CN105371896A - Cruising water quality multi-parameter remote monitoring system and method capable of self-learning locus navigation - Google Patents

Cruising water quality multi-parameter remote monitoring system and method capable of self-learning locus navigation Download PDF

Info

Publication number
CN105371896A
CN105371896A CN201510856433.1A CN201510856433A CN105371896A CN 105371896 A CN105371896 A CN 105371896A CN 201510856433 A CN201510856433 A CN 201510856433A CN 105371896 A CN105371896 A CN 105371896A
Authority
CN
China
Prior art keywords
water quality
module
server
measuring
monitoring system
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201510856433.1A
Other languages
Chinese (zh)
Other versions
CN105371896B (en
Inventor
刘星桥
管云霞
陈海磊
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Jiangsu University
Original Assignee
Jiangsu University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Jiangsu University filed Critical Jiangsu University
Priority to CN201510856433.1A priority Critical patent/CN105371896B/en
Publication of CN105371896A publication Critical patent/CN105371896A/en
Application granted granted Critical
Publication of CN105371896B publication Critical patent/CN105371896B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Position Fixing By Use Of Radio Waves (AREA)

Abstract

The present invention discloses a cruising water quality multi-parameter remote monitoring system and method capable of self-learning locus navigation, belonging to the field of aquaculture technology. The cruising water quality multi-parameter remote monitoring system comprises a boat body, a measurement device, an executive device and a server, wherein the measurement device, the executive device and the server are located on the boat body. A GPS positioning module is adopted to accurately measure the position information of the boat body; the server is configured to record the motion locus of the boat body and measurement target points; the boat body is able to learn the route and perform automatic navigation according to the route after the on-site remote manual control is performed to demonstrate the route, and is able to stop at the target points to carry out measurement and perform remote wireless transmission of water quality parameters such as water temperature, dissolved oxygen value, pH value, water level and the like; the server is configured to control the executive device to regulate the water quality according to the measured parameters, and at the same time, users may monitor the date of the operation position and water quality parameters of the measured boat in real time through a mobile phone client, may send control instructions to control the motions of control nodes near the measured boat and may correct the motion locus of the measured boat. The cruising water quality multi-parameter remote monitoring system is low in cost, high in mobility and wide in measurement range.

Description

Cruising type water quality multi-parameter remote monitoring system and method with self-learning track navigation
Technical Field
The invention belongs to a GPS positioning technology and a wireless sensing network technology, and particularly relates to a cruising type dynamic measurement system for water quality of a water source intake of aquaculture, river management and urban water supply and remote monitoring through a mobile phone.
Background
China is a big aquaculture country, the aquaculture scale is continuously expanded for years, the natural bearing capacity of aquaculture water bodies is gradually saturated, and the traditional extensive aquaculture mode for increasing the yield by expanding the scale is not suitable for the sustainable development of the aquaculture industry. In recent years, with the adjustment of agricultural structures, the breeding mode is gradually shifting to an intensive industrial breeding mode represented by high-density breeding and circulating breeding. The water quality monitoring is an important link in aquaculture, the dissolved oxygen, the pH value and the temperature in water are kept within a certain suitable range of the fishes, and the monitoring plays a decisive role in the growth of the fishes. Modern breeding modes have more severe requirements on water quality monitoring.
In China, a manual mode is adopted for water quality monitoring for a long period of time, professionals judge the water quality condition according to experience or manually sample the water quality condition to a laboratory for analysis, the error is large, and the period is long. With the development of sensor technology, the portable multi-parameter water quality measuring instrument provides a more accurate and convenient monitoring mode for cultivation personnel, but the dependence on people is still strong, and all-weather online measurement cannot be carried out. The automatic on-line monitoring instrument and system for water quality begin to be developed and applied in recent ten years, and the main problems exist: 1) most of the water quality monitoring sensor nodes are difficult to wire in a wired mode, high in cost and small in distribution range; 2) the sensor nodes are fixedly measured, the measurement range is limited if the number of the points is too small, and the cost is too high if the number of the measurement points is increased; 3) the commonly adopted field monitoring and remote monitoring use a computer as an operation object, and are limited in area and not high in portability.
The application of the GPS technology in traffic transportation is more and more extensive, and the GPS technology provides technical support in the aspects of modern traffic intelligent management, vehicle dispatching and commanding, guiding navigation of vehicles and ships and other vehicles, dynamic monitoring of vehicle running performance and the like. The GPS is mainly used for monitoring crop yield, soil composition and property distribution by combining with the GIS in the agricultural field, and guiding the airplane to reasonably fertilize, sow, spray pesticides and the like.
At present, some patents relate to wireless remote water quality monitoring, for example, patent of invention publication No. CN103024007A, "remote water environment monitor and monitoring method based on Zigbee and GPRS", in which a plurality of Zigbee slave nodes are fixedly distributed in different areas to collect water quality parameters of the whole water area, and the collected data of the slave nodes are sent to a master node through a Zigbee network, then are subjected to data encapsulation by an ARM processor, and then are sent to a remote upper computer through a GPRS module. The method uses a plurality of acquisition nodes, needs a plurality of sets of acquisition sensor equipment, and has high cost.
Disclosure of Invention
The invention provides a cruising type aquaculture water quality remote monitoring system, which aims to solve the problems of few distribution points and high cost of the current fixed water quality monitoring system. Through the system, the remote monitoring can be carried out on the large-area culture water area, and the start and stop of the aerator can be controlled in different areas.
The manual remote control measuring ship is operated for the first time to enable the measuring ship to learn the moving path, and then automatic navigation is converted. Measuring the water quality conditions of a plurality of target points in a water area through cruising of a measuring ship, uploading the measured data to a server by using a GPRS module, and controlling an execution device which is arranged in advance near the measuring point to generate corresponding actions by the server according to comparison between the measured data and a set value so as to achieve the aim of adjusting the water quality; meanwhile, the system can also send the data to an android client of the mobile device through the server, so that the user can perform manual control. The technical scheme for realizing the invention is as follows:
a self-learning track navigation cruising type water quality multi-parameter remote monitoring system comprises: a survey vessel, a server and an execution device;
the measuring ship comprises a ship body and a measuring device arranged on the ship body, wherein the measuring device is used for measuring water quality parameters and position information of the ship body on one hand, and the measuring device is used for interacting with a server on the other hand;
the server controls the movement of the ship body and the water quality regulation according to the information uploaded by the measuring device;
the execution device interacts with the measuring device, and the execution device is used for adjusting the water quality.
In a preferred embodiment, the measuring device includes: the power supply comprises a control module, an information acquisition module, a power output module and a power supply module; the information acquisition module and the power output module are connected with the control module, and the power supply module supplies power to the control module, the information acquisition module and the power output module.
According to the preferred technical scheme, the information acquisition module comprises a water quality monitoring module, a GPS positioning module and an electronic compass, and the water quality monitoring module, the GPS positioning module and the electronic compass are all connected with the control module;
in a preferred embodiment, the power output module includes: the driving circuit, the left motor, the right motor and the transmission device; the driving circuit is respectively connected with the control module, the left motor, the right motor and the transmission device; the transmission device is a direct current motor.
In a preferred technical scheme, the control module comprises a GPRS module and a CC2530 module; the GPRS module is connected with the CC2530 module; the power module comprises two groups of lithium batteries.
According to the preferable technical scheme, the water quality monitoring module comprises: a pH sensor, a fluorescence method dissolved oxygen sensor and a water level sensor.
According to the preferred technical scheme, the executing device comprises a control node and an actuator, wherein the actuator comprises a water suction pump, a drainage pump, a waterwheel type aerator and a vane type aerator; the control node is composed of a CC2530 control chip, an intermediate relay and a contactor.
According to the preferable technical scheme, the system further comprises a remote controller, and the remote controller is used for controlling the first track of the measuring ship and setting a target point.
The preferable technical scheme also comprises a thin film solar arranged on the top of the ship body.
The preferred technical scheme also comprises a mobile equipment client interacting with the server.
Based on the monitoring system, the invention provides a water quality multi-parameter remote monitoring method, which comprises the following steps:
step 1, arranging an actuator at a proper position in water;
step 2, manually controlling a remote controller to enable the measuring ship to run for a circle along a water area, determining a plurality of monitored target points in the running process, and simultaneously recording the position information of the target points and uploading the position information to a server;
step 3, the server controls the running direction of the measuring ship according to the current position information of the measuring ship, including calculating the linear distance and the direction angle between the current position and a target point, and then comparing the direction angle with the magnetic north direction angle to obtain the steering angle of the ship body, so that the measuring ship sails towards the ith target; wherein, i is 1,2,3 … N, and N is the number of set target points;
step 4, delaying for 10 seconds and then executing the step 3 again;
step 5, repeating the step 4 until the measuring ship automatically reaches the ith target point;
step 6, stopping running, and monitoring the water quality, wherein the monitoring comprises shallow water area monitoring and deep water area monitoring;
step 7, uploading the water quality parameters monitored in the step 6 to a server, and comparing the water quality parameters with preset values by the server to regulate and control the water quality;
step 8, repeating the steps 3 to 7, and sequentially finishing the water quality monitoring of the rest target points; the power is cut off and the battery is charged for the next round of monitoring.
Compared with the prior art, the invention has the beneficial effects that:
(1) the defects of fixed distribution, high cost and limited measurement range of the traditional detection terminal are overcome, and the water quality conditions of a plurality of points of different water layers in a water area are measured in a movable mode.
(2) The measuring ship has a GPS positioning function, supplements position information of a measuring point, is beneficial to monitoring and analyzing water quality changes of different positions in an area, carries out detailed control, and can select an actuator nearby according to the position.
(3) The survey vessel has a learning function and can automatically navigate to each target point after being set for the first time.
(4) Can control different oxygen-increasing machines according to different conditions by regions.
(5) The water quality can be remotely monitored anywhere through a mobile phone.
Drawings
FIG. 1 is a schematic view of a measuring device of the present invention;
FIG. 2 is a system block diagram of the present invention;
FIG. 3 is a process flow diagram of the present invention;
FIG. 4 is a self-learning navigation trajectory diagram of the survey vessel of the present invention;
fig. 5 is a handset client interface of the present invention.
Fig. 6 is a schematic diagram of a driving circuit.
Detailed Description
The invention provides a cruising type water quality multi-parameter remote monitoring system with self-learning track navigation, which comprises a measuring ship, a server and an executing device. The measuring ship consists of a ship body and a measuring device positioned on the ship body, wherein the ship body is used for bearing the whole measuring device and providing a platform for water movement measurement; the measuring device measures the water quality parameters and the position information of the ship body on one hand, and interacts with the server on the other hand. And the server controls the movement of the ship body and the water quality regulation according to the information uploaded by the measuring device. The execution device is interacted with the measuring device and is used for adjusting the water quality; the execution device comprises a control node and an actuator, the actuator comprises a water suction pump, a drainage pump, a waterwheel type aerator and an impeller type aerator, the control node is positioned in a control cabinet and used for controlling the actuator to generate corresponding actions, the control node is formed by connecting a CC2530 control chip with a relay and a contactor and is connected with the actuator through a cable to realize the control of the actuator, and the control cabinet can be installed on the shore. When the measuring vessel runs to the vicinity of the control node, the control node responds to a control command sent by the measuring vessel to open or close the corresponding actuator.
The invention is further described with reference to the following figures and specific examples.
As shown in fig. 1 and 2, the measuring device on the measuring ship mainly includes a control module, an information acquisition module, a power output module, and a power supply module.
The control module is composed of a GPRS module and a CC2530 module, the GPRS module is mainly used for remote transmission and remote control of data, and the CC2530 module interacts with a server through the GPRS module on one hand and interacts with a control node of a remote controller and an execution device through a ZigBee module on the other hand respectively and performs field control.
The information acquisition module includes water quality monitoring module, GPS orientation module and electron compass, and water quality monitoring module comprises sensor group, specifically includes: the device comprises a pH sensor, a fluorescence method dissolved oxygen sensor and a water level sensor, wherein the pH sensor is used for acquiring the pH value of water quality, and the fluorescence method dissolved oxygen sensor is used for acquiring the dissolved oxygen and the water temperature of the water quality; the GPS positioning module is used for acquiring longitude and latitude information of the ship body; the electronic compass is used for acquiring the magnetic north direction angle of the ship body.
The power output module is composed of a left motor, a right motor, a driving circuit and a transmission device, the left motor, the right motor and the transmission device are controlled through the driving circuit, the horizontal driving direction of the ship body is adjusted by controlling the rotating speed of the left motor and the rotating speed of the right motor, the sensor group is controlled to move in the vertical direction by controlling the transmission device, and the transmission device adopts a direct current motor.
The power module is composed of two groups of lithium batteries, so that the overall weight can be reduced, and the cruising ability of the measuring ship can be enhanced. In addition, a layer of thin film solar is attached to the top of the ship, and a solar controller is combined to charge the lithium battery.
As further shown in fig. 2, the remote controller is connected with the CC2530 module through the ZigBee network, and the CC2530 module is connected with the power output module; this can be achieved: the left motor and the right motor of the power output module are controlled by operating the remote controller, so that the driving direction of the ship body is controlled; on the other hand, the CC2530 module interacts with a CC2530 node in the control nodes to realize control of the actuator. The fluorescence method dissolved oxygen sensor is connected with the GPRS module through an RS485 bus, and detected water quality dissolved oxygen and water temperature information are sent to the server through the GPRS module. The GPS positioning module is connected with the GPRS module through an RS485 bus, and the position information (including longitude and latitude and magnetic north direction angles) of the ship body is sent to the server through the GPRS module. The pH sensor is connected with the pH transmitter, the pH transmitter is connected with the GPRS module through an RS485 bus, and the pH value of the detected water quality is sent to the server through the GPRS module. The power module supplies power to each module of the measuring device. In addition, the mobile equipment client can be connected with the server according to needs. Data interaction is carried out between the GPRS module and the server and between the server and the client through a TCP/IP protocol.
As shown in fig. 3, the method for monitoring and adjusting water quality by using the monitoring system of the present invention is as follows:
step 1, arranging an actuator at a proper position in water;
step 2, manually controlling a remote controller to enable the measuring ship to run for a circle along a water area, determining a plurality of monitored target points in the running process, and simultaneously recording the position information of the target points and uploading the position information to a server;
and 3, controlling the running direction of the measuring ship by the server according to the current position information of the measuring ship to enable the measuring ship to sail towards the direction close to the ith target point, wherein the method is specifically realized as follows:
the GPS location module receives recommended minimum location information (RMC) and ground speed information (VTG). The RMC is used for acquiring longitude and latitude, and the VTG is used for acquiring speed and direction. Because the area of the pond is limited, the spherical surface can be approximated to be a plane, and after a target point is determined, a linear distance and a direction angle need to be calculated according to the current point (the current position) and the target point, and then the linear distance and the direction angle are compared with the current magnetic north direction angle of the bow to obtain a steering angle.
The calculation formula of the distance between the two points is as follows:
S = 2 × arcsin ( sin 2 a 2 + cos ( L A T 1 ) × cos ( L A T 2 ) × sin 2 b 2 ) × r - - - ( 1 )
the calculation formula of the direction angle is as follows:
α = arctan ( Y X ) - - - ( 2 )
wherein,
X = 2 × arcsin ( cos ( L A T 1 ) × cos ( L A T 2 ) × sin 2 b 2 ) × r Y = 2 × arcsin ( sin 2 a 2 ) × r - - - ( 3 )
in the above equations (1) to (3), a is a difference between the latitude of the current point and the latitude of the target point, b is a difference between the longitude of the current point and the longitude of the target point, LAT1 and LAT2 are the latitudes of the target point, and X, Y are projections of the linear distance between the two points on the latitude line and the longitude line, respectively.
Calculating a straight line path running to the ith target point, and controlling a left motor and a right motor of a power output module to adjust the running direction of the measuring ship by controlling a CC2530 module so that the measuring ship automatically runs to the ith target point; wherein, i is 1,2,3 … N, and N is the number of set target points;
step 4, delaying for 10 seconds and then executing the step 3 again;
step 5, repeating the step 4 until the measuring ship automatically reaches the ith target point;
and 6, stopping running, and monitoring the water quality, wherein the method is implemented specifically as follows:
controlling a transmission device to lower a sensor group to a shallow depth underwater, such as 30cm underwater, and starting to acquire water quality parameters after waiting for one minute; putting down the sensor group to a deeper depth under water after half a minute, such as 1.2 meters under water, collecting water quality parameters after waiting for one minute, and taking back the sensor group after the measurement is finished;
step 7, uploading the water quality parameters monitored in the step 6 to a server, and performing water quality regulation and control by the server according to the water quality parameters; the concrete implementation is as follows:
the server compares the received water quality parameter with a preset value, sends a control command to the CC2530 module, the CC2530 module interacts with a CC2530 node in the control node, and then the CC2530 node controls a nearby actuator to act.
For example: when the water temperature of the upper layer is too high, the water suction pump and the water discharge pump are used for replenishing water into the pool to control the water temperature of the upper layer, and when the pH value (pH value) is higher, the water suction pump and the water discharge pump are used for changing water; when the dissolved oxygen content is too low, the convection of the upper layer and the lower layer is enhanced through the waterwheel type aerator, the dissolved oxygen of the lower layer is improved, and the large-area oxygenation in the water area is carried out through the impeller type aerator.
And 8, repeating the steps 3 to 7, and sequentially measuring the residual target points.
After one round of measurement is finished, the power is cut off, and the thin film solar energy is used for charging. And detecting the voltage of the battery, normally operating when the voltage can meet the requirement before the next round of measurement, and if the battery is not fully charged, carrying out detection after half an hour till the voltage meets the requirement. Generally, the cruising ability of the battery is enough to ensure that the ship body can cruise for one circle, if power is not supplied midway, the solar controller can automatically cut off the load to charge the battery, and the battery is connected with the load after being fully charged.
As shown in fig. 4, in order to learn a trajectory navigation route for a survey vessel, a total of N — 12 monitoring target points are set, the distance between each target point is about 50 meters, and after recording longitude and latitude information of each target point, a server sequentially plans a navigation path according to a sequence to automatically navigate and correct the direction of the survey vessel.
As shown in fig. 5, which is an operation interface of an embodiment of the mobile phone client of the present invention, the client is used as a remote controller to control the movement of the measuring ship, and the high-speed, medium-speed and low-speed keys in the interface control the speed of the ship, and the forward, backward, left-turn and right-turn keys control the movement direction of the ship. In general, high speed is selected in forward and reverse, and low speed is selected in left and right turn. Through the mobile phone client, a user can interact with the server at any time and any place, so that the water quality condition is monitored, the motion track of the measuring ship can be controlled, an actuator near the measuring ship can be forcibly opened or closed, and the actuator is controlled to be opened or closed through a start button and a stop button in an interface.
As shown in fig. 6, for the schematic diagram of the power output driving circuit of the measuring ship, an L298N double H bridge dc motor driving chip is selected to drive the motor. IN1 and IN2 are left motor drive signal inputs, IN3 and IN4 are right motor drive signal inputs, ENA and ENB are input signal enable ends, OUT1 and OUT2 are left motor drive output signals, OUT3 and OUT4 are right motor drive output signals, VSS is connected with +5V to supply power to a drive plate, and VS is connected with 12V to serve as the drive voltage of the motor. One ends of IN1, IN2, IN3, IN4, ENA and ENB are respectively connected with P0.4, P0.5, P0.6, P0.7, P1.0 and P1.1 of CC2530, and the other ends of IN1, IN2, IN3, IN4, ENA and ENB are respectively correspondingly connected with IN1, IN2, IN3, IN4, ENA and ENB of L298N; drive output signals OUT1, OUT2, OUT3 and OUT4 of the left motor and the right motor are respectively led OUT from output ports OUT1, OUT2, OUT3 and OUT4 of L298N, and the left motor direction is determined by controlling P0.4 and P0.5, wherein if P0.4 is high level, P0.5 is low level, the left motor rotates forwards, P0.4 is low level, and P0.5 is high level, the left motor rotates backwards. The rotating speed of the left motor is adjusted by outputting an analog PWM signal through P1.0, and the control process of the right motor is consistent with that of the left motor.
The above description is only intended to describe the technical solutions and specific embodiments of the present invention, and not to limit the scope of the present invention, and it should be understood that any modification, improvement or equivalent substitutions made without departing from the spirit and spirit of the present invention will fall within the scope of the present invention.

Claims (10)

1. The utility model provides a self-learning orbit navigation formula quality of water multi-parameter remote monitering system that cruises which characterized in that includes: a survey vessel, a server and an execution device;
the measuring ship comprises a ship body and a measuring device arranged on the ship body, wherein the measuring device is used for measuring water quality parameters and position information of the ship body on one hand, and the measuring device is used for interacting with a server on the other hand;
the server controls the movement of the ship body and controls and adjusts the water quality according to the information uploaded by the measuring device;
the execution device interacts with the measuring device, and the execution device is used for adjusting the water quality.
2. The self-learning trajectory navigation cruising type water quality multi-parameter remote monitoring system as claimed in claim 1, wherein the measuring device comprises: the power supply comprises a control module, an information acquisition module, a power output module and a power supply module; the information acquisition module and the power output module are connected with the control module, and the power supply module supplies power to the control module, the information acquisition module and the power output module.
3. The self-learning trajectory navigation cruising type water quality multi-parameter remote monitoring system as claimed in claim 2, wherein the information acquisition module comprises a water quality monitoring module, a GPS positioning module and an electronic compass, and the water quality monitoring module, the GPS positioning module and the electronic compass are all connected with the control module.
4. The self-learning trajectory navigation cruising type water quality multi-parameter remote monitoring system as claimed in claim 2, wherein the power output module comprises: the driving circuit, the left motor, the right motor and the transmission device; the driving circuit is respectively connected with the control module, the left motor, the right motor and the transmission device; the transmission device is a direct current motor.
5. The self-learning trajectory navigation cruising type water quality multi-parameter remote monitoring system as claimed in claim 2, wherein the control module comprises a GPRS module and a CC2530 module; the GPRS module is connected with the CC2530 module; the power module comprises two groups of lithium batteries; the water quality monitoring module comprises: a pH sensor, a fluorescence method dissolved oxygen sensor and a water level sensor.
6. The self-learning trajectory navigation cruising type water quality multi-parameter remote monitoring system as claimed in claim 1, wherein the executing device comprises a control node and an actuator, wherein the actuator comprises a water pump, a drainage pump, a waterwheel type aerator and a vane type aerator; the control node is composed of a CC2530 control chip, an intermediate relay and a contactor.
7. The self-learning trajectory navigation cruising type water quality multi-parameter remote monitoring system as claimed in claim 1, further comprising a remote controller for controlling the first trajectory of the measuring ship and setting a target point.
8. The self-learning trajectory navigation cruising type water quality multi-parameter remote monitoring system as recited in claim 1, further comprising a thin film solar disposed on the top of the ship body.
9. The self-learning trajectory navigation cruising type water quality multi-parameter remote monitoring system as claimed in claim 1, further comprising a mobile device client interacting with the server.
10. A water quality multi-parameter remote monitoring method is characterized by comprising the following steps:
step 1, arranging an actuator at a proper position in water;
step 2, manually controlling a remote controller to enable the measuring ship to run for a circle along a water area, determining a plurality of monitored target points in the running process, and simultaneously recording the position information of the target points and uploading the position information to a server;
step 3, the server controls the running direction of the measuring ship according to the current position information of the measuring ship, including calculating the linear distance and the direction angle between the current position and a target point, and then comparing the direction angle with the magnetic north direction angle to obtain the steering angle of the ship body, so that the measuring ship sails towards the ith target; wherein, i is 1,2,3 … N, and N is the number of set target points;
step 4, delaying for 10 seconds and then executing the step 3 again;
step 5, repeating the step 4 until the measuring ship automatically reaches the ith target point;
step 6, stopping running, and monitoring the water quality, wherein the monitoring comprises shallow water area monitoring and deep water area monitoring;
step 7, uploading the water quality parameters monitored in the step 6 to a server, and comparing the water quality parameters with preset values by the server to regulate and control the water quality;
step 8, repeating the steps 3 to 7, and sequentially finishing the water quality monitoring of the rest target points; the power is cut off and the battery is charged for the next round of monitoring.
CN201510856433.1A 2015-11-30 2015-11-30 A kind of self study track navigation cruise-type multi-parameter water-quality remote monitoring system and method Active CN105371896B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510856433.1A CN105371896B (en) 2015-11-30 2015-11-30 A kind of self study track navigation cruise-type multi-parameter water-quality remote monitoring system and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510856433.1A CN105371896B (en) 2015-11-30 2015-11-30 A kind of self study track navigation cruise-type multi-parameter water-quality remote monitoring system and method

Publications (2)

Publication Number Publication Date
CN105371896A true CN105371896A (en) 2016-03-02
CN105371896B CN105371896B (en) 2017-12-05

Family

ID=55374300

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510856433.1A Active CN105371896B (en) 2015-11-30 2015-11-30 A kind of self study track navigation cruise-type multi-parameter water-quality remote monitoring system and method

Country Status (1)

Country Link
CN (1) CN105371896B (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105711762A (en) * 2016-04-12 2016-06-29 昆山华辰净化科技有限公司 Unmanned ship used for water quality monitoring and in-situ remediation of river channel
CN106598122A (en) * 2017-01-20 2017-04-26 上海海事大学 Autonomous vessel-mounted aquatic product culture zone water temperature monitoring device and method
CN106595765A (en) * 2016-12-16 2017-04-26 西安五湖智联半导体有限公司 Equipment monitoring system
CN107807685A (en) * 2017-11-14 2018-03-16 中国地质大学(武汉) A kind of waters acid-base value adjusting and control instrument and its implementation
CN107861437A (en) * 2017-12-13 2018-03-30 广州大学华软软件学院 A kind of water quality monitoring and water quality abnormality processing system
CN108627625A (en) * 2018-05-03 2018-10-09 四川慧流云科技有限公司 A kind of automatic cruising water quality monitoring system based on geography information
CN110333721A (en) * 2019-07-11 2019-10-15 中国地质大学(武汉) A kind of small boat system of water quality detection with Function for Automatic Pilot
CN111460328A (en) * 2020-03-27 2020-07-28 杭州华量软件有限公司 Gyroscope-based fishing boat space-time trajectory correction method and device
CN112631293A (en) * 2020-12-16 2021-04-09 江苏大学 Unmanned ship anti-collision Internet of things control system and method based on artificial potential field method
CN113678783A (en) * 2021-09-09 2021-11-23 金华市广信网络工程有限责任公司 Fish pond water quality detection and adjustment system based on multiple spot pH statistics

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000121629A (en) * 1998-10-14 2000-04-28 Meidensha Corp Water quality monitoring system
KR20110026335A (en) * 2009-09-07 2011-03-15 김현욱 Real time monitoring system for water analysis using shipping
CN203299614U (en) * 2013-05-13 2013-11-20 江苏大学 Aquaculture remote monitoring system based on Internet of things Android platform
CN103995508A (en) * 2014-05-14 2014-08-20 江苏大学 Aquaculture remote PLC monitoring system based on GPRS
CN203929111U (en) * 2014-04-14 2014-11-05 广州市健坤网络科技发展有限公司 A kind of automatic cruising aquaculture on-line monitoring ship
CN104570873A (en) * 2015-01-07 2015-04-29 江苏大学 Aquaculture monitoring system and communication method based on Internet of Things embedded platform
CN104765333A (en) * 2015-01-26 2015-07-08 常州大学 Aquaculture intelligent ship monitoring system based on GPRS
CN205317239U (en) * 2015-11-30 2016-06-15 江苏大学 Self -learning orbit navigation formula quality of water multi -parameter remote monitering system that cruises

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000121629A (en) * 1998-10-14 2000-04-28 Meidensha Corp Water quality monitoring system
KR20110026335A (en) * 2009-09-07 2011-03-15 김현욱 Real time monitoring system for water analysis using shipping
CN203299614U (en) * 2013-05-13 2013-11-20 江苏大学 Aquaculture remote monitoring system based on Internet of things Android platform
CN203929111U (en) * 2014-04-14 2014-11-05 广州市健坤网络科技发展有限公司 A kind of automatic cruising aquaculture on-line monitoring ship
CN103995508A (en) * 2014-05-14 2014-08-20 江苏大学 Aquaculture remote PLC monitoring system based on GPRS
CN104570873A (en) * 2015-01-07 2015-04-29 江苏大学 Aquaculture monitoring system and communication method based on Internet of Things embedded platform
CN104765333A (en) * 2015-01-26 2015-07-08 常州大学 Aquaculture intelligent ship monitoring system based on GPRS
CN205317239U (en) * 2015-11-30 2016-06-15 江苏大学 Self -learning orbit navigation formula quality of water multi -parameter remote monitering system that cruises

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
孟祥宝等: "基于自动巡航无人驾驶船的水产养殖在线监控技术", 《农业机械学报》 *

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105711762A (en) * 2016-04-12 2016-06-29 昆山华辰净化科技有限公司 Unmanned ship used for water quality monitoring and in-situ remediation of river channel
CN106595765A (en) * 2016-12-16 2017-04-26 西安五湖智联半导体有限公司 Equipment monitoring system
CN106598122A (en) * 2017-01-20 2017-04-26 上海海事大学 Autonomous vessel-mounted aquatic product culture zone water temperature monitoring device and method
CN106598122B (en) * 2017-01-20 2018-05-22 上海海事大学 A kind of autonomous boating type aquaculture area water temperature monitoring device and method
CN107807685A (en) * 2017-11-14 2018-03-16 中国地质大学(武汉) A kind of waters acid-base value adjusting and control instrument and its implementation
CN107861437A (en) * 2017-12-13 2018-03-30 广州大学华软软件学院 A kind of water quality monitoring and water quality abnormality processing system
CN108627625A (en) * 2018-05-03 2018-10-09 四川慧流云科技有限公司 A kind of automatic cruising water quality monitoring system based on geography information
CN110333721A (en) * 2019-07-11 2019-10-15 中国地质大学(武汉) A kind of small boat system of water quality detection with Function for Automatic Pilot
CN111460328A (en) * 2020-03-27 2020-07-28 杭州华量软件有限公司 Gyroscope-based fishing boat space-time trajectory correction method and device
CN111460328B (en) * 2020-03-27 2023-04-18 杭州华量软件有限公司 Gyroscope-based fishing boat space-time trajectory correction method and device
CN112631293A (en) * 2020-12-16 2021-04-09 江苏大学 Unmanned ship anti-collision Internet of things control system and method based on artificial potential field method
CN113678783A (en) * 2021-09-09 2021-11-23 金华市广信网络工程有限责任公司 Fish pond water quality detection and adjustment system based on multiple spot pH statistics
CN113678783B (en) * 2021-09-09 2022-05-17 金华市广信网络工程有限责任公司 Fish pond water quality detection and adjustment system based on multiple spot pH statistics

Also Published As

Publication number Publication date
CN105371896B (en) 2017-12-05

Similar Documents

Publication Publication Date Title
CN105371896B (en) A kind of self study track navigation cruise-type multi-parameter water-quality remote monitoring system and method
CN205317239U (en) Self -learning orbit navigation formula quality of water multi -parameter remote monitering system that cruises
CN206991539U (en) A kind of unmanned boat complex water areas intelligent monitor system
CN207617933U (en) A kind of unmanned boat for river water quality monitoring
CN108303508B (en) Ecological early warning system and method based on laser radar and deep learning path optimization
CN101776676B (en) On-line integrated monitoring buoy for movable water body
CN203593143U (en) Wind-solar complementary type unmanned ocean monitoring boat
CN105842412A (en) Water environment vertical distribution comprehensive on-line monitoring buoy and monitoring system
CN211235830U (en) Unmanned ship water quality monitoring system
CN106672168A (en) Automatic cruise water quality monitoring ship
CN110667813A (en) Mobile bionic robot fish for water quality monitoring and oxygen increasing and control method
CN103337153B (en) A kind of virtual sailboat motion simulation system
CN113063911A (en) Unmanned ship system for monitoring water quality of lakes and watersheds
CN111487386A (en) Automatic detection method for water quality parameters of large-area river crab culture pond
CN113110439B (en) Real-time anti-storm unmanned ship air route control method and water quality monitoring system thereof
CN103808529A (en) Autonomous navigation water sample collector
CN208270783U (en) Ocean sectional observation chain based on mobile platform
CN109839932A (en) Automatic navigation method based on Inertial Measurement Unit and GPS
CN115435845A (en) Intelligent wide-area water quality monitoring and analyzing system and method based on unmanned ship and integrated learning and water quality analyzing method
CN201235911Y (en) Unmanned drive reservoir cartographic surveying boat
CN112631293A (en) Unmanned ship anti-collision Internet of things control system and method based on artificial potential field method
CN207240184U (en) Mobile object follows the trail of robot
CN105025087A (en) Beidou wide-area migration target autonomous internet of things and stereoscopic monitoring integrated device and working method thereof
CN207366008U (en) A kind of environmental monitoring system based on unmanned boat
CN116907452A (en) Sub-mesoscale vortex observation method based on cluster AUV data driving

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant