CN115496307B - Fishery ship production method, system and medium based on Internet of things communication - Google Patents
Fishery ship production method, system and medium based on Internet of things communication Download PDFInfo
- Publication number
- CN115496307B CN115496307B CN202211451975.7A CN202211451975A CN115496307B CN 115496307 B CN115496307 B CN 115496307B CN 202211451975 A CN202211451975 A CN 202211451975A CN 115496307 B CN115496307 B CN 115496307B
- Authority
- CN
- China
- Prior art keywords
- information
- fishing
- fishing boat
- production
- route
- 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.)
- Active
Links
- 238000004519 manufacturing process Methods 0.000 title claims abstract description 236
- 238000004891 communication Methods 0.000 title claims abstract description 42
- 230000008859 change Effects 0.000 claims description 44
- 238000004458 analytical method Methods 0.000 claims description 40
- 238000012937 correction Methods 0.000 claims description 26
- 238000012544 monitoring process Methods 0.000 claims description 10
- 238000000034 method Methods 0.000 claims description 8
- 238000011156 evaluation Methods 0.000 claims description 6
- 238000004364 calculation method Methods 0.000 claims description 5
- 238000006243 chemical reaction Methods 0.000 claims description 4
- 238000013500 data storage Methods 0.000 claims description 4
- 238000009499 grossing Methods 0.000 claims description 4
- 230000009467 reduction Effects 0.000 claims description 4
- 230000006855 networking Effects 0.000 claims 1
- 230000008901 benefit Effects 0.000 abstract description 4
- 239000013587 production medium Substances 0.000 abstract description 4
- 239000002609 medium Substances 0.000 description 11
- 238000010191 image analysis Methods 0.000 description 4
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 2
- 238000011161 development Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
- G06Q10/047—Optimisation of routes or paths, e.g. travelling salesman problem
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/02—Agriculture; Fishing; Forestry; Mining
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/30—Noise filtering
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/34—Smoothing or thinning of the pattern; Morphological operations; Skeletonisation
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Strategic Management (AREA)
- Economics (AREA)
- Multimedia (AREA)
- General Business, Economics & Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Tourism & Hospitality (AREA)
- Development Economics (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Health & Medical Sciences (AREA)
- Game Theory and Decision Science (AREA)
- Educational Administration (AREA)
- Signal Processing (AREA)
- Quality & Reliability (AREA)
- General Health & Medical Sciences (AREA)
- Agronomy & Crop Science (AREA)
- Mining & Mineral Resources (AREA)
- Marine Sciences & Fisheries (AREA)
- Animal Husbandry (AREA)
- Primary Health Care (AREA)
- Life Sciences & Earth Sciences (AREA)
- Computing Systems (AREA)
- Medical Informatics (AREA)
- Computer Networks & Wireless Communication (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses a fishery ship production method, a fishery ship production system and a fishery ship production medium based on Internet of things communication. In addition, the invention obtains the information of the operation condition of other fishing boats in the preset time period by analyzing the current actual fishing boat production operation position information, thereby further accurately planning the current fishing boat operation condition, realizing efficient fishing boat production operation and improving the economic benefit of fishing boat production.
Description
Technical Field
The invention relates to the field of Internet of things, in particular to a fishery ship production method, a fishery ship production system and a fishery ship production medium based on Internet of things communication.
Background
China has abundant fishery resources, and how to develop and utilize fishery resources sustainably is an important task for current fishery development. However, the problems of unreasonable fishing operation structure, insufficient fishery resource utilization and the like still exist in the current fishing boat operation, which are generally caused by reasons of laggard modernization technology, unreasonable fishery planning and the like. However, an efficient fishery ship production method is urgently needed for the situations that the production efficiency is low, ocean resources cannot be effectively utilized and the like in the current fishery ship production.
Disclosure of Invention
In order to solve at least one technical problem, the invention provides a fishery ship production method, a fishery ship production system and a fishery ship production medium based on internet of things communication.
The invention provides a fishery ship production method based on Internet of things communication, which comprises the following steps:
obtaining parameter information of a fishing boat, and planning a production route of the fishing boat according to the parameter information of the fishing boat to obtain preset route planning information;
obtaining fishing gear parameter change information from preset terminal equipment based on the Internet of things, carrying out route correction on preset route plan information according to the fishing gear parameter change information to obtain preferred route information, and carrying out production operation according to the preferred route information;
acquiring actual fishing boat production operation position information, and leading the position information into a fishing boat production statistical system through preset terminal equipment for retrieval and analysis to obtain fishing boat operation condition information within a preset time period;
and performing operation analysis according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and sending the fishing boat operation planning information to preset terminal equipment for displaying.
In the scheme, the fishing boat parameter information is obtained, the fishing boat production route planning is carried out according to the fishing boat parameter information, and the preset route planning information is obtained, specifically:
obtaining a map model of a production area of a fishing boat;
analyzing the fishing boat demand according to the fishing gear type and the fishing boat specification information in the fishing boat parameter information to obtain fishing boat production demand information;
planning a fishing boat production route in a fishing boat production area map model according to the fishing boat production demand information to obtain a plurality of route information;
and performing information arrangement on the plurality of pieces of route information to obtain preset route planning information.
In this scheme, the fishing gear parameter change information is obtained from the preset terminal device based on the internet of things, the course correction is performed on the preset course plan information according to the fishing gear parameter change information to obtain the preferred course information, and the production operation is performed according to the preferred course information, specifically:
obtaining fishing gear parameter change information;
carrying out navigation area correction analysis according to fishing gear parameter change information to obtain navigation area correction information;
and according to the corrected information of the navigation area, carrying out route coverage area analysis and route correction on the preset route plan information to obtain the preferred route information.
In this scheme, acquire actual fishing boat production operation positional information, will positional information carries out retrieval analysis through predetermineeing terminal equipment and leading-in fishing boat production statistical system, obtains the fishing boat operation condition information in the preset time quantum, specifically does:
carrying out fishing boat navigation and fishery production operation according to the preferred course information;
acquiring actual fishing boat production operation position information, and performing parameter conversion on the position information to obtain position parameters;
and importing the position parameters into a fishing boat production statistical system, retrieving historical fishing boat production records by the fishing boat production statistical system according to the position parameters, and retrieving and summarizing fishing boat operation information in a preset time period to obtain fishing boat operation condition information.
In this scheme, fishing boat production statistical system still includes:
acquiring monitoring video data in the fishing boat operation period;
extracting video key frames according to the monitoring video data to obtain image frame data;
and performing data division on the image frame data according to time periods before and after the fishing boat operation to obtain first image frame data and second image frame data.
In this scheme, fishing boat production statistical system still includes:
performing image noise reduction and smoothing pretreatment on the first image frame data and the second image frame data to obtain first enhanced image data and second enhanced image data;
analyzing and identifying the characteristic of the fishing gear image according to the first enhanced image data to obtain actual fishing gear parameter information;
performing characteristic analysis on the first enhanced image data on the fishing resource image, and performing reference comparison according to fishing gear characteristics to obtain estimated fishing amount information;
and importing the actual fishing gear parameter information, the estimated fishing amount information, the current fishing boat position information and the production operation time information into a fishing boat production statistical system for data storage.
In this scheme, carry out the operation analysis according to fishing boat operation condition information and current fishing boat parameter information, obtain fishing boat operation planning information, send fishing boat operation planning information to preset terminal equipment and show, specifically do:
judging whether fishing gear parameter information in the fishing boat operation condition information is consistent with the current fishing gear parameter information;
if the two types of the fishing boat are consistent, acquiring production operation time information and fishing amount estimation information in the fishing boat operation condition information;
calculating time according to the production operation time information to obtain production duration;
carrying out fishing efficiency calculation on the estimated fishing amount information and the production duration time to obtain a production efficiency estimated value;
and if the production efficiency evaluation value is greater than a preset estimated value, analyzing the fishing boat operation condition information to obtain fishing boat operation planning information.
The invention also provides a fishery ship production system based on communication of the internet of things, which comprises: the fishery ship production method based on the internet of things communication comprises a memory and a processor, wherein the memory comprises fishery ship production method programs based on the internet of things communication, and the fishery ship production method programs based on the internet of things communication realize the following steps when being executed by the processor:
obtaining parameter information of a fishing boat, and planning a production route of the fishing boat according to the parameter information of the fishing boat to obtain preset route planning information;
obtaining fishing gear parameter change information from preset terminal equipment based on the Internet of things, carrying out route correction on preset route plan information according to the fishing gear parameter change information to obtain preferred route information, and carrying out production operation according to the preferred route information;
acquiring actual fishing boat production operation position information, and leading the position information into a fishing boat production statistical system through preset terminal equipment for retrieval and analysis to obtain fishing boat operation condition information within a preset time period;
and performing operation analysis according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and sending the fishing boat operation planning information to preset terminal equipment for displaying.
In this scheme, carry out the operation analysis according to fishing boat operation condition information and current fishing boat parameter information, obtain fishing boat operation planning information, send fishing boat operation planning information to preset terminal equipment and show, specifically do:
judging whether fishing gear parameter information in the fishing boat operation condition information is consistent with the current fishing gear parameter information;
if the two types of the fishing boat are consistent, acquiring production operation time information and fishing amount estimation information in the fishing boat operation condition information;
calculating time according to the production operation time information to obtain production duration;
calculating the fishing efficiency according to the estimated fishing amount information and the production duration to obtain an estimated production efficiency value;
and if the production efficiency evaluation value is greater than a preset estimated value, analyzing the fishing boat operation condition information to obtain fishing boat operation planning information.
The third aspect of the invention also provides a computer-readable storage medium, wherein the computer-readable storage medium comprises a fishery ship production method program based on internet of things communication, and when the fishery ship production method program based on internet of things communication is executed by a processor, the steps of the fishery ship production method based on internet of things communication are realized.
The invention discloses a fishery ship production method, a fishery ship production system and a fishery ship production medium based on Internet of things communication. In addition, the invention obtains the information of the operation condition of other fishing boats in the preset time period by analyzing the current actual fishing boat production operation position information, thereby further accurately planning the current fishing boat operation condition, realizing efficient fishing boat production operation and improving the economic benefit of fishing boat production.
Drawings
FIG. 1 shows a flow chart of a fishery vessel production method based on Internet of things communication of the present invention;
FIG. 2 illustrates a flow chart of the present invention for obtaining pre-set route plan information;
FIG. 3 illustrates a flow chart for obtaining preferred route information according to the present invention;
FIG. 4 shows a block diagram of a fishery vessel production system based on Internet of things communication.
Detailed Description
In order that the above objects, features and advantages of the present invention can be more clearly understood, a more particular description of the invention will be rendered by reference to the appended drawings. It should be noted that the embodiments and features of the embodiments of the present application may be combined with each other without conflict.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention, however, the present invention may be practiced in other ways than those specifically described herein, and therefore the scope of the present invention is not limited by the specific embodiments disclosed below.
FIG. 1 shows a flow chart of a fishery vessel production method based on Internet of things communication.
As shown in fig. 1, a first aspect of the present invention provides a fishery ship production method based on internet of things communication, including:
s102, obtaining fishing boat parameter information, and planning a production route of a fishing boat according to the fishing boat parameter information to obtain preset route planning information;
s104, obtaining fishing gear parameter change information from preset terminal equipment based on the Internet of things, carrying out route correction on preset route plan information according to the fishing gear parameter change information to obtain preferred route information, and carrying out production operation according to the preferred route information;
s106, obtaining the position information of actual fishing boat production operation, and guiding the position information into a fishing boat production statistical system through preset terminal equipment for retrieval analysis to obtain fishing boat operation condition information in a preset time period;
and S108, performing operation analysis according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and sending the fishing boat operation planning information to preset terminal equipment for display.
It should be noted that the preset terminal device types include a computer terminal device and a mobile terminal device, and each fishing boat generally has one terminal device, and is connected with the fishing boat management center platform through the internet of things.
FIG. 2 illustrates a flow chart for obtaining pre-set route planning information in accordance with the present invention.
According to the embodiment of the invention, the obtaining of the fishing boat parameter information and the planning of the production route of the fishing boat according to the fishing boat parameter information to obtain the preset route planning information specifically comprise:
s202, obtaining a map model of a production area of the fishing boat;
s204, analyzing the fishing boat demand according to the fishing gear type and the fishing boat specification information in the fishing boat parameter information to obtain fishing boat production demand information;
s206, planning a fishing boat production route in the fishing boat production area map model according to the fishing boat production demand information to obtain a plurality of route information;
and S208, performing information arrangement on the plurality of pieces of route information to obtain preset route planning information.
It should be noted that the fishing gear types include trawling, gill, seine, fishing gear, etc., and the fishing regions suitable for different fishing gear types are different. The fishing boat demand analysis is carried out according to fishing gear types and fishing boat specification information in the fishing boat parameter information, and during fishing boat production demand information is obtained, the fishing boat production demand information comprises production fishing depth information, production fishing areas and the like. The fishing boat specifications comprise the size of the fishing boat, the draft and the like.
FIG. 3 illustrates a flow chart for obtaining preferred route information according to the present invention.
According to the embodiment of the invention, the method for obtaining the fishing gear parameter change information from the preset terminal equipment based on the Internet of things, carrying out route correction on the preset route plan information according to the fishing gear parameter change information to obtain the preferred route information, and carrying out production operation according to the preferred route information specifically comprises the following steps:
s302, obtaining fishing gear parameter change information;
s304, carrying out navigation area correction analysis according to the fishing gear parameter change information to obtain navigation area correction information;
and S306, carrying out route coverage area analysis and route correction on the preset route planning information according to the corrected information of the navigation area to obtain the preferred route information.
It should be noted that in the actual fishery production process, the fishing vessel is often selected to change the fishing gear due to some objective factors, for example, the target fishery resource is changed, and the fishing gear is worn and changed at regular time, and at this time, better route information needs to be screened out in the preset route planning information according to the change of the fishing gear, so as to adapt to the current fishing vessel, and thus the production efficiency of the fishing vessel is improved. The fishing tackle parameter change information is obtained from the preset terminal equipment based on the Internet of things, the preset terminal equipment inputs the fishing tackle change information, and the preset terminal equipment converts the fishing tackle change information into the fishing tackle parameter change information. And in the sailing area correction information obtained by carrying out sailing area correction analysis according to fishing gear parameter change information, as different fishing gears correspond to different fishing gears suitable for different water depths, offshore distances and the like in a production fishing area, the sailing area needs to be corrected when the fishing gear parameter change information is analyzed, and the optimal course information is screened out to adapt to the changes of different fishing gears.
According to the embodiment of the invention, the obtaining of the actual fishing boat production operation position information, the guiding of the position information into a fishing boat production statistical system through a preset terminal device for retrieval and analysis, and the obtaining of the fishing boat operation condition information in a preset time period specifically comprise:
carrying out fishing boat navigation and fishery production operation according to the preferred course information;
acquiring actual fishing boat production operation position information, and performing parameter conversion on the position information to obtain position parameters;
and importing the position parameters into a fishing boat production statistical system, retrieving historical fishing boat production records by the fishing boat production statistical system according to the position parameters, and retrieving and summarizing fishing boat operation information in a preset time period to obtain fishing boat operation condition information.
It should be noted that the preset time period is generally 30 to 50 days, and the fishing vessel operation condition information includes a specific fishing operation position point, a navigation route, production operation time, fishing vessel and fishing gear parameter information, production fishing amount, and the like of the fishing vessel. And importing the position parameters into a fishing vessel production statistical system, wherein the fishing vessel production statistical system carries out historical fishing vessel production record retrieval according to the position parameters, the fishing vessel production statistical system marks the current position parameters as central points in a range of 100-200 meters to obtain a marked range, and carries out data retrieval and summarization on other fishing vessel production operation records in the marked range to obtain fishing vessel operation condition information in the latest time period. According to the invention, through carrying out historical fishing boat fishing record analysis on the actual production operation position, the reasonable planning of the current fishing boat can be obtained, and the production efficiency of the fishing boat is improved.
According to the embodiment of the invention, the fishing boat production statistical system further comprises:
acquiring monitoring video data in the fishing boat operation period;
extracting video key frames according to the monitoring video data to obtain image frame data;
and performing data division on the image frame data according to time periods before and after the fishing boat operation to obtain first image frame data and second image frame data.
It should be noted that the monitoring video data is acquired through a high-definition camera device, each fishing boat is equipped with at least one high-definition camera device, and the high-definition camera devices are placed at fishing positions of the fishing boats. The fishing tackle parameter information is obtained by carrying out image analysis before fishing operation on the fishing boat and carrying out image analysis before the fishing operation on the fishing boat, and the fishing tackle parameter information can be obtained by analyzing the second image frame data.
According to the embodiment of the invention, the fishing boat production statistical system further comprises:
carrying out image noise reduction and smoothing pretreatment on the first image frame data and the second image frame data to obtain first enhanced image data and second enhanced image data;
analyzing and identifying the characteristic of the fishing gear image according to the first enhanced image data to obtain actual fishing gear parameter information;
performing characteristic analysis on the first enhanced image data on the fishing resource image, and performing reference comparison according to fishing gear characteristics to obtain estimated fishing amount information;
and importing the actual fishing gear parameter information, the estimated fishing catch amount information, the current fishing boat position information and the production operation time information into a fishing boat production statistical system for data storage.
It should be noted that the fishing boat production statistical system comprises a record retrieval system and a record database. The fishing boat production statistical system can rapidly search the historical fishing boat production condition of a certain position in a production area through the fishing boat production statistical system by acquiring the actual production condition of each fishing boat in real time and storing the production condition, so as to obtain the fishing boat operation condition information in a short period of time, thereby providing reference information for the current fishing boat production operation.
According to the embodiment of the invention, the operation analysis is carried out according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and the fishing boat operation planning information is sent to the preset terminal equipment for display, specifically:
judging whether fishing gear parameter information in the fishing boat operation condition information is consistent with the current fishing gear parameter information;
if the two types of the fishing boat are consistent, acquiring production operation time information and fishing amount estimation information in the fishing boat operation condition information;
calculating time according to the production operation time information to obtain production duration;
carrying out fishing efficiency calculation on the estimated fishing amount information and the production duration time to obtain a production efficiency estimated value;
and if the production efficiency evaluation value is greater than a preset estimated value, analyzing the fishing boat operation condition information to obtain fishing boat operation planning information.
The fishing vessel operation condition information generally includes condition information of a plurality of fishing vessels. The fishing boat operation condition information comprises specific fishing operation position points, navigation routes, production operation time, fishing gear parameter information of the fishing boat, production fishing amount and the like of the fishing boat. The fishing boat operation planning information comprises fishing boat production duration, navigation route information and the like.
Fig. 4 shows a block diagram of a fishery vessel production system based on internet of things communication according to the present invention.
The second aspect of the present invention also provides a fishery ship production system 4 based on internet of things communication, which includes: the fishery vessel production method based on the internet of things communication comprises a memory 41 and a processor 42, wherein the fishery vessel production method based on the internet of things communication comprises the following steps when the processor executes the fishery vessel production method based on the internet of things communication:
obtaining fishing boat parameter information, and planning a production route of a fishing boat according to the fishing boat parameter information to obtain preset route planning information;
obtaining fishing gear parameter change information from preset terminal equipment based on the Internet of things, carrying out route correction on preset route plan information according to the fishing gear parameter change information to obtain preferred route information, and carrying out production operation according to the preferred route information;
acquiring actual fishing boat production operation position information, and leading the position information into a fishing boat production statistical system through preset terminal equipment for retrieval and analysis to obtain fishing boat operation condition information within a preset time period;
and performing operation analysis according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and sending the fishing boat operation planning information to preset terminal equipment for displaying.
It should be noted that the preset terminal device types include a computer terminal device and a mobile terminal device, and each fishing boat generally has one terminal device, and is connected with the fishing boat management center platform through the internet of things.
According to the embodiment of the invention, the obtaining of the fishing boat parameter information and the planning of the production route of the fishing boat according to the fishing boat parameter information to obtain the preset route planning information specifically comprise:
obtaining a map model of a production area of a fishing boat;
analyzing the fishing boat demand according to the fishing gear type and the fishing boat specification information in the fishing boat parameter information to obtain fishing boat production demand information;
planning a fishing boat production route in a fishing boat production area map model according to the fishing boat production demand information to obtain a plurality of route information;
and performing information arrangement on the plurality of route information to obtain preset route planning information.
It should be noted that the fishing gear types include trawling, gill, seine, fishing gear, etc., and the fishing regions suitable for different fishing gear types are different. The fishing boat demand analysis is carried out according to fishing gear types and fishing boat specification information in the fishing boat parameter information, and during fishing boat production demand information is obtained, the fishing boat production demand information comprises production fishing depth information, production fishing areas and the like. The fishing boat specifications comprise the size of the fishing boat, the draft and the like.
According to the embodiment of the invention, the method for obtaining the fishing gear parameter change information from the preset terminal equipment based on the Internet of things, carrying out route correction on the preset route plan information according to the fishing gear parameter change information to obtain the preferred route information, and carrying out production operation according to the preferred route information comprises the following steps:
obtaining fishing gear parameter change information;
carrying out navigation area correction analysis according to fishing gear parameter change information to obtain navigation area correction information;
and carrying out route coverage area analysis and route correction on the preset route planning information according to the corrected information of the navigation area to obtain the preferred route information.
It should be noted that in the actual fishery production process, the fishing vessel is often selected to change the fishing gear due to some objective factors, for example, the target fishery resource is changed, and the fishing gear is worn and replaced or changed at regular time, and at this time, better course information needs to be screened out in the preset course planning information according to the change of the fishing gear, so as to adapt to the current fishing vessel, and thus the production efficiency of the fishing vessel is improved. The fishing tackle parameter change information is obtained from the preset terminal equipment based on the Internet of things, the preset terminal equipment inputs the fishing tackle change information, and the preset terminal equipment converts the fishing tackle change information into the fishing tackle parameter change information. And in the sailing area correction information obtained by carrying out sailing area correction analysis according to fishing gear parameter change information, as different fishing gears correspond to different fishing gears suitable for different water depths, offshore distances and the like in a production fishing area, the sailing area needs to be corrected when the fishing gear parameter change information is analyzed, and the optimal course information is screened out to adapt to the changes of different fishing gears.
According to the embodiment of the invention, the obtaining of the actual fishing boat production operation position information, the guiding of the position information into a fishing boat production statistical system through a preset terminal device for retrieval and analysis, and the obtaining of the fishing boat operation condition information in a preset time period specifically comprise:
carrying out fishing boat navigation and fishery production operation according to the preferred course information;
acquiring actual fishing boat production operation position information, and performing parameter conversion on the position information to obtain position parameters;
and importing the position parameters into a fishing boat production statistical system, retrieving historical fishing boat production records by the fishing boat production statistical system according to the position parameters, and retrieving and summarizing fishing boat operation information in a preset time period to obtain fishing boat operation condition information.
It should be noted that the preset time period is generally 30 to 50 days, and the fishing vessel operation condition information includes a specific fishing operation position point, a navigation route, production operation time, fishing vessel and fishing gear parameter information, production fishing amount, and the like of the fishing vessel. And importing the position parameters into a fishing vessel production statistical system, wherein the fishing vessel production statistical system carries out historical fishing vessel production record retrieval according to the position parameters, the fishing vessel production statistical system marks the current position parameters as central points in a range of 100-200 meters to obtain a marked range, and carries out data retrieval and summarization on other fishing vessel production operation records in the marked range to obtain fishing vessel operation condition information in the latest time period. According to the invention, through carrying out historical fishing boat fishing record analysis on the actual production operation position, the reasonable planning of the current fishing boat can be obtained, and the production efficiency of the fishing boat is improved.
According to the embodiment of the invention, the fishing boat production statistical system further comprises:
acquiring monitoring video data in the fishing boat operation period;
extracting video key frames according to the monitoring video data to obtain image frame data;
and performing data division on the image frame data according to time periods before and after the fishing boat operation to obtain first image frame data and second image frame data.
It should be noted that the monitoring video data is acquired through a high-definition camera device, each fishing boat is equipped with at least one high-definition camera device, and the high-definition camera devices are placed at fishing positions of the fishing boats. The fishing tackle parameter information is obtained by carrying out image analysis before fishing operation on the fishing boat and carrying out image analysis before the fishing operation on the fishing boat, and the fishing tackle parameter information can be obtained by analyzing the second image frame data.
According to the embodiment of the invention, the fishing boat production statistical system further comprises:
carrying out image noise reduction and smoothing pretreatment on the first image frame data and the second image frame data to obtain first enhanced image data and second enhanced image data;
analyzing and identifying the characteristic of the fishing gear image according to the first enhanced image data to obtain actual fishing gear parameter information;
performing characteristic analysis on the first enhanced image data on the fishing resource image, and performing reference comparison according to fishing gear characteristics to obtain estimated fishing amount information;
and importing the actual fishing gear parameter information, the estimated fishing catch amount information, the current fishing boat position information and the production operation time information into a fishing boat production statistical system for data storage.
It should be noted that the fishing boat production statistical system comprises a record retrieval system and a record database. The fishing boat production statistical system can rapidly search the historical fishing boat production condition of a certain position in a production area through the fishing boat production statistical system by acquiring the actual production condition of each fishing boat in real time and storing the production condition, so as to obtain the fishing boat operation condition information in a short period of time, thereby providing reference information for the current fishing boat production operation.
According to the embodiment of the invention, the operation analysis is carried out according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and the fishing boat operation planning information is sent to the preset terminal equipment for display, specifically:
judging whether fishing gear parameter information in the fishing boat operation condition information is consistent with the current fishing gear parameter information;
if the two types of the fishing boat are consistent, acquiring production operation time information and fishing amount estimation information in the fishing boat operation condition information;
calculating time according to the production operation time information to obtain production duration;
carrying out fishing efficiency calculation on the estimated fishing amount information and the production duration time to obtain a production efficiency estimated value;
and if the production efficiency evaluation value is greater than a preset estimated value, analyzing the fishing boat operation condition information to obtain fishing boat operation planning information.
The fishing vessel operation condition information generally includes condition information of a plurality of fishing vessels. The fishing boat operation condition information comprises specific fishing operation position points, navigation routes, production operation time, fishing gear parameter information of the fishing boat, production fishing amount and the like of the fishing boat. The fishing boat operation planning information comprises fishing boat production duration, navigation route information and the like.
The third aspect of the invention also provides a computer-readable storage medium, wherein the computer-readable storage medium comprises a fishery vessel production method program based on internet of things communication, and when the fishery vessel production method program based on internet of things communication is executed by a processor, the steps of the fishery vessel production method based on internet of things communication are realized.
The invention discloses a fishery ship production method, system and medium based on Internet of things communication. In addition, the invention obtains the information of the operation condition of other fishing boats in the preset time period by analyzing the current actual fishing boat production operation position information, thereby further accurately planning the current fishing boat operation condition, realizing efficient fishing boat production operation and improving the economic benefit of fishing boat production.
In the several embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. The above-described device embodiments are merely illustrative, for example, the division of the unit is only a logical functional division, and there may be other division ways in actual implementation, such as: multiple units or components may be combined, or may be integrated into another system, or some features may be omitted, or not implemented. In addition, the coupling, direct coupling or communication connection between the components shown or discussed may be through some interfaces, and the indirect coupling or communication connection between the devices or units may be electrical, mechanical or other forms.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units; can be located in one place or distributed on a plurality of network units; some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, all the functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be separately regarded as one unit, or two or more units may be integrated into one unit; the integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional unit.
Those of ordinary skill in the art will understand that: all or part of the steps for realizing the method embodiments can be completed by hardware related to program instructions, the program can be stored in a computer readable storage medium, and the program executes the steps comprising the method embodiments when executed; and the aforementioned storage medium includes: a mobile storage device, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and various media capable of storing program codes.
Alternatively, the integrated unit of the present invention may be stored in a computer-readable storage medium if it is implemented in the form of a software functional module and sold or used as a separate product. Based on such understanding, the technical solutions of the embodiments of the present invention may be essentially implemented or a part contributing to the prior art may be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the methods described in the embodiments of the present invention. And the aforementioned storage medium includes: a removable storage device, a ROM, a RAM, a magnetic or optical disk, or various other media that can store program code.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention, and all the changes or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the appended claims.
Claims (8)
1. A fishery ship production method based on Internet of things communication is characterized by comprising the following steps:
obtaining parameter information of a fishing boat, and planning a production route of the fishing boat according to the parameter information of the fishing boat to obtain preset route planning information;
obtaining fishing gear parameter change information from preset terminal equipment based on the Internet of things, carrying out route correction on preset route plan information according to the fishing gear parameter change information to obtain preferred route information, and carrying out production operation according to the preferred route information;
acquiring actual fishing boat production operation position information, and leading the position information into a fishing boat production statistical system through preset terminal equipment for retrieval and analysis to obtain fishing boat operation condition information within a preset time period;
performing operation analysis according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and sending the fishing boat operation planning information to preset terminal equipment for display;
the method comprises the following steps of obtaining fishing boat parameter information, planning a production route of the fishing boat according to the fishing boat parameter information to obtain preset route planning information, and specifically comprises the following steps:
obtaining a map model of a production area of a fishing boat;
analyzing the fishing boat demand according to the fishing gear type and the fishing boat specification information in the fishing boat parameter information to obtain fishing boat production demand information;
planning a fishing boat production route in a fishing boat production area map model according to the fishing boat production demand information to obtain a plurality of route information;
the multiple pieces of route information are subjected to information arrangement to obtain preset route planning information;
the method comprises the steps of obtaining fishing gear parameter change information from preset terminal equipment based on the Internet of things, carrying out route correction on preset route plan information according to the fishing gear parameter change information to obtain preferred route information, and carrying out production operation according to the preferred route information, and specifically comprises the following steps:
obtaining fishing gear parameter change information;
performing navigation area correction analysis according to the fishing gear parameter change information to obtain navigation area correction information;
and according to the corrected information of the navigation area, carrying out route coverage area analysis and route correction on the preset route plan information to obtain the preferred route information.
2. The fishery vessel production method based on internet of things communication according to claim 1, wherein the position information of actual fishery production operation is obtained, the position information is guided into a fishery production statistical system through a preset terminal device for retrieval and analysis, and fishery vessel operation condition information in a preset time period is obtained, specifically:
carrying out fishing boat navigation and fishery production operation according to the preferred course information;
acquiring actual fishing boat production operation position information, and performing parameter conversion on the position information to obtain position parameters;
and importing the position parameters into a fishing boat production statistical system, retrieving historical fishing boat production records by the fishing boat production statistical system according to the position parameters, and retrieving and summarizing fishing boat operation information in a preset time period to obtain fishing boat operation condition information.
3. The fishery vessel production method based on internet of things communication according to claim 1, wherein the fishery vessel production statistical system further comprises:
acquiring monitoring video data in the fishing boat operation period;
extracting video key frames according to the monitoring video data to obtain image frame data;
and performing data division on the image frame data according to time periods before and after the fishing boat operation to obtain first image frame data and second image frame data.
4. The fishery vessel production method based on internet of things communication according to claim 3, wherein the fishery vessel production statistical system further comprises:
carrying out image noise reduction and smoothing pretreatment on the first image frame data and the second image frame data to obtain first enhanced image data and second enhanced image data;
analyzing and identifying the characteristic of the fishing gear image according to the first enhanced image data to obtain actual fishing gear parameter information;
performing characteristic analysis on the first enhanced image data on the fishing resource image, and performing reference comparison according to fishing gear characteristics to obtain estimated fishing amount information;
and importing the actual fishing gear parameter information, the estimated fishing catch amount information, the current fishing boat position information and the production operation time information into a fishing boat production statistical system for data storage.
5. The fishery ship production method based on internet of things communication according to claim 1, wherein the operation analysis is performed according to the fishing vessel operation condition information and the current fishing vessel parameter information to obtain fishing vessel operation planning information, and the fishing vessel operation planning information is sent to a preset terminal device to be displayed, specifically:
judging whether fishing gear parameter information in the fishing boat operation condition information is consistent with the current fishing gear parameter information;
if the two types of the fishing boat are consistent, acquiring production operation time information and fishing amount estimation information in the fishing boat operation condition information;
calculating time according to the production operation time information to obtain production duration;
carrying out fishing efficiency calculation on the estimated fishing amount information and the production duration time to obtain a production efficiency estimated value;
and if the production efficiency evaluation value is greater than a preset estimated value, analyzing the fishing boat operation condition information to obtain fishing boat operation planning information.
6. The utility model provides a fishery ship production system based on thing communication networking which characterized in that, this system includes: the fishery ship production method based on the internet of things communication comprises a memory and a processor, wherein the memory comprises fishery ship production method programs based on the internet of things communication, and the fishery ship production method programs based on the internet of things communication realize the following steps when being executed by the processor:
obtaining fishing boat parameter information, and planning a production route of a fishing boat according to the fishing boat parameter information to obtain preset route planning information;
obtaining fishing gear parameter change information from preset terminal equipment based on the Internet of things, carrying out route correction on preset route plan information according to the fishing gear parameter change information to obtain preferred route information, and carrying out production operation according to the preferred route information;
acquiring actual fishing boat production operation position information, and leading the position information into a fishing boat production statistical system through preset terminal equipment for retrieval and analysis to obtain fishing boat operation condition information within a preset time period;
and performing operation analysis according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and sending the fishing boat operation planning information to preset terminal equipment for displaying.
7. The fishery ship production system based on internet of things communication according to claim 6, wherein the operation analysis is performed according to the fishing boat operation condition information and the current fishing boat parameter information to obtain fishing boat operation planning information, and the fishing boat operation planning information is sent to a preset terminal device to be displayed, specifically:
judging whether fishing gear parameter information in the fishing boat operation condition information is consistent with the current fishing gear parameter information;
if the two types of the fishing boat are consistent, acquiring production operation time information and fishing amount estimation information in the fishing boat operation condition information;
calculating time according to the production operation time information to obtain production duration;
carrying out fishing efficiency calculation on the estimated fishing amount information and the production duration time to obtain a production efficiency estimated value;
and if the production efficiency evaluation value is greater than a preset estimated value, analyzing the fishing boat operation condition information to obtain fishing boat operation planning information.
8. A computer-readable storage medium, characterized in that the computer-readable storage medium includes a fishery vessel production method program based on internet of things communication, and when the fishery vessel production method program based on internet of things communication is executed by a processor, the steps of the fishery vessel production method based on internet of things communication according to any one of claims 1 to 5 are realized.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202211451975.7A CN115496307B (en) | 2022-11-21 | 2022-11-21 | Fishery ship production method, system and medium based on Internet of things communication |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202211451975.7A CN115496307B (en) | 2022-11-21 | 2022-11-21 | Fishery ship production method, system and medium based on Internet of things communication |
Publications (2)
Publication Number | Publication Date |
---|---|
CN115496307A CN115496307A (en) | 2022-12-20 |
CN115496307B true CN115496307B (en) | 2023-03-24 |
Family
ID=85116268
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202211451975.7A Active CN115496307B (en) | 2022-11-21 | 2022-11-21 | Fishery ship production method, system and medium based on Internet of things communication |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN115496307B (en) |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2005162117A (en) * | 2003-12-04 | 2005-06-23 | National Maritime Research Institute | Voyage planning support system |
CN108288230A (en) * | 2018-01-22 | 2018-07-17 | 无锡职业技术学院 | The fishery system of long range fishing operation is carried out using Internet of Things big data |
CN115359386A (en) * | 2022-08-03 | 2022-11-18 | 中国水产科学研究院南海水产研究所 | Safe fishing method, system and medium for oceanic fishery based on Internet of things |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102833680B (en) * | 2012-09-11 | 2014-09-24 | 中国水产科学研究院东海水产研究所 | Position-based marine fishery information serving method |
CN113673776A (en) * | 2021-08-26 | 2021-11-19 | 黑龙江万佳诚科技有限公司 | Planning management method for ship route |
CN115294463A (en) * | 2022-06-30 | 2022-11-04 | 闽南理工学院 | Fish condition visualization method and related equipment |
CN115293658B (en) * | 2022-10-08 | 2023-03-24 | 中国水产科学研究院南海水产研究所 | Fishery resource planning method and system based on big data |
-
2022
- 2022-11-21 CN CN202211451975.7A patent/CN115496307B/en active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2005162117A (en) * | 2003-12-04 | 2005-06-23 | National Maritime Research Institute | Voyage planning support system |
CN108288230A (en) * | 2018-01-22 | 2018-07-17 | 无锡职业技术学院 | The fishery system of long range fishing operation is carried out using Internet of Things big data |
CN115359386A (en) * | 2022-08-03 | 2022-11-18 | 中国水产科学研究院南海水产研究所 | Safe fishing method, system and medium for oceanic fishery based on Internet of things |
Also Published As
Publication number | Publication date |
---|---|
CN115496307A (en) | 2022-12-20 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN112578725B (en) | Fishery water aquaculture facility safety early warning system and method based on Internet of things | |
CN110910901A (en) | Emotion recognition method and device, electronic equipment and readable storage medium | |
CN109685086B (en) | Marine vessel operation state identification method, device, equipment and storage medium | |
CN114494837A (en) | Intelligent density identification method and system for fishery resources | |
CN115359386A (en) | Safe fishing method, system and medium for oceanic fishery based on Internet of things | |
CN115456490B (en) | Fishery resource data analysis method and system based on geographic information | |
CN115294804B (en) | Submarine cable safety early warning method and system based on ship state monitoring | |
CN115423225A (en) | Fishing port operation management method and system based on big data | |
CN116227745B (en) | Big data-based research and analysis method and system for fishing vessels | |
CN113076935B (en) | Supervision method, device, server and medium based on image recognition | |
CN109389186A (en) | VMS set gill net fishing boat net time extracting method based on DBSCAN | |
CN113591540A (en) | Method and system for monitoring and early warning illegal fishing in fishery | |
CN115909221A (en) | Image recognition method, system, computer device and readable storage medium | |
CN117688480B (en) | Bridge damage identification method based on damage frequency panorama and random forest | |
CN115496307B (en) | Fishery ship production method, system and medium based on Internet of things communication | |
CN112905729B (en) | Thermodynamic diagram generation method and device for track data, electronic equipment and storage medium | |
CN117095216B (en) | Model training method, system, equipment and medium based on countermeasure generation network | |
CN116226435B (en) | Cross-modal retrieval-based association matching method for remote sensing image and AIS information | |
Northridge et al. | Preliminary estimates of seabird bycatch by UK vessels in UK and adjacent waters | |
Kai | Spatio-temporal model for CPUE standardization: Application of blue shark caught by Japanese offshore and distant water shallow-set longliner in the western Pacific | |
CN116384597A (en) | Dynamic prediction method and system for port entering and exiting of fishing port ship based on geographic information system | |
CN116016288A (en) | Flow monitoring method, device, equipment and storage medium of industrial equipment | |
CN111586556B (en) | Fishing boat positioning method and device based on group clustering analysis | |
CN106912066A (en) | The computational methods and device of a kind of KPI Key Performance Indicator | |
CN110796288A (en) | Information pushing method and device and storage medium |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |