Service system generation warning information is calculated, drinking water business management system is given birth to Into service plan, drinking water service end and drinking water user terminal are sent to, while is manually or automatically sent to attendant's terminal Prompting is made house calls;
8) after attendant completes service, information on services is committed to system immediately;
9) drinking water user terminal carries out service evaluation, and drinking water business management system carries out return visit confirmation to user terminal;
10) return visit carried out according to the service evaluation of drinking water user terminal and drinking water business management system to user terminal is true Recognize, generation, which services, if completing examines information and terminate this service, then comes back to step 6) as unfinished.
Further the present invention needs to install collection monitoring modular in user terminal drinking water apparatus according to the service of user's drinking water It is included on the existing drinking water apparatus of user and integrated machine construction module is installed, or installation has included the drink of collection monitoring modular Water equipment complete machine.
Further the present invention carries out calculating to monitor value includes:Subtracted by raw water TDS after water purification TDS draws filtration, purification TDS differences, further according to the flow and current filter core residual life added up, calculating, which evaluates filtration, purification effect, to be tieed up The cycle held.The present invention generates warning information and service plan when only remaining 20 days or so in the cycle.
It is further of the present invention calculating is carried out to monitor value to include:When flow is continuously 0, and during more than 7 days, above-mentioned In conditions and environment, it is meant that filter core has mouldy pollution risk, it is necessary to change filter core immediately, therefore warning information is generated by system And prompt user that pause is drunk.
It is further of the present invention calculating is carried out to monitor value to include:Believed according to sterilizing viltalight lamp pipe switch electromagnetic valve state Breath, sterilizing viltalight lamp pipe entire life duration is subtracted after currently used time duration is installed to, then subtract accumulation on-off times The corresponding relative usage life-span reduces duration and obtains ultraviolet lamp tube remaining life.
The beneficial effects of the invention are as follows:By being taken to the quantization periodic on-line monitoring of drinking-water service, pre-alert notification, arrangement After the management such as business, processing evaluation, realize that remind drinking-water Service Operation to manage in advance provides active service to drinking-water user, and allow Drinking-water user can understand situations such as monitoring serviced of drinking water, early warning, service prediction scheme, active service in real time, and can be according to reality When the service standard (service prediction scheme) recognized carry out rational service evaluation and the drinking-water service monitoring for tracing history, pre- The work quality and efficiency of drinking-water attendant is recognized in situations such as police, service, drinking-water Service Operation management in real time, can be to clothes Business personnel carry out rational management and control and rewards and punishments, sustained improvement services, normal so as to comprehensively lasting guarantee water cleaning systems Filtration, purification effect.
Brief description of the drawings
Fig. 1 is monitoring system schematic diagram of the present invention;
Fig. 2 is present invention monitoring flow principle schematic.
Embodiment
The present invention is further described below by embodiment, the present embodiment is served only for entering the present invention traveling one The explanation of step, but it is not intended that limiting the scope of the invention, those skilled in the art make according to the above Some nonessential modifications and adaptations belong to the scope of protection of the invention.
With reference to Fig. 1 and Fig. 2.
User terminal drinks water monitoring system, including collection monitoring modular and application system module;
Monitoring modular is gathered, including sensor assembly and delivery module, sensor assembly gather drinking water information simultaneously in real time Sent by sending module to cloud server, collection monitoring modular and be arranged at each ustomer premises access equipment;
Application system module, including drinking water service online monitoring system, drinking water business management system, drinking water early warning Service system and drinking water information processing system;Wherein, drinking water service online monitoring system is obtained from cloud server and drunk Water information is simultaneously distributed to drinking water business management system and drinking water information processing system, drinking water information processing system processing letter Cease and enter row information with terminal user and exchange while be sent to drinking water Warning Service system.
Cloud server of the present invention is connected with delivery module and application system module by wireless network, is drunk for storing Water relevant information data.
Inventive sensor module can be integrated machine construction module, be sensed by raw water TDS sensors, water purification TDS Device, temperature sensor, humidity sensor, flow sensor, switch electromagnetic valve sensor, PH sensor, heavy metal sensor, filter Core usage time recorder, bion sensor and/or geographic position sensors composition.Wherein, the end of probe of temperature sensor It is arranged in user terminal room, the end of probe of humidity sensor is arranged in user terminal room, and the end of probe of flow sensor is arranged on In drinking water apparatus pipeline, the temperature, humidity and dynamic data of drinking water can be obtained respectively;Raw water TDS sensors and water purification In the explosion-proof entrance point pipeline and port of export pipeline for being arranged on drinking water apparatus of TDS sensors, raw water and drinking water are obtained respectively TDS values;Other sensors can further obtain drinking water and its related letter of equipment use state according to its function setting Breath.
Drinking water information includes raw water TDS, water purification TDS, temperature, humidity, flow, switch electromagnetic valve state, pH value, a huge sum of money Belong to content, bacterial regrowth, geographical position and/or filter core usage time.
Drinking water service online monitoring system has subsystem, and subsystem is put down including drinking water service user web page interrogation Platform, drinking water service user wechat searching platform and drinking water service user APP business platforms.
Drinking water Warning Service system divides into subsystem, and subsystem includes drinking water service worker's APP mobile workings Office platform.
The present invention monitors method of servicing:
1) installation of user terminal collection monitoring modular and user profile are established, and are needed according to the service of user's drinking water in user terminal Drinking water apparatus installation collection monitoring modular, and the communication with cloud server is established, the foundation of drinking water business management system With user profile;
2) starting collection monitoring modular and transmitting drinking water information monitoring data to cloud server, drinking water information includes Raw water TDS, water purification TDS, temperature, humidity, flow, switch electromagnetic valve state, pH value, content of beary metal, bacterial regrowth, geographical position Put and/or filter core usage time;
3) drinking water service online monitoring system obtains drinking water Monitoring Data from cloud server, and is converted to real-time prison Measured value;
4) drinking water business management system generation monitoring journal, and real-time monitor value is sent to drinking water service end, together When be sent to drinking water user terminal;
5) drinking water information processing system is calculated monitor value, generation purificating raw water service monitoring value, process purification Monitor value, equipment fault service monitoring value;
6) whether judge to calculate monitor value beyond service early warning value, be such as better than early warning value, then this service terminates, and otherwise enters Enter in next step;
7) according to monitor value, drinking water Warning Service system generation warning information is calculated, drinking water business management system is given birth to Into service plan, drinking water service end and drinking water user terminal are sent to, while is manually or automatically sent to attendant's terminal Prompting is made house calls;
8) after attendant completes service, information on services is committed to system immediately;
9) drinking water user terminal carries out service evaluation, and drinking water business management system carries out return visit confirmation to user terminal;
10) return visit carried out according to the service evaluation of drinking water user terminal and drinking water business management system to user terminal is true Recognize, generation, which services, if completing examines information and terminate this service, then comes back to step 6) as unfinished.
The present invention needs to be included in user terminal drinking water apparatus installation collection monitoring modular according to the service of user's drinking water Integrated machine construction module is installed, or drinking water of the installation including collection monitoring modular is set on the existing drinking water apparatus of user Standby complete machine.
The present invention carries out calculating to monitor value to be included:TDS after water purification TDS draws filtration, purification is subtracted by raw water TDS Difference, further according to the flow and current filter core residual life added up, it is maintainable that calculating evaluates filtration, purification effect Cycle.The present invention generates warning information and service plan when only remaining 20 days or so in the cycle.
It is of the present invention calculating is carried out to monitor value to include:When flow is continuously 0, and during more than 7 days, in above-mentioned condition and In environment, it is meant that filter core has mouldy pollution risk, it is necessary to change filter core immediately, therefore generate warning information by system and prompt User's pause is drunk.
It is of the present invention calculating is carried out to monitor value to include:, will according to sterilizing viltalight lamp pipe switch electromagnetic valve status information Sterilizing viltalight lamp pipe entire life duration is subtracted after currently used time duration is installed to, then is subtracted corresponding to accumulation on-off times The relative usage life-span reduces duration and obtains ultraviolet lamp tube remaining life.
Seeervice cycle of the service early warning value Main Basiss product self-characteristic of the present invention in the case of different application Standard is configured, and it is persistently met《Standards for drinking water quality》(GB5749-2006).Itself spy of drinking water apparatus Property includes replacing date, usage time and the service life of equipment, and the index such as the various parameters of equipment and specification.Drinking water The chemical substance contained in water quality and microorganism have certain fluctuation or growth rhythm, the water quality arrived by each Sensor monitoring Respectively refer to target value, further according to it is described fluctuation or growth rhythm calculated, come in advance judge water quality index will when reach or Beyond limit value, and then provide a kind of active early warning and service.
The present invention draws chemical contamination, microorganism pollution by drinking the computational methods of water monitoring, early warning and service system Service early warning and equipment occur water leakage fault service early warning and generate corresponding service plan.In drinking water Service Operation Early warning and service prompts are all done in business and drinking water client both ends, manage early warning and service process and state, display processing result.In advance The form that shows of word, picture and video is provided in alert information and service plan, supplying drinking water service provider, drinks boatman Family and attendant check.Drinking water client can pay close attention to early warning and the information on services of oneself drinking water in real time, check history Early warning and service log and trend analysis chart.Service provider can be according to all client's early warning of big data principle analysis and service Real-time condition and account of the history.The present invention allows service provider to carry out service in advance to prepare, there is provided promptly and accurately active Services, allow client to understand the monitoring and warning Information And Historical Warning Service situation of drinking water in real time, improve safety The promptness of drinking water service, client's drinking water safety is persistently ensured.

Claims (10)

1. a kind of user terminal drinks water monitoring system, it is characterised in that including:
Monitoring modular is gathered, including sensor assembly and delivery module, sensor assembly gather drinking water information and passed through in real time Sending module sends to cloud server, collection monitoring modular and is arranged at each ustomer premises access equipment;
Application system module, including drinking water service online monitoring system, drinking water business management system, drinking water Warning Service System and drinking water information processing system;Wherein, drinking water service online monitoring system obtains drinking water letter from cloud server Cease and be distributed to drinking water business management system and drinking water information processing system, drinking water information processing system processing information is simultaneously Enter row information with terminal user to exchange while be sent to drinking water Warning Service system.
2. user terminal according to claim 1 drinks water monitoring system, it is characterised in that:The sensor assembly is integrated All-in-one machine structure module, by raw water TDS sensors, water purification TDS sensors, temperature sensor, humidity sensor, flow sensing Device, switch electromagnetic valve sensor, PH sensor, heavy metal sensor, filter core usage time recorder, bion sensor and/ Or geographic position sensors composition.
3. user terminal according to claim 2 drinks water monitoring system, it is characterised in that:The drinking water information includes original Water TDS, water purification TDS, temperature, humidity, flow, switch electromagnetic valve state, pH value, content of beary metal, bacterial regrowth, geographical position And/or filter core usage time.
4. user terminal according to claim 1 drinks water monitoring system, it is characterised in that:The drinking water service online prison Examining system has subsystem, and subsystem includes drinking water service user web page interrogation platform, drinking water service user wechat is looked into Ask platform and drinking water service user APP business platforms.
5. user terminal according to claim 1 drinks water monitoring system, it is characterised in that:The drinking water Warning Service system System divides into subsystem, and subsystem includes drinking water service worker's APP mobile working office platforms.
6. a kind of user terminal drinks water monitoring method of servicing, it is characterised in that including:
1) installation of user terminal collection monitoring modular and user profile are established, and need to drink in user terminal according to the service of user's drinking water Wetting system installation collection monitoring modular, and the communication with cloud server is established, drinking water business management system is established matching and used Family information;
2) starting collection monitoring modular and transmitting drinking water information monitoring data to cloud server, drinking water information includes raw water TDS, water purification TDS, temperature, humidity, flow, switch electromagnetic valve state, pH value, content of beary metal, bacterial regrowth, geographical position And/or filter core usage time;
3) drinking water service online monitoring system obtains drinking water Monitoring Data from cloud server, and is converted to real-time monitoring Value;
4) drinking water business management system generation monitoring journal, and real-time monitor value is sent to drinking water service end, send out simultaneously Give drinking water user terminal;
5) drinking water information processing system is calculated monitor value, generation purificating raw water service monitoring value, process purification monitoring Value, equipment fault service monitoring value;
6) whether judge to calculate monitor value beyond service early warning value, be such as better than early warning value, then this service terminates, under otherwise entering One step;
7) according to monitor value, drinking water Warning Service system generation warning information is calculated, the generation of drinking water business management system takes Business scheme, drinking water service end and drinking water user terminal are sent to, while manually or automatically send to attendant's terminal and remind Make house calls;
8) after attendant completes service, information on services is committed to system immediately;
9) drinking water user terminal carries out service evaluation, and drinking water business management system carries out return visit confirmation to user terminal;
10) return visit carried out according to the service evaluation of drinking water user terminal and drinking water business management system to user terminal confirms, Generation service examines information and terminates this service if completing, and then comes back to step 6) as unfinished.
7. user terminal according to claim 6 drinks water monitoring method of servicing, it is characterised in that:It is described to be drunk according to user Water service, which needs to be included on the existing drinking water apparatus of user in user terminal drinking water apparatus installation collection monitoring modular, installs collection Integral machine construction module, or installation have included the drinking water apparatus complete machine of collection monitoring modular.
8. user terminal according to claim 6 drinks water monitoring method of servicing, it is characterised in that:It is described that monitor value is carried out Calculating includes:TDS differences after water purification TDS draws filtration, purification are subtracted by raw water TDS, further according to the flow added up with And current filter core residual life, calculating evaluate the filtration, purification effect maintainable cycle.
9. user terminal according to claim 6 drinks water monitoring method of servicing, it is characterised in that:It is described that monitor value is carried out Calculating includes:When flow is continuously 0, and more than 7 days, early warning simultaneously prompts user that pause is drunk.
10. user terminal according to claim 6 drinks water monitoring method of servicing, it is characterised in that:It is described that monitor value is entered Row calculating includes:According to sterilizing viltalight lamp pipe switch electromagnetic valve status information, by sterilizing viltalight lamp pipe entire life duration subtract from After being installed to currently used time duration, then subtract accumulation on-off times corresponding to the relative usage life-span reduce duration obtain it is ultraviolet Fluorescent tube remaining life.
CN201710271257.4A 2017-04-24 2017-04-24 A kind of user terminal drinks water monitoring system and method for servicing Pending CN107426277A (en)

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Cited By (10)

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CN109210268A (en) * 2018-10-19 2019-01-15 杭州电子科技大学 A kind of big data processing method based on ultra low power solenoid valve
CN109293037A (en) * 2018-12-05 2019-02-01 上海朴道水汇净水设备有限公司 A kind of judgement and management method of purifier filter element life
CN110223411A (en) * 2019-05-29 2019-09-10 张婧 A kind of public water dispenser cruising inspection system and method
CN110701366A (en) * 2019-10-15 2020-01-17 威海麦品软件科技有限公司 Low-cost drip-proof anti-theft water direct drinking user control system
CN111901128A (en) * 2020-09-29 2020-11-06 成都清渟科技有限公司 Method and system for protecting data safety of water purification equipment based on block chain
CN112613163A (en) * 2020-12-07 2021-04-06 成都清渟科技有限公司 Filter element service life calculation method based on double engines
CN112946215A (en) * 2021-01-28 2021-06-11 成都清渟科技有限公司 Method and system for monitoring growth trend of microorganisms in drinking water in real time
CN114965868A (en) * 2021-08-16 2022-08-30 青岛海尔施特劳斯水设备有限公司 Method and device for determining residual life of filter element of water purifier
CN115423383A (en) * 2022-11-03 2022-12-02 湖南易净环保科技有限公司 Distributed village and town drinking water monitoring and regulation system and method based on artificial intelligence
CN116629844A (en) * 2023-07-26 2023-08-22 山东碧汀智能科技有限公司 Automatic dispatch method and system for operation and maintenance of drinking water equipment

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Cited By (15)

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CN109210268B (en) * 2018-10-19 2020-03-20 杭州电子科技大学 Big data processing method based on ultralow-power electromagnetic valve
CN109210268A (en) * 2018-10-19 2019-01-15 杭州电子科技大学 A kind of big data processing method based on ultra low power solenoid valve
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CN110223411A (en) * 2019-05-29 2019-09-10 张婧 A kind of public water dispenser cruising inspection system and method
CN110701366A (en) * 2019-10-15 2020-01-17 威海麦品软件科技有限公司 Low-cost drip-proof anti-theft water direct drinking user control system
CN111901128A (en) * 2020-09-29 2020-11-06 成都清渟科技有限公司 Method and system for protecting data safety of water purification equipment based on block chain
CN112613163A (en) * 2020-12-07 2021-04-06 成都清渟科技有限公司 Filter element service life calculation method based on double engines
CN112613163B (en) * 2020-12-07 2024-03-19 成都清渟科技有限公司 Filter element service life calculation method based on double engines
CN112946215A (en) * 2021-01-28 2021-06-11 成都清渟科技有限公司 Method and system for monitoring growth trend of microorganisms in drinking water in real time
CN114965868A (en) * 2021-08-16 2022-08-30 青岛海尔施特劳斯水设备有限公司 Method and device for determining residual life of filter element of water purifier
CN115423383A (en) * 2022-11-03 2022-12-02 湖南易净环保科技有限公司 Distributed village and town drinking water monitoring and regulation system and method based on artificial intelligence
CN115423383B (en) * 2022-11-03 2023-01-13 湖南易净环保科技有限公司 Distributed village and town drinking water monitoring and regulation system and method based on artificial intelligence
CN116629844A (en) * 2023-07-26 2023-08-22 山东碧汀智能科技有限公司 Automatic dispatch method and system for operation and maintenance of drinking water equipment
CN116629844B (en) * 2023-07-26 2023-09-26 山东碧汀智能科技有限公司 Automatic dispatch method and system for operation and maintenance of drinking water equipment

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Application publication date: 20171201