CN204797803U - Healthy safety monitoring system based on artificial intelligence technique - Google Patents
Healthy safety monitoring system based on artificial intelligence technique Download PDFInfo
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- CN204797803U CN204797803U CN201520466585.6U CN201520466585U CN204797803U CN 204797803 U CN204797803 U CN 204797803U CN 201520466585 U CN201520466585 U CN 201520466585U CN 204797803 U CN204797803 U CN 204797803U
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Abstract
The utility model provides a healthy safety monitoring system based on artificial intelligence technique, includes: the children under guardianship terminal is used for the monitoring children under guardianship's physiology data and status data to send it for backend server, the guardian terminal, by children under guardianship's guardian holds, is used for receiving alarm or early warning that backend server sent, backend server is used for receiving the data that children under guardianship monitored at the terminal are used the artificial intelligence method and are carried out the data analysis excavation, analyze out every children under guardianship's the condition to the degree of risk different according to these people is made pointed references and is carried out individualized alarm and early warning to every children under guardianship. The utility model discloses a system can adopt modern artificial intelligence and machine learning technique, as far as possible accurately infers wearer's time of day and characteristics to furthest reduces the erroneous judgement, greatly improves system monitoring's accuracy.
Description
Technical field
This utility model relates to terminal intelligent equipment and field of artificial intelligence, relates more specifically to a kind of healthy and safe monitoring system based on artificial intelligence technology.
Background technology
Nowadays, smart machine can the various data of monitoring human and surrounding at any time, prior art adopts terminal unit monitoring human physiological data mostly, by in the equipment such as collected data real-time storage server, service centre gathers described Monitoring Data, record, when generation is abnormal, then feed back to family or individual in time by abnormal.But above-mentioned technology exists following shortcoming, be exactly that accuracy is low, from mass data, effectively cannot extract the feature of individual, abandoned a lot of useful information, the result obtained can not react the holistic health of user comprehensively really.
The development of technology, wearable terminal prevails gradually, existing wearable terminal can carry out information interaction by communication network and specialist system, based on expertise, specialist system can judge whether children under guardianship occur accident, further, can guardian be notified when occurring unexpected in time or report to the police.But this system effectiveness is lower, for personal user, can only can not be used for the monitoring of group of subscribers, the nurse of the occasions such as sanatorium, cadre's sanitarium, nursing house, community can not be applicable to.
In addition, the health status of wearer is monitored by intelligent terminal such as intelligent watch, very easy, be easily accepted, but maximum problem is wrist-watch such as heart rate can only be detected, the physical quantity of to fall and so on.In many situations, these numerical value can not directly reflect the health status of wearer of the watch, the high heart rate value such as measured, and may be actual heart rate value, also may be because of caused by watchband loosens; Even and the heart rate of reality, the normal cardiac rate value of somebody is higher, and somebody is on the low side, so cannot judge that heart rate is overrun or normally according to a fixing threshold values.Falling is another important indicator, and the age is very high or have the people of severe disease to fall, and is a matters of aggravation, should reports to the police immediately.But, be built in the sensor of falling in wrist-watch, only can monitor the action that wrist falls suddenly.The unexpected whereabouts of wrist, may be fall down caused by, also may be that wearer is performing physical exercise, if so system detects that signal of falling all gives the alarm each time, then there will be large quantities of erroneous judgements, cause the very large harassing and wrecking to guardian, reduce the credibility of intelligent watch, finally lose user.And the situation of these similar products in the market just.
Utility model content
For above-mentioned technical problem, main purpose of the present utility model be to develop a kind of can the healthy and safe monitoring system of Real-Time Monitoring old man or severe case so that can the monitored people's health status of inference analysis and variation tendency, and provide early warning in time.
To achieve these goals, this utility model provides a kind of healthy and safe monitoring system based on artificial intelligence technology, comprising:
Children under guardianship's terminal, for monitoring physiological data and the status data of described children under guardianship, and sends it to background server;
Guardian's terminal, is held by the guardian of described children under guardianship, for receiving alarm or the early warning of the transmission of described background server; And
Background server, for receiving the data that described children under guardianship's terminal monitoring arrives, using artificial intelligent method carries out data analysis excavation, dissect out the situation of each children under guardianship, and the degree of risk different according to these children under guardianship, targetedly personalized alarm and early warning are carried out to each described children under guardianship.
Wherein, the physiological data of described children under guardianship comprises heart rate and/or action of falling, and described status data comprises GPS position information, battery electric quantity, whether whether confirms that medication is reminded in charging and/or user.
Wherein, described children under guardianship's terminal has call function, can converse with described guardian's terminal.
Wherein, the telephony feature of described children under guardianship's terminal is connected without the need to button, can be excited by guardian's terminal and carry out real-time listening.
Wherein, in described children under guardianship's terminal, be preset with phone of seeking help, phone of seeking help described in children under guardianship can be dialed by the SOS key pressed in described children under guardianship's terminal.
Wherein, be preset with 3 phones of seeking help in described children under guardianship's terminal, will dial successively by preset order when children under guardianship dial, till getting through a number.
Wherein, described guardian's terminal comprises mobile terminal and computer monitoring platform, described computer monitoring platform for needing the occasion of management group build children under guardianship, for receive described background server send alarm or early warning.
Wherein, multiple children under guardianship's terminal bound by described mobile terminal and computer monitoring platform, and children under guardianship's terminal described in each is by multiple guardian's terminal binding.
Wherein, described background server also gathers the personal information of children under guardianship, collects the various data that described children under guardianship's terminal monitors, log history Monitoring Data; And
The situation of each children under guardianship that described background server dissects out comprises individual motion, work and rest and living habit, personal health condition and variation tendency, and the state of current children under guardianship's terminal.
Wherein, described background server also sends according to it information that rear children under guardianship's terminal of reporting to the police is sent to background server, and whether analyzing reported to the police last time judges by accident, if erroneous judgement, then regulate the algorithm of judgement, adapt to the characteristic of these children under guardianship, reduce the probability of erroneous judgement next time.
Known based on technique scheme, healthy and safe monitoring system of the present utility model can understand the personal touch of wearer on the whole, adopt modern artificial intelligence and machine learning techniques, according to various factors and probability, infer time of day and the feature of wearer as far as possible exactly, thus reduce erroneous judgement to greatest extent, greatly improve the accuracy of system monitoring, intelligent watch is simple and mechanical from one, the checkout gear of separate some indexs, be integrated into and the grasp of the comprehensive integral state of wearer is understood, really achieve and use this daily apparatus simply and easily of wrist-watch, to the object of the real-time monitoring system of human body.Background server effectively can extract the feature of individual from mass data, formulates for different children under guardianship's individualized criteria, and real its holistic health of reaction, lowers erroneous judgement, improve system stability comprehensively.In addition, this utility model usage data digging technology, extracts wearer's health status variation tendency from large quantities of every day events, for user provides extra valuable reference information.
Accompanying drawing explanation
Fig. 1 is the frame construction drawing of the healthy and safe monitoring system as this utility model preferred embodiment;
Fig. 2 is the signal flow graph of healthy and safe monitoring system of the present utility model.
Detailed description of the invention
For making the purpose of this utility model, technical scheme and advantage clearly understand, below in conjunction with specific embodiment, and with reference to accompanying drawing, the utility model is described in further detail.
Prior art is generally only there is the communication between mobile terminal and smart machine, do not comprise monitoring platform, be only limitted to the use between single guardian and single children under guardianship, do not meet nowadays two offsprings, the social status quo of multiple old man, a monitoring platform of native system or mobile phone A PP can bind and support multiple wrist-watch.This performance greatly can improve sanatorium, cadre's sanitarium, nursing house, community's family endowment monitoring efficiency: the guardian specified is when health station, ICU or family, the monitoring platform on a PC can be used to guard a collection of old man, when receiving the alarm that server sends, wearer of the watch can be phoned and confirm its state, and according to circumstances determine that dialing 112 seeks help and/or notify its household.When guardian busy or next need to leave the monitoring platform of PC end time, mobile phone can be used as the monitoring platform of mobile terminal.
The real time propelling movement information that the children under guardianship that computer monitoring platform obtains all bindings are correlated with, and by computer monitoring platform user (Community Doctor, cadre's sanitarium service personal etc.) carry out relevant screening, when only occurring emergence message, mobile terminal just can receive, and can alleviate the nurse pressure of children like this.
There is the aged of large quantities of family endowment in China, majority cannot realize a guy and nurse round-the-clock company by the side of, and so simple and direct efficient monitoring instrument, has great society and commercial significance to the endowment industry of China.
Prior art does not generally have call function, when causing danger cannot in time and children under guardianship get in touch, the intelligent terminal of native system has call function, can be dialed guardian's phone of binding on the one hand, obtaining rescue when being caused danger by monitoring by SOS function; On the other hand, when guardian loses by monitoring contact, instruction can be sent by server to intelligent terminal, dial binding number in turn, start monitor function, make guardian understand children under guardianship's situation and peripheral information in time.
The overall structure of healthy and safe monitoring system of the present utility model comprises: children under guardianship's terminal of being worn by the children under guardianship such as old man or patient or being worn, such as intelligent watch, Portable monitor etc.; Guardian's terminal, all exists with the APP form of smart mobile phone usually, and by the children of children under guardianship, or the healthy and safe guardian specified carries; Computer monitoring platform, is suitable for colony and monitors simultaneously, so how to be used by mechanisms such as sanatorium, cadre's sanitarium, nursing house, community's nurses; Background server, is operated by the operator of system.Wherein, guardian's terminal can nurse multiple children under guardianship's terminal simultaneously, with the object facilitating the service personal of the mechanisms such as sanatorium to realize the many people of monitoring nurse simultaneously.
The operation principle of healthy and safe each ingredient of monitoring system of the present utility model is as follows:
Children under guardianship's terminal sends the physiological data of the children under guardianship monitored to background server, such as heart rate, action etc. of falling, and various status data, such as GPS position information, battery electric quantity, whether whether confirms medication prompting etc. charging, user.Whether background server carries out Data Analysis Services, make a policy and send warning to guardian's terminal and/or computer monitoring platform, send early warning or carry not.
Guardian's terminal and computer monitoring platform caregiver can make a telephone call to children under guardianship's terminal or with its call, confirm the health status of children under guardianship.As a preferred embodiment, children under guardianship's terminal built-in SIM, can realize call function, and the telephony feature of children under guardianship's terminal is connected without the need to button, namely a dozen lead to, and can monitor on the spot immediately).As a preferred embodiment, be preset with phone of seeking help in children under guardianship's terminal, children under guardianship also by pressing the SOS key in children under guardianship's terminal, can dial default phone of seeking help.
Background server plays the part of center role, and it gathers the personal information of children under guardianship, comprises age, sex, residence district of institute, important medical history (as heart disease) etc., collect the various data that children under guardianship's terminal monitors, log history Monitoring Data, using artificial intelligent method and machine learning techniques, do data analysis to excavate, dissect out the profile of each children under guardianship, such as comprise the motion of individual, work and rest and living habit are (as according to the move distance of GPS and speed, the length of one's sleep and period, whether confirm that medication is reminded on time, whether charge in time on demand), personal health condition (normal range as children under guardianship's heart rate value) and variation tendency (as recent heart rate has acceleration trend), the state of current children under guardianship's terminal (as children under guardianship's terminal whether with, whether be with pine, whether electricity is sufficient, whether charging).The degree of risk different according to these people, background server carries out personalized alarm (namely having different sensitivitys to tachycardias, measured value of falling) and early warning (as recent health status has reduction trend) to each children under guardianship targetedly, and the information of background server is sent to from rear wrist-watch of reporting to the police, whether analyzing reported to the police last time judges by accident, if erroneous judgement, then regulate the algorithm of judgement, adapt to the characteristic of these children under guardianship, reduce the probability of erroneous judgement next time.
Wherein, children under guardianship's terminal, each can be bound by multiple monitoring terminal.Mobile terminal and computer monitoring platform can bind multiple children under guardianship's terminal.In addition, mobile terminal can exist by divorced from computer monitoring platform, and computer monitoring platform must coordinate mobile terminal to exist.Computer monitoring platform can replace tutorial mobile terminal to nurse children under guardianship, only just informs mobile terminal at hour of danger.
The technical solution of the utility model and beneficial effect is understood further below by specific embodiment by reference to the accompanying drawings.
1. children under guardianship's terminal 1 is intelligent watch, and children under guardianship are the old man or the patient that wear wrist-watch.Intelligent watch can measure heart rate, the information such as (acceleration) and GPS location of falling, and by these data upload to background server 3.This intelligent watch has call function: press a SOS key, and intelligent watch just can dial default three telephone numbers supported, mode of dialing for dial in order, until get through a number.This intelligent watch can also record the length of one's sleep of wearer, comprises deep sleep and false dormancy.
2. guardian's terminal 2 is mobile phone (iOS and Android operation system), monitoring people is the children of wearer of the watch, relatives or guardian, this terminal is provided with mobile phone A PP, system registry (such as comprise age, sex, residence, health, whether have heart disease, memory ability, the pet name etc.) can be done for intelligent watch in background server 3 and arrange (such as comprise three SOS seek help phone and order, stroke establish map fence, whether detect signal of falling, medication reminder time, heart rate detection frequency etc.).A mobile phone can be bound and support multiple intelligent watch, and mobile phone A PP is only when opening, and just can see relevant information.
3. computer monitoring platform 4, be similar to the function of mobile phone A PP, but it is a specialized management system for monitoring, more information can be shown on one screen simultaneously, as roller early warning and alarm, map and wearer GPS location, who confirms that medication is reminded, which wrist-watch electricity is not enough on time.
4. background server 3 and data base, is collection, analytical information, coordinates the center of intelligent watch, mobile phone and computer monitoring platform 4.The information that this background server 3 is collected comprises:
[1] personal information of wrist-watch wearer, comprises age, sex, residence district of institute, whether has heart disease, apoplexy or walking disorder, and health status (as excellent/medium/poor) etc.;
[2] information of mobile phone, such as, comprise IP address, the intelligent watch number of binding, mobile phone to the pet name etc. of wearer of the watch;
[3] the SOS rescuing telephone number of intelligent watch, is preferably 3;
[4] mobile phone is to the setting of intelligent watch function, such as comprise rhythm of the heart frequency, whether monitor fall, the delineation of GPS tracking and monitoring frequency, map fence and the administration time etc. of every day;
[5] the various data that monitor of intelligent watch, such as, comprise heart rate, fall, the information such as the low electricity warning of GPS location, intelligent watch, stored in a database as Historical Monitoring data record;
[6] by using artificial intelligent method and machine learning techniques, do data analysis and excavate the synthetic data obtained; Background server can fuzzy logic method in using artificial intelligence, makes condition adjudgement, and dissects out the profile of each wearer, such as, comprise the motion of individual, work and rest and living habit etc.
Through practical probation among a small circle, healthy and safe monitoring system of the present utility model can understand the personal touch of wearer on the whole, adopt modern artificial intelligence and machine learning techniques, according to various factors and probability, infer time of day and the feature of wearer as far as possible exactly, thus reduce erroneous judgement to greatest extent, greatly improve the accuracy of system monitoring, intelligent watch is simple and mechanical from one, the checkout gear of separate some indexs, be integrated into and the grasp of the comprehensive integral state of wearer is understood, really achieve and use this daily apparatus simply and easily of wrist-watch, to the object of the real-time monitoring system of human body, in addition, a monitoring platform or mobile phone A PP can bind and support multiple intelligent watch, and this performance greatly can improve sanatorium, cadre's sanitarium, nursing house, community's family endowment monitoring efficiency, has great society and commercial significance to the endowment industry of China, in addition, this utility model can usage data digging technology, from large quantities of every day events, extracts the variation tendency of wearer's health status, for user provides extra valuable reference information.
Above-described specific embodiment; the purpose of this utility model, technical scheme and beneficial effect are further described; be understood that; the foregoing is only specific embodiment of the utility model; be not limited to this utility model; all within spirit of the present utility model and principle, any amendment made, equivalent replacement, improvement etc., all should be included within protection domain of the present utility model.
Claims (10)
1., based on a healthy and safe monitoring system for artificial intelligence technology, comprising:
Children under guardianship's terminal, for monitoring physiological data and the status data of described children under guardianship, and sends it to background server;
Guardian's terminal, is held by the guardian of described children under guardianship, for receiving alarm or the early warning of the transmission of described background server; And
Background server, for receiving the data that described children under guardianship's terminal monitoring arrives, using artificial intelligent method carries out data analysis excavation, dissect out the situation of each children under guardianship, and the degree of risk different according to these children under guardianship, targetedly personalized alarm and early warning are carried out to each described children under guardianship.
2. healthy and safe monitoring system as claimed in claim 1, the physiological data of wherein said children under guardianship comprises heart rate and/or action of falling, and described status data comprises GPS position information, battery electric quantity, whether whether confirms that medication is reminded in charging and/or user.
3. healthy and safe monitoring system as claimed in claim 1, wherein said children under guardianship's terminal has call function, can converse with described guardian's terminal.
4. healthy and safe monitoring system as claimed in claim 3, the telephony feature of wherein said children under guardianship's terminal is connected without the need to button, can be excited by guardian's terminal and carry out real-time listening.
5. healthy and safe monitoring system as claimed in claim 3, is preset with phone of seeking help in wherein said children under guardianship's terminal, phone of seeking help described in children under guardianship can be dialed by the SOS key pressed in described children under guardianship's terminal.
6. healthy and safe monitoring system as claimed in claim 5, is preset with 3 phones of seeking help, will dials successively when children under guardianship dial by preset order in wherein said children under guardianship's terminal, till getting through a number.
7. healthy and safe monitoring system as claimed in claim 1, wherein said guardian's terminal comprises mobile terminal and computer monitoring platform, described computer monitoring platform for needing the occasion of management group build children under guardianship, for receive described background server send alarm or early warning.
8. healthy and safe monitoring system as claimed in claim 7, multiple children under guardianship's terminal bound by wherein said mobile terminal and computer monitoring platform, and children under guardianship's terminal described in each is by multiple guardian's terminal binding.
9. healthy and safe monitoring system as claimed in claim 1, wherein said background server also gathers the personal information of children under guardianship, collects the various data that described children under guardianship's terminal monitors, log history Monitoring Data; And
The situation of each children under guardianship that described background server dissects out comprises individual motion, work and rest and living habit, personal health condition and variation tendency, and the state of current children under guardianship's terminal.
10. healthy and safe monitoring system as claimed in claim 1, wherein said background server also sends according to it information that rear children under guardianship's terminal of reporting to the police is sent to background server, whether analyzing reported to the police last time judges by accident, if erroneous judgement, then regulate the algorithm of judgement, adapt to the characteristic of these children under guardianship, reduce the probability of erroneous judgement next time.
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| CN105342617A (en) * | 2015-12-18 | 2016-02-24 | 宁波力芯科信息科技有限公司 | Intelligent shoe system |
| CN105476640A (en) * | 2015-12-21 | 2016-04-13 | 青岛中科慧康科技有限公司 | Health and safety detecting algorithm of smart watch |
| CN105653840A (en) * | 2015-12-21 | 2016-06-08 | 青岛中科慧康科技有限公司 | Similar case recommendation system based on word and phrase distributed representation, and corresponding method |
| CN106846728A (en) * | 2017-01-11 | 2017-06-13 | 中科院微电子研究所昆山分所 | A kind of intelligent guarding system and method for being applied to geriatric nursing home |
| CN107292121A (en) * | 2017-08-17 | 2017-10-24 | 王书旸 | A kind of medical insurance is in hospital supervisory systems |
| CN107644681A (en) * | 2017-09-15 | 2018-01-30 | 医遛健康咨询（上海）有限公司 | The sign method for early warning and system of entrant |
| CN107658016A (en) * | 2016-10-03 | 2018-02-02 | 朴植 | The Nounou intelligent guarding systems accompanied for health care for the aged |
| CN108732353A (en) * | 2018-03-14 | 2018-11-02 | 重庆唐晟宝科技有限公司 | Blood glucose early warning system and method |
| CN109102881A (en) * | 2018-10-12 | 2018-12-28 | 河北健康侍卫网络科技有限公司 | A kind of intelligence Chinese medicine domestic monitoring alarm system |
| CN109146701A (en) * | 2018-08-21 | 2019-01-04 | 亿嘉久康（北京）健康科技有限公司 | Mutual-aid community system and method based on artificial intelligence |
| CN109360665A (en) * | 2018-08-30 | 2019-02-19 | 中南大学 | A kind of classroom total management system for childhood and adolescence diabetes control |
| CN111839475A (en) * | 2020-07-30 | 2020-10-30 | 广东里田科技有限公司 | Portable wearable anti-lost and health monitoring system |
| CN112155892A (en) * | 2020-09-29 | 2021-01-01 | 安徽力威精工机械有限公司 | Intelligent multifunctional care management system |
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| CN105342617B (en) * | 2015-12-18 | 2018-01-23 | 宁波力芯科信息科技有限公司 | A kind of Intelligent shoe system |
| CN105342617A (en) * | 2015-12-18 | 2016-02-24 | 宁波力芯科信息科技有限公司 | Intelligent shoe system |
| CN105476640A (en) * | 2015-12-21 | 2016-04-13 | 青岛中科慧康科技有限公司 | Health and safety detecting algorithm of smart watch |
| CN105653840A (en) * | 2015-12-21 | 2016-06-08 | 青岛中科慧康科技有限公司 | Similar case recommendation system based on word and phrase distributed representation, and corresponding method |
| CN107658016B (en) * | 2016-10-03 | 2024-03-22 | 朴一植 | Nounou intelligent monitoring system for elderly healthcare companion |
| CN107658016A (en) * | 2016-10-03 | 2018-02-02 | 朴植 | The Nounou intelligent guarding systems accompanied for health care for the aged |
| CN106846728A (en) * | 2017-01-11 | 2017-06-13 | 中科院微电子研究所昆山分所 | A kind of intelligent guarding system and method for being applied to geriatric nursing home |
| CN107292121A (en) * | 2017-08-17 | 2017-10-24 | 王书旸 | A kind of medical insurance is in hospital supervisory systems |
| CN107644681A (en) * | 2017-09-15 | 2018-01-30 | 医遛健康咨询（上海）有限公司 | The sign method for early warning and system of entrant |
| CN108732353A (en) * | 2018-03-14 | 2018-11-02 | 重庆唐晟宝科技有限公司 | Blood glucose early warning system and method |
| CN109146701A (en) * | 2018-08-21 | 2019-01-04 | 亿嘉久康（北京）健康科技有限公司 | Mutual-aid community system and method based on artificial intelligence |
| CN109360665A (en) * | 2018-08-30 | 2019-02-19 | 中南大学 | A kind of classroom total management system for childhood and adolescence diabetes control |
| CN109102881A (en) * | 2018-10-12 | 2018-12-28 | 河北健康侍卫网络科技有限公司 | A kind of intelligence Chinese medicine domestic monitoring alarm system |
| CN111839475A (en) * | 2020-07-30 | 2020-10-30 | 广东里田科技有限公司 | Portable wearable anti-lost and health monitoring system |
| CN112155892A (en) * | 2020-09-29 | 2021-01-01 | 安徽力威精工机械有限公司 | Intelligent multifunctional care management system |
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Effective date of registration: 20180927 Address after: 266109 Pangu chuangyue space D block 206-7, 100 high-tech road, Qingdao, Shandong Co-patentee after: Qingdao intelligent industry Institute for Research and Technology Patentee after: QINGDAO CHINA SCIENCES SMART HEALTH TECHNOLOGY CO., LTD. Address before: 266109 Room 206-7, Block D, Pangu Chuangke Space, 100 Torch Road, Qingdao Hi-tech Industrial Development Zone, Qingdao City, Shandong Province Patentee before: QINGDAO CHINA SCIENCES SMART HEALTH TECHNOLOGY CO., LTD. |
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Effective date of registration: 20201218 Address after: 266000 26F, block B, Chuangye building, high tech Zone, Qingdao, Shandong Province Patentee after: QINGDAO ACADEMY OF INTELLIGENT INDUSTRIES Address before: Room 206-7, block D, Pangu maker space, No. 100, Torch Road, high tech Zone, Qingdao City, Shandong Province Patentee before: QINGDAO CHINA SCIENCES SMART HEALTH TECHNOLOGY Co.,Ltd. Patentee before: QINGDAO ACADEMY OF INTELLIGENT INDUSTRIES |