CN115565093A - A Quantitative Evaluation Method and System for Air Cruise Reachable Domain of Maritime Aircraft - Google Patents
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Abstract
本发明涉及一种海事飞机空中巡航可达域的量化评估方法与系统,该量化评估系统包括巡航航线管理模块、巡航目标管理模块、巡航任务管理模块、巡航可视域分析模块、巡航覆盖评价模块。本发明基于海事飞机飞行位置的经纬度坐标和高度信息,结合海事监管管辖水域和监管对象分布特点,其能够实现海事飞机空中单架次巡航可视域的空间量化评价,能够综合区域船舶密度、事故发生情况、水域管辖类型等进行对区域优先等级划分,能够自动统计和分析选定时间内不同区域海事飞机空中巡航强度,能够根据巡航强度和区域优先等级差异自动调整巡航任务,实时提醒海事管理工作者对巡航任务进行优化。
The present invention relates to a quantitative evaluation method and system for the reachable area of maritime aircraft air cruise. The quantitative evaluation system includes a cruise route management module, a cruise target management module, a cruise task management module, a cruise visual domain analysis module, and a cruise coverage evaluation module. . Based on the longitude and latitude coordinates and height information of the flight position of the maritime aircraft, combined with the distribution characteristics of the waters under the jurisdiction of the maritime supervision and the supervision objects, it can realize the spatial quantitative evaluation of the visual domain of a single sortie cruise in the air of the maritime aircraft, and can comprehensively integrate the density of ships in the area and the occurrence of accidents. According to the situation, the type of water area jurisdiction, etc., the regional priority is divided, and it can automatically count and analyze the air cruising intensity of maritime aircraft in different areas within a selected time period, and can automatically adjust the cruising task according to the cruising intensity and regional priority differences, and remind maritime management workers in real time Optimize cruise missions.
Description
技术领域technical field
本发明涉及海事空中巡航管理技术领域,特别涉及一种海事飞机空中巡航可达域的量化评估方法与系统。The invention relates to the technical field of maritime air cruise management, in particular to a quantitative evaluation method and system for the reachable domain of maritime aircraft air cruise.
背景技术Background technique
海事巡航是维护我国海洋权益、保障船舶航行安全、保障水上重要作业和活动安全、监测海洋环境的重要措施。飞机作为航程最远、视野最广、速度最快的海事巡航力量,承担了我国中远海海域海事巡航的主要工作。然而由于运营费用高昂和航行线路缺乏灵活性的特点,飞机巡航覆盖范围较为有限。同时,随着政府高质量发展要求,巡航保障资金日趋紧张,空中巡航架次无法增多。因此,针对有限的飞机巡航能力,量化评价其空中巡航可视域,实现对巡航需求最强烈区域(如事故多发、船舶最密集、航道最重要)的强度评价和精准覆盖,实现基于可视域评价的巡航量化管理,对在有限资金下开展高质量巡航监管意义重大。Maritime cruising is an important measure to safeguard my country's maritime rights and interests, ensure the safety of ships' navigation, ensure the safety of important water operations and activities, and monitor the marine environment. As the maritime cruising force with the longest voyage, the widest field of vision and the fastest speed, aircraft undertakes the main work of maritime cruising in my country's COSCO Sea. However, due to the high operating costs and the lack of flexibility of the flight routes, the coverage of aircraft cruises is relatively limited. At the same time, with the government's high-quality development requirements, cruise support funds are becoming increasingly tight, and the number of air cruises cannot be increased. Therefore, aiming at the limited aircraft cruise capability, quantitatively evaluate its air cruise visual area, realize the strength evaluation and accurate coverage of areas with the strongest cruise demand (such as accident-prone, most densely packed ships, and most important waterways), and realize based on visual area The cruise quantitative management of evaluation is of great significance to the development of high-quality cruise supervision with limited funds.
目前,飞机空中巡航管理主要包括巡航计划制定、巡航任务执行和巡航覆盖情况评价三个环节。巡航计划是依据历史巡航航线结合当年资金预算基于经验而定。一般由区域海巡执法总队确定十余条航线,编制巡航计划并绘制示意图发布。由于审批等原因,巡航航线基本固定,分别由4-14个数量不等的坐标点对串联组成。各航线的巡航频次参考上年船舶碰撞位置、非法排污时间位置等趋势根据经验制定。日常巡航管理是根据巡航计划进行巡航任务执行,并由空巡大队管理人员记录飞机对各航线的飞行时间、单次巡航里程和发现违法行为及其处置措施,并形成台账。巡航覆盖情况评价多以基于台账的巡航总里程、巡航总架次、发现违法行为总数量等数值静态统计为主,缺乏基于时空位置量化可视的评价和表达,只能以飞机为单元,查询单一架次的飞行时间、飞行里程、查获问题情况,统计飞行总架次、时间、里程,无法以空间目标水域为核心,分析各水域的一定时间段内巡航频次,统计巡航强度分布情况,也不能量化分析巡航强度的分布与船舶密度分布、水上事故分布的一致性,不能对巡航航线的优化提供建议,也无法根据巡航需求的调整自动计算并生成任务。At present, aircraft air cruise management mainly includes three links: cruise plan formulation, cruise mission execution, and cruise coverage evaluation. The cruising plan is based on historical cruising routes combined with the current year's capital budget based on experience. Generally, the regional sea patrol and law enforcement corps will determine more than ten routes, prepare a cruise plan and draw a schematic diagram for release. Due to approval and other reasons, the cruising routes are basically fixed, which are composed of 4-14 coordinate point pairs of varying numbers in series. The cruising frequency of each route is formulated based on experience with reference to trends such as ship collision positions and illegal sewage discharge time and positions in the previous year. Daily cruising management is to carry out cruising tasks according to the cruising plan, and the management personnel of the air patrol brigade will record the flight time of the aircraft on each route, the mileage of a single cruising, and the discovery of illegal acts and their disposal measures, and form a ledger. The evaluation of cruising coverage is mostly based on numerical static statistics such as the total mileage of cruising, the total number of cruising, and the total number of illegal activities found based on ledgers. It lacks quantitative and visual evaluation and expression based on time-space position, and can only use aircraft as a unit to query The flight time, flight mileage, and seized problems of a single sortie can be counted on the total number of flight sorties, time, and mileage. It is impossible to analyze the cruise frequency in a certain period of time in each water area with the space target waters as the core, and to count the cruise intensity distribution. Analyzing the consistency between the distribution of cruising intensity and the distribution of ship density and the distribution of water accidents cannot provide suggestions for the optimization of cruising routes, nor can it automatically calculate and generate tasks according to the adjustment of cruising requirements.
发明内容Contents of the invention
本发明要解决的技术问题是针对上述不足,提供一种海事飞机空中巡航可达域的量化评估方法与系统。The technical problem to be solved by the present invention is to provide a quantitative evaluation method and system for the reachable range of maritime aircraft air cruise in view of the above-mentioned deficiencies.
本发明是通过以下技术方案实现的:The present invention is achieved through the following technical solutions:
一种海事飞机空中巡航可达域的量化评估方法,该量化评估方法包括以下步骤:A method for quantitatively evaluating the reachable domain of maritime aircraft air cruise, the method for quantitatively evaluating comprises the following steps:
(1)采集航线空间信息,对其进行空间标注,形成航线轨迹;(1) Collect the spatial information of the route, mark it spatially, and form the route trajectory;
(2)将所述航线轨迹作为二维线空间点数据,按照时间次序连接飞行轨迹点数据,形成二维线数据,作为飞行路线图层;(2) Using the route track as two-dimensional line space point data, connecting the flight track point data in time order to form two-dimensional line data as the flight route layer;
(3)采用中心投影的方法,计算所述航线轨迹中单个节点所对应的可视宽度;(3) Using the central projection method, calculate the visible width corresponding to a single node in the route trajectory;
(4)按照所述可视宽度建立变宽缓冲区,生成单条所述航线轨迹的可视域;(4) Establish a variable-width buffer zone according to the visible width, and generate the visible area of a single route track;
(5)对于多条所述航线轨迹,将所述航线轨迹的编号赋值给对应的可视域;(5) For multiple flight tracks, assign the number of the flight track to the corresponding visual domain;
(6)将每条可视域的矢量数据转为最小空间单元大小的栅格数据;(6) Convert the vector data of each field of view into raster data of the smallest spatial unit size;
(7)将统计时间范围内的可视域的所述栅格数据进行叠加求和,获得海域内每个栅格点上的巡航频次,得到基于小尺度格网的巡航强度图层;(7) Superimposing and summing the grid data of the visible domain within the statistical time range, obtaining the cruise frequency on each grid point in the sea area, and obtaining the cruise intensity layer based on the small-scale grid;
(8)综合船舶密度、事故分布、功能类别、管辖归属和权益类别对水域监管区域进行划分,形成巡航目标水域图层;将所述巡航目标水域图层与所述巡航强度图层进行叠加,根据所述巡航目标水域图层对海域巡航进行统计分析,获得各类水域的覆盖面积比例、覆盖次数及占比。(8) Divide the water area supervision area based on ship density, accident distribution, functional category, jurisdiction and rights and interests, and form a cruise target waters layer; superimpose the cruise target waters layer with the cruise intensity layer, According to the cruising target waters layer, the sea area cruise is statistically analyzed, and the coverage area ratio, coverage frequency and proportion of various water areas are obtained.
进一步的,所述的量化评估方法,该量化评估方法还包括以下步骤:Further, the quantitative evaluation method, the quantitative evaluation method also includes the following steps:
(9)将评估结果以专题地图和图表的形式进行展现。(9) Present the evaluation results in the form of thematic maps and charts.
进一步的,所述的量化评估方法,所述步骤(1)中,所述航线轨迹为一系列的按时间顺序衔接的坐标,所述坐标包括某时刻飞机所处的经度、纬度和高度。Further, in the quantitative evaluation method, in the step (1), the route trajectory is a series of coordinates connected in time order, and the coordinates include the longitude, latitude and altitude of the aircraft at a certain moment.
进一步的,所述的量化评估方法,所述步骤(2)中,所述二维线空间点数据包括飞机的相对高度和时间,Further, in the quantitative evaluation method, in the step (2), the two-dimensional line space point data includes the relative height and time of the aircraft,
相对高度,Relative height ,
其中,为飞机在时刻的高度坐标,为巡航海域高程。in, for the plane in the altitude coordinates of the moment, is the elevation of the cruising sea area.
进一步的,所述的量化评估方法,所述步骤(3)中,所述可视宽度,Further, in the quantitative evaluation method, in the step (3), the visible width ,
其中,为相机焦距,为相机成像幅宽,为飞机在时刻的相对高度,为时刻的可视宽度。in, is the focal length of the camera, is the image width of the camera, for the plane in the relative height of the moment, for The visible width of the moment.
进一步的,所述的量化评估方法,所述步骤(4)还包括:Further, in the quantitative evaluation method, the step (4) also includes:
a)计算航线角度 ,a) Calculate route angle ,
其中,、分别为飞机在、时刻的纬度,、分别为飞机在、时刻的经度;in, , respectively for the aircraft in , the latitude of the moment, , respectively for the aircraft in , the longitude of the moment;
b)对于所述航线轨迹的起始点,做起始点与第二个轨迹点连线的垂线,在垂线上垂足两侧分别取起始点的可视宽度的一半长度的端点作为可视域边界点;对于非起始点,做非起始点与前一个轨迹点连线的垂线,在垂线上垂足两侧分别取非起始点的可视宽度的一半长度的端点作为可视域边界点;b) For the starting point of the route track, make a vertical line connecting the starting point and the second track point, and take the end points of half the visible width of the starting point on both sides of the vertical line as visible Domain boundary point; for the non-starting point, make a vertical line connecting the non-starting point and the previous track point, and take the endpoints of half the visible width of the non-starting point as the visible domain on both sides of the perpendicular foot boundary point;
c)计算时刻的可视域左侧边界点坐标(,)和可视域右侧边界点坐标(,),c) calculate The coordinates of the left boundary point of the visual domain at the moment ( , ) and the coordinates of the boundary point on the right side of the viewing domain ( , ),
, , , ,
, , , ,
其中,为飞机在时刻的纬度,为飞机在时刻的经度,为时刻的可视宽度;in, for the plane in the latitude of the moment, for the plane in the longitude of the moment, for The visible width of the moment;
d)按照时间顺序连接可视域左侧边界点和可视域右侧边界点,并连接第一个轨迹点两侧的可视域边界点,和最后一个轨迹点两侧的可视域边界点,形成一个封闭的多边形,即生成单条航线轨迹的可视域。d) Connect the left boundary point of the visual domain and the right boundary point of the visual domain in chronological order, and connect the visual domain boundary points on both sides of the first trajectory point, and the visual domain boundary on both sides of the last trajectory point points to form a closed polygon, that is, the viewable domain for generating a single route trajectory.
一种海事飞机空中巡航可达域的量化评估系统,用于实现如上述所述的量化评估方法,该量化评估系统包括巡航航线管理模块、巡航目标管理模块、巡航任务管理模块、巡航可视域分析模块、巡航覆盖评价模块,其中,A quantitative evaluation system for the reachable range of maritime aircraft air cruise, which is used to realize the quantitative evaluation method as described above, the quantitative evaluation system includes a cruise route management module, a cruise target management module, a cruise task management module, and a cruise visual domain Analysis module, cruise coverage evaluation module, wherein,
巡航航线管理模块用于空中巡航航线的综合管理;The cruise route management module is used for comprehensive management of air cruise routes;
巡航目标管理模块用于对空中巡航的监管目标的量化综合管理;The cruise target management module is used for quantitative and comprehensive management of air cruise regulatory targets;
巡航任务管理模块用于对空中巡航任务的来源、计划、执行和评价进行综合管理;The cruise task management module is used to comprehensively manage the source, plan, execution and evaluation of air cruise tasks;
巡航可视域分析模块用于量化统计空中巡航对地面的实际覆盖强度;The cruise visibility analysis module is used to quantify and count the actual coverage strength of air cruise on the ground;
巡航覆盖评价模块用于将量化得到的空中巡航覆盖强度与目标比较对空中巡航工作进行比较分析并综合评价。The cruise coverage evaluation module is used to compare the air cruise coverage strength obtained by quantification with the target, and conduct comparative analysis and comprehensive evaluation of the air cruise work.
进一步的,所述的量化评估系统,所述巡航航线管理模块包括巡航航线档案管理模块、巡航航线管理模块、飞机位置信息采集模块和航行日志管理模块;所述巡航目标管理模块包括基本信息接入模块和巡航目标分级分类管理模块;所述巡航任务管理模块包括年度巡航任务维护模块、目标安全风险预警与临时飞行计划生成模块和查获问题结果记录模块。Further, in the quantitative evaluation system, the cruising route management module includes a cruising route file management module, a cruising route management module, an aircraft position information collection module and a flight log management module; the cruising target management module includes a basic information access module and cruise target classification management module; the cruise task management module includes an annual cruise task maintenance module, a target safety risk warning and temporary flight plan generation module, and a problem finding result recording module.
进一步的,所述的量化评估系统,所述基本信息接入模块包括基本海图管理模块、船舶AIS位置接入模块、船舶事故信息接入模块和水上险情信息录入模块。Further, in the quantitative evaluation system, the basic information access module includes a basic chart management module, a ship AIS position access module, a ship accident information access module, and a water danger information input module.
进一步的,所述的量化评估系统,所述巡航可视域分析模块包括单架次巡航可视域空间量化分析模块和单架次巡航目标可视能力空间量化分析模块;所述巡航覆盖评价模块包括巡航总可视域分析模块、对巡航目标的覆盖强度评价模块和飞行日志统计模块。Further, in the quantitative evaluation system, the cruise visual domain analysis module includes a single sortie cruise visual domain space quantitative analysis module and a single sortie cruise target visual ability space quantitative analysis module; the cruise coverage evaluation module includes cruise Total visibility analysis module, coverage intensity evaluation module for cruise targets and flight log statistics module.
本发明的优点与效果是:Advantage and effect of the present invention are:
本发明提供的一种海事飞机空中巡航可达域的量化评估方法与系统,基于海事飞机飞行位置的经纬度坐标和高度信息,结合海事监管管辖水域和监管对象分布特点,其能够实现海事飞机空中单架次巡航可视域的空间量化评价,能够综合区域船舶密度、事故发生情况、水域管辖类型等进行对区域优先等级划分,能够自动统计和分析选定时间内不同区域海事飞机空中巡航强度,能够根据巡航强度和区域优先等级差异自动调整巡航任务,实时提醒海事管理工作者对巡航任务进行优化。本发明可有效弥补现有海事空中巡航计划制定决策支撑不足,避免盲目巡航、重复巡航、遗漏巡航,较好地提高巡航的有效性。The present invention provides a method and system for quantitative evaluation of the reachable area of maritime aircraft air cruise, based on the latitude and longitude coordinates and height information of the flight position of the maritime aircraft, combined with the distribution characteristics of the waters under the jurisdiction of maritime supervision and the supervision objects, it can realize single air navigation of maritime aircraft. The spatial quantitative evaluation of the visual domain of sorties cruise can comprehensively divide regional ship density, accident occurrence, water area jurisdiction type, etc., and can automatically count and analyze the air cruising intensity of maritime aircraft in different regions within a selected time period. Cruise intensity and regional priority differences automatically adjust cruise tasks, and remind maritime management workers to optimize cruise tasks in real time. The invention can effectively make up for the lack of decision-making support for the existing maritime air cruising plan, avoid blind cruising, repeated cruising, and missed cruising, and better improve the effectiveness of cruising.
附图说明Description of drawings
图1示出本发明提供的海事飞机空中巡航可达域的量化评估方法的技术路线流程图;Fig. 1 shows the technical route flowchart of the quantitative evaluation method of the maritime aircraft air cruise reachable domain provided by the present invention;
图2示出本发明提供的量化评估方法的实施例1的计算可视宽度的示意图;Figure 2 shows a schematic diagram of calculating the visible width of
图3示出本发明提供的实施例1的计算可视域的示意图;FIG. 3 shows a schematic diagram of the computing visual domain of
图4示出本发明提供的实施例1的步骤(7)的叠加示意图;Figure 4 shows a superimposed schematic diagram of step (7) of Example 1 provided by the present invention;
图5示出本发明提供的实施例1的步骤(8)的叠加示意图;Figure 5 shows a superimposed schematic diagram of step (8) of Example 1 provided by the present invention;
图6示出本发明提供的实施例1的量化评价结果的表格图;Fig. 6 shows the tabular diagram of the quantitative evaluation result of
图7示出本发明提供的实施例1的量化评价结果的饼状图。Fig. 7 shows a pie chart of the quantitative evaluation results of Example 1 provided by the present invention.
具体实施方式detailed description
为使本发明实施的目的、技术方案和优点更加清楚,下面结合本发明实施例中的附图,对本发明实施例中的技术方案进行更加详细的描述。所描述的实施例是本发明的一部分实施例,而不是全部的实施例。下面通过参考附图描述的实施例是示例性的,旨在用于解释本发明,而不能理解为对本发明的限制。基于本发明中的实施例,本领域技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。下面结合附图对本发明的实施例进行详细说明。In order to make the objectives, technical solutions and advantages of the present invention clearer, the technical solutions in the embodiments of the present invention will be described in more detail below in conjunction with the drawings in the embodiments of the present invention. The described embodiments are some, but not all, embodiments of the invention. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts fall within the protection scope of the present invention. Embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.
本发明针对当前的海事飞机空中巡航覆盖情况评价管理以传统静态统计为主,提出一种基于时空位置量化可视的海事飞机空中巡航可达域的量化评估方法与系统,该方法与系统以海事空中巡航以空间目标区域和重点巡航目标为核心,可分析各水域的年度巡航频次,统计辖区各类水域和目标的巡航覆盖强度分布情况,量化分析巡航强度的分布与船舶密度分布、水上事故分布的一致性,并能对巡航航线的优化提供建议,根据巡航需求的调整自动计算并生成任务。Aiming at the current evaluation and management of the air cruise coverage of maritime aircraft, which is mainly based on traditional static statistics, the present invention proposes a quantitative evaluation method and system based on the quantification and visualization of the space-time position of the maritime aircraft air cruise. Air cruising focuses on space target areas and key cruising targets. It can analyze the annual cruising frequency of each water area, count the distribution of cruise coverage intensity of various water areas and targets in the jurisdiction, and quantitatively analyze the distribution of cruising intensity, ship density distribution, and water accident distribution. Consistency, and can provide suggestions for the optimization of cruising routes, automatically calculate and generate tasks according to the adjustment of cruising requirements.
图1示出本发明提供的海事飞机空中巡航可达域的量化评估方法的技术路线流程图,该量化评估方法包括以下步骤:Fig. 1 shows the technical route flowchart of the quantitative evaluation method of the maritime aircraft air cruise reachable domain provided by the present invention, and this quantitative evaluation method comprises the following steps:
(1)采集航线空间信息,对其进行空间标注,形成航线轨迹。航线轨迹为一系列的按时间顺序衔接的坐标(,,),其中,、和分别为飞机在时刻的经度、纬度和高度(海拔高度)坐标。(1) Collect the spatial information of the route, mark it spatially, and form the route trajectory. The route trajectory is a series of coordinates connected in chronological order ( , , ),in, , and respectively for the aircraft in The longitude, latitude, and altitude (altitude) coordinates of the instant.
计算飞机在时刻的相对高度,Calculate the plane in relative height of time ,
其中,为飞机在时刻的高度坐标,为巡航海域高程。in, for the plane in the altitude coordinates of the moment, is the elevation of the cruising sea area.
(2)将航线轨迹的轨迹坐标序列数据作为二维线空间点数据P0,P1,P2,…Pn,每个二维线空间点数据的属性包括飞机的相对高度和时间,按照时间次序连接飞行轨迹点数据,形成二维线数据作为飞行路线图层。(2) Take the trajectory coordinate sequence data of the airline trajectory as two-dimensional line space point data P 0 , P 1 , P 2 , ... P n , and the attributes of each two-dimensional line space point data include the relative altitude and time of the aircraft, according to The time sequence connects the flight track point data to form two-dimensional line data as the flight route layer.
(3)采用中心投影的方法,如图2所示,计算飞机的航线轨迹中单个节点S所对应的可视宽度。(3) Use the central projection method, as shown in Figure 2, to calculate the visible width corresponding to a single node S in the aircraft's route trajectory .
, ,
其中,为相机焦距,为相机成像幅宽,为飞机在时刻的相对高度,为时刻的可视宽度。in, is the focal length of the camera, is the image width of the camera, for the plane in the relative height of the moment, for The visible width of the moment.
(4)按照可视宽度建立变宽缓冲区,生成单条航线轨迹的可视域。具体的,如图3所示。(4) Establish a variable-width buffer zone according to the visible width to generate the visible domain of a single flight track. Specifically, as shown in FIG. 3 .
a)基于时刻和时刻的轨迹坐标,计算航线角度。a) based on moment and The track coordinates at the time, calculate the route angle .
, ,
其中,为反正切函数,、分别为飞机在、时刻的纬度,、分别为飞机在、时刻的经度。in, is the arctangent function, , respectively for the aircraft in , the latitude of the moment, , respectively for the aircraft in , The longitude of the moment.
b)对于所述航线轨迹的起始点,做起始点与第二个轨迹点连线的垂线,在垂线上垂足两侧分别取起始点的可视宽度的一半长度的端点作为可视域边界点;对于非起始点,做非起始点与前一个轨迹点连线的垂线,在垂线上垂足两侧分别取非起始点的可视宽度的一半长度的端点作为可视域边界点。即起始点的可视宽度为,在起始点与第二个轨迹点连线的垂线上的垂足两侧分别取/2的长度线段,该线段两端的端点作为该起始点的可视域边界点;非起始点(时刻的轨迹点)的可视宽度为,在该轨迹点与前一个轨迹点连线的垂线上的垂足两侧分别取/2的长度线段,该线段两端的端点作为该轨迹点的可视域边界点。为时刻的可视宽度,即为时刻的可视宽度。b) For the starting point of the route track, make a vertical line connecting the starting point and the second track point, and take the end points of half the visible width of the starting point on both sides of the vertical line as visible Domain boundary point; for the non-starting point, make a vertical line connecting the non-starting point and the previous track point, and take the endpoints of half the visible width of the non-starting point on both sides of the vertical line as the visible domain boundary point. That is, the visible width of the starting point is , take the two sides of the vertical foot on the vertical line connecting the starting point and the second trajectory point respectively /2 length line segment, the end points of the two ends of the line segment are used as the boundary points of the visual domain of the starting point; non-starting points ( The visible width of the trajectory point at time is , take the two sides of the vertical foot on the vertical line connecting the track point and the previous track point respectively /2 length line segment, the endpoints of the two ends of the line segment are used as the boundary points of the visual domain of the track point. for the visible width of the moment, that is The visible width of the moment.
c)计算时刻的可视域左侧边界点坐标(,)和可视域右侧边界点坐标(,)。c) calculate The coordinates of the left boundary point of the visual domain at the moment ( , ) and the coordinates of the boundary point on the right side of the viewing domain ( , ).
, , , ,
, , , ,
其中,为正弦函数,为余弦函数,为飞机在时刻的纬度,为飞机在时刻的经度,为时刻的可视宽度。in, is a sine function, is the cosine function, for the plane in the latitude of the moment, for the plane in the longitude of the moment, for The visible width of the moment.
d)按照时间顺序分别连接可视域左侧边界点(,)和可视域右侧边界点(,),并分别连接第一个轨迹点两侧的可视域边界点,和最后一个轨迹点两侧的可视域边界点,形成一个封闭的多边形,即生成单条航线轨迹的可视域。d) Connect the left boundary points of the visual domain respectively in chronological order ( , ) and the right boundary point of the viewing domain ( , ), and respectively connect the boundary points of the visual domain on both sides of the first trajectory point and the boundary points of the visual domain on both sides of the last trajectory point to form a closed polygon, that is, the visual domain of a single route trajectory.
(5)将每一条航线轨迹均按照步骤(4)生成对应的可视域,对于所述航线轨迹,将航线轨迹的编号赋值给对应的可视域。(5) Generate a corresponding viewable area for each route track according to step (4), and assign the number of the route track to the corresponding viewable area for the route track.
(6)根据巡航目视经验及实际需要,选定最小空间单元。将每条可视域作为一个图层,并将其矢量数据转为最小空间单元大小的栅格数据。对于可视域范围内的栅格赋值为1,可视域范围外的栅格赋值为0。(6) Select the smallest space unit based on cruising visual experience and actual needs. Treat each visual domain as a layer, and convert its vector data into raster data with the smallest spatial unit size. A value of 1 is assigned to grids within the range of the viewable area, and a value of 0 is assigned to grids outside the range of the viewable area.
(7)设定统计时间范围,如日、周、旬、月、季、年等,如图4所示,将统计时间范围内的可视域的栅格数据进行叠加求和,获得海域内每个栅格点上的巡航频次,得到基于小尺度格网的巡航强度图层。(7) Set the statistical time range, such as day, week, ten-day, month, season, year, etc., as shown in Figure 4, superimpose and sum the raster data of the visible domain within the statistical time range to obtain the The cruise frequency on each grid point is used to obtain the cruise intensity layer based on the small-scale grid.
(8)如图5所示,综合船舶密度、事故分布、功能类别、管辖归属和权益类别对水域监管区域进行划分,形成巡航目标水域图层;将巡航目标水域图层与巡航强度图层进行叠加,根据巡航目标水域图层对海域巡航进行统计分析,获得各类水域(即划分后的水域监管区域)的覆盖面积比例、覆盖次数及占比。(8) As shown in Figure 5, the water area supervision area is divided by comprehensive ship density, accident distribution, functional category, jurisdictional attribution and rights and interests category to form a cruise target waters layer; the cruise target waters layer and the cruise intensity layer are compared Overlaying, statistical analysis of sea area cruises is carried out according to the cruising target waters layer, and the coverage area ratio, coverage frequency and proportion of various water areas (that is, the divided water area supervision areas) are obtained.
(9)将评价结果以专题地图和图标的形式进行展现。如图6、7示出本发明提供的实施例1的量化评价结果的表格图和饼状图。(9) Display the evaluation results in the form of thematic maps and icons. Figures 6 and 7 show the tabular chart and pie chart of the quantitative evaluation results of Example 1 provided by the present invention.
实现该量化评估方法的量化评估系统包括巡航航线管理模块、巡航目标管理模块、巡航任务管理模块、巡航可视域分析模块、巡航覆盖评价模块。The quantitative evaluation system for realizing the quantitative evaluation method includes a cruise route management module, a cruise target management module, a cruise task management module, a cruise visual area analysis module, and a cruise coverage evaluation module.
(1)巡航航线管理模块用于空中巡航航线的综合管理。巡航管理工作者可以使用巡航航线管理模块对飞行所使用过的历史航线档案进行管理,可以基于历史航线和当年工作任务形成航线计划并进行编辑。飞行过程中的实时位置和高度也可以通过巡航航线管理模块集成显示。巡航航线管理模块还提供对历次空中巡航的全过程的日志管理功能。(1) The cruise route management module is used for comprehensive management of air cruise routes. Cruise management workers can use the cruise route management module to manage the historical route files used in the flight, and can form and edit route plans based on historical routes and work tasks of the year. The real-time position and altitude during the flight can also be integrated and displayed through the cruise route management module. The cruise route management module also provides log management functions for the entire process of previous air cruises.
巡航航线管理模块包括巡航航线档案管理模块、巡航航线管理模块、飞机位置信息采集模块和航行日志管理模块。The cruise route management module includes a cruise route file management module, a cruise route management module, an aircraft position information collection module and a flight log management module.
巡航航线档案管理模块,用于导入历史飞行航线坐标点完成历史航线初始化,实时连接并接入逐年生成的新的巡航航线。The cruise route file management module is used to import historical flight route coordinate points to complete the initialization of historical routes, real-time connection and access to new cruise routes generated year by year.
巡航航线管理模块,用于接入巡航管理中历史飞行航线,接入巡航目标管理中当前巡航目标水域划分、船舶密度、事故分布等数据,可由海事空巡管理工作者根据分析结果对飞行计划进行调整。The cruising route management module is used to access the historical flight routes in cruising management, and access the current cruising target water area division, ship density, accident distribution and other data in cruising target management. Maritime and air patrol management workers can make flight plans according to the analysis results. Adjustment.
飞机位置信息采集模块,用于完成对飞机飞行空间位置的采集,获取飞行过程中一定时间间隔的飞行位置经纬度和高度。The aircraft position information acquisition module is used to complete the acquisition of the aircraft's flight space position, and obtain the longitude, latitude and altitude of the flight position at a certain time interval during the flight.
航行日志管理模块,用于完成对海事空中巡航的巡航开始时间、巡航结束时间、巡航操作人员、巡航航线编号、有无案件发现等的记录。The navigation log management module is used to complete the records of the cruise start time, cruise end time, cruise operator, cruise route number, case discovery, etc. of maritime air cruise.
(2)巡航目标管理模块用于对空中巡航的监管目标的量化综合管理。巡航目标管理模块接入了基本海图、船舶AIS位置等基本信息,通过监管要求不同,可对不同水域、不同地物等巡航目标进行分级分类。(2) The cruise target management module is used for quantitative and comprehensive management of air cruise regulatory targets. The cruise target management module is connected to basic information such as basic charts and AIS positions of ships, and can classify cruise targets in different waters and different ground objects according to different regulatory requirements.
巡航目标管理模块包括基本信息接入模块和巡航目标分级分类管理模块。The cruise target management module includes a basic information access module and a cruise target hierarchical and classified management module.
基本信息接入模块包括基本海图管理模块、船舶AIS位置接入模块、船舶事故信息接入模块和水上险情信息录入模块。The basic information access module includes the basic chart management module, the ship AIS position access module, the ship accident information access module and the water danger information input module.
巡航目标分级分类管理模块,用于根据水域管辖范围结合上述水上交通要素分布情况综合划分。管辖水域空间划分方法共有三个维度。功能属性维度,直属海事管理机构管辖水域内根据辖区主要定线制分别勾绘航道、锚地、桥梁、禁航区、作业区等要素范围。权益维度,根据我国公布的领海基点勾绘形成内水、领海、毗连区和专属经济区范围。管辖属性维度,根据各海事局公布的管辖范围勾绘各分支海事管理机构和直属海事管理机构以及管理三角域范围。本系统结合以上维度,按照重点水域(定线制划定通航要素)、内水其他水域、领海、毗连区和专属经济区进行分析。The cruising target classification management module is used for comprehensive classification according to the jurisdiction of the water area and the distribution of the above-mentioned water traffic elements. There are three dimensions in the spatial division of jurisdictional waters. In the dimension of functional attributes, in the waters directly under the jurisdiction of the maritime administrative agency, the scope of elements such as waterways, anchorages, bridges, no-navigation areas, and operating areas are drawn according to the main routing system of the jurisdiction. In the dimension of rights and interests, the scope of internal water, territorial sea, contiguous zone and exclusive economic zone is formed according to the basic points of territorial sea announced by my country. Jurisdiction attribute dimension, according to the jurisdiction announced by each maritime bureau, delineates the scope of each branch maritime management agency, directly affiliated maritime management agency and management triangle. This system combines the above dimensions, and analyzes according to key waters (navigation elements are delineated by the route-setting system), other waters in internal waters, territorial sea, contiguous zone and exclusive economic zone.
(3)巡航任务管理模块用于对空中巡航任务的来源、计划、执行和评价进行综合管理。具体实现对年度巡航、基于目标安全风险预警的任务、临时飞行任务等的综合管理。巡航任务管理模块还为空巡管理工作者提供在重点巡查水域标注和查获问题结果记录功能。(3) The cruise task management module is used to comprehensively manage the source, planning, execution and evaluation of air cruise tasks. Specifically realize the comprehensive management of annual cruises, missions based on target safety risk warnings, temporary flight missions, etc. The patrol task management module also provides air patrol management workers with the functions of marking key patrol waters and recording the results of problems found.
巡航任务管理模块包括年度巡航任务维护模块、目标安全风险预警与临时飞行计划生成模块、重点巡查水域标注模块和查获问题结果记录模块。The cruise task management module includes the annual cruise task maintenance module, the target safety risk warning and temporary flight plan generation module, the key patrol water area marking module and the problem detection result recording module.
年度巡航任务维护模块,用于接入海事系统执法相关系统,提供任务编制功能,完成对多源任务的汇聚和统一管理。The annual cruising task maintenance module is used to connect to the law enforcement-related systems of the maritime system, provide task preparation functions, and complete the aggregation and unified management of multi-source tasks.
目标安全风险预警与临时飞行计划生成模块,用于接入巡航目标管理模块的基础数据,能够根据区域船舶密度、水上施工作业活动、碍航渔船渔网、载运危险品船舶等重点船舶数量、事故发生情况以及其他专项任务自动生成巡航任务,当实时数据超过系统设定的安全风险预警阈值,提出巡航计划修改预警,并发送至临时巡航航线管理,实时提醒海事管理工作者对巡航任务进行调整。The target safety risk early warning and temporary flight plan generation module is used to access the basic data of the cruising target management module. The situation and other special tasks automatically generate cruise tasks. When the real-time data exceeds the safety risk warning threshold set by the system, a cruise plan modification warning is proposed and sent to the temporary cruise route management to remind maritime management workers to adjust the cruise task in real time.
海上信息标注模块,用于完成对巡航任务执行过程发现、收集的信息进行标注和维护。包括和海上通航环境、航行秩序、船舶航行、停泊作业等相关的碍航渔网、战略岛礁、违法事件多发地、高风险船舶聚集地、商渔船交汇地等海事空中巡航监管所关注的重点。采集内容主要有水域类别、所在位置、作为重点巡查的时间范围、巡查等级等。The maritime information labeling module is used to complete the labeling and maintenance of the information discovered and collected during the execution of cruise missions. Including maritime navigation environment, navigation order, ship navigation, berthing operations, etc., which are related to obstructive fishing nets, strategic islands and reefs, places where illegal incidents frequently occur, places where high-risk ships gather, and places where commercial and fishing vessels meet, etc., are the focus of maritime air cruise supervision. The collection content mainly includes water area category, location, time range as key inspections, inspection level, etc.
查获问题结果记录模块,用于完成对巡航任务执行中查获案件的档案留存。包括查获问题情况、查获时间、执法人员、涉事船舶、案件类型、音视频信息管理。查获问题类型包括未正常开启AIS、未经申报海上液货过驳、非锚地锚泊、未经申报供受油作业、未经申报回收油污水作业、违规拖带、未经申报水工作业、超航区航行、未经规定航路航行、从事疏浚船舶未到规定水域抛泥等。The seized problem result recording module is used to complete the file preservation of the cases seized during the execution of the cruise mission. Including the situation of the seized problem, the time of the seizure, the law enforcement personnel, the ship involved, the type of case, and the management of audio and video information. The types of problems seized include failure to open AIS normally, undeclared offshore liquid cargo transfer, non-anchor anchorage, undeclared oil supply and receiving operations, undeclared oil and sewage recovery operations, illegal towing, undeclared waterwork operations, over-navigation Area navigation, navigation without prescribed routes, dredging ships that did not arrive at the prescribed waters to throw mud, etc.
(4)巡航可视域分析模块用于量化统计空中巡航对地面的实际覆盖强度。具体提供有单架次巡航可视域空间量化分析、单架次巡航目标可视能力空间量化分析模块。(4) The cruise visibility analysis module is used to quantify and count the actual coverage intensity of the air cruise on the ground. Specifically, it provides a single sortie cruising visual domain spatial quantitative analysis module and a single cruising target visual ability spatial quantitative analysis module.
巡航可视域分析模块包括单架次巡航可视域空间量化分析模块和单架次巡航目标可视能力空间量化分析模块。The cruise visibility analysis module includes a single sortie cruise visibility space quantitative analysis module and a single sortie cruise target visibility space quantitative analysis module.
单架次巡航可视域空间量化分析模块,用于接入飞机位置信息采集,通过获取的飞机经纬度和高度信息,基于本文提出的海事飞机空中巡航可视域量化评价方法,实现海事飞机空中单架次巡航可视域的空间量化评价,获取单架次巡航对巡航目标的覆盖情况。The spatial quantitative analysis module of single sortie cruising visual domain is used to access the acquisition of aircraft position information. Through the obtained aircraft latitude, longitude and altitude information, based on the quantitative evaluation method of maritime aircraft air cruise visual domain proposed in this paper, the single sortie of maritime aircraft in the air can be realized. Spatial quantitative evaluation of the cruise visual domain, to obtain the coverage of the cruise target by a single cruise.
单架次巡航目标可视能力空间量化分析模块,用于接入单架次巡航可视域空间量化分析结果和飞行时间内巡航目标基本信息,获得单架次对辖区各类水域覆盖面积、各类水域船舶和事故覆盖百分比等空间量化分析结果。The spatial quantitative analysis module of the visual capability of a single cruise target is used to access the spatial quantitative analysis results of the visual domain of a single cruise and the basic information of the cruise target within the flight time, and obtain the coverage area of various waters and ships in various waters in a single sortie Spatial quantitative analysis results such as accident coverage percentage and so on.
(5)巡航覆盖评价模块用于将量化得到的空中巡航覆盖强度与目标比较对空中巡航工作进行比较分析并综合评价。具体提供年度(季度、月度)的巡航总可视域分析、对巡航目标的覆盖强度评价模块和飞行日志统计。(5) The cruise coverage evaluation module is used to compare the quantified air cruise coverage strength with the target, conduct comparative analysis and comprehensive evaluation of the air cruise work. Specifically, it provides annual (quarterly, monthly) cruise total visibility analysis, coverage strength evaluation module for cruise targets, and flight log statistics.
巡航覆盖评价模块包括年度(季度、月度)的巡航总可视域分析模块、对巡航目标的覆盖强度评价模块和飞行日志统计模块。The cruise coverage evaluation module includes the annual (quarterly, monthly) cruise total visibility analysis module, the coverage intensity evaluation module for cruise targets and the flight log statistics module.
巡航总可视域分析模块,用于接入单架次可视域空间量化分析结果和飞行台账,基于本文提出的海事飞机空中巡航可视域量化评价方法,获得年度巡航总可视域。The cruise total visual area analysis module is used to access the quantitative analysis results of single sortie visual area space and flight records. Based on the quantitative evaluation method of maritime aircraft air cruise visual area proposed in this paper, the annual cruise total visual area is obtained.
对巡航目标的覆盖强度评价模块,用于结合巡航时间段水域目标分布情况,统计得到对辖区各类水域覆盖面积、各类水域船舶和事故覆盖百分比等,自动统计和分析选定时间内区域海事飞机空中巡航强度。The coverage intensity evaluation module for cruising targets is used to combine the distribution of water targets in the cruising time period to calculate the coverage area of various waters in the jurisdiction, the coverage percentage of ships and accidents in various waters, etc., and automatically count and analyze regional maritime incidents within the selected time period. Aircraft cruise strength.
飞行日志统计模块,用于基本飞行统计,如飞行架次、飞行总里程、飞行总时长。The flight log statistics module is used for basic flight statistics, such as flight sorties, total flight mileage, and total flight time.
以上实施例仅用以说明本发明的技术方案,并非用来限定本发明的实施范围。但凡在本发明的保护范围内所做的等效变化及修饰,皆应认为落入了本发明的保护范围内。The above embodiments are only used to illustrate the technical solutions of the present invention, and are not intended to limit the implementation scope of the present invention. All equivalent changes and modifications made within the protection scope of the present invention shall be deemed to fall within the protection scope of the present invention.
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