energy-manage-analyse/src/main/resources/mybatis/anomaly/AnaomalyMapper.xml

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.energy.manage.analyse.mappers.anomaly.AnomalyWindfarmMapper">

    <!-- 查询风机异常统计数 -->
    <select id="selectAnomalyWindfarmAndFieldId" resultType="com.energy.manage.analyse.domain.vo.anomaly.AnomalyOverviewVO">
        select
            field_id as fieldId,
            result_anomaly_count as totalAnomalyCount,
            sensor_anomaly_count as sensorAnomalyCount,
            anomaly_detection_count as detectorAnomalyCount
        from
            anomaly_windfarm
        where 1=1
        <if test="fieldId!=null">
           and  field_id = #{fieldId}
        </if>
        <if test="beginTime != null and beginTime != ''">
            and source_datetime  <![CDATA[>= ]]> #{beginTime}
        </if>
        <if test="endTime != null and endTime != ''">
            and source_datetime <![CDATA[<= ]]> #{endTime}
        </if>
    </select>

    <!-- 柱状图 -->
    <select id="selectAnomalyModelCount" resultType="com.energy.manage.analyse.domain.vo.anomaly.BarChartVO">
    SELECT
        COUNT(DISTINCT CASE WHEN model1_windpwr_is_anomaly = 1 THEN engine_id END) AS windpwrCount,
        COUNT(DISTINCT CASE WHEN model2_yaw_is_anomaly = 1 THEN engine_id END) AS yawCount,
        COUNT(DISTINCT CASE WHEN model3_pitch_is_anomaly = 1 THEN engine_id END) AS pitchCount,
        COUNT(DISTINCT CASE WHEN model4_is_anomaly = 1 THEN engine_id END) AS ctrlparamCount
    FROM
        anomaly_model_${year}
    WHERE
        <if test="fieldId!=null">
            field_id = #{fieldId}
        </if>
        <if test="beginTime != null and beginTime != ''">
            and source_datetime  <![CDATA[>= ]]> #{beginTime}
        </if>
        <if test="endTime != null and endTime != ''">
            and source_datetime <![CDATA[<= ]]> #{endTime}
        </if>
    </select>

    <!-- 异常检测模块 -->
    <resultMap id="AnomalyModelResultMap" type="com.energy.manage.analyse.po.anomaly.AnomalyModelPO">
        <id property="id" column="id"/>
        <result property="fieldId" column="field_id"/>
        <result property="engineId" column="engine_id"/>
        <result column="sensor_anomaly_power" property="sensorAnomalyPower" jdbcType="INTEGER"/>
        <result column="sensor_anomaly_power_ratio" property="sensorAnomalyPowerRatio" jdbcType="DECIMAL"/>
        <result column="sensor_anomaly_wind" property="sensorAnomalyWind" jdbcType="INTEGER"/>
        <result column="sensor_anomaly_wind_ratio" property="sensorAnomalyWindRatio" jdbcType="DECIMAL"/>
        <result column="sensor_anomaly_pitch" property="sensorAnomalyPitch" jdbcType="INTEGER"/>
        <result column="sensor_anomaly_pitch_ratio" property="sensorAnomalyPitchRatio" jdbcType="DECIMAL"/>
        <result column="sensor_anomaly_speed" property="sensorAnomalySpeed" jdbcType="INTEGER"/>
        <result column="sensor_anomaly_speed_ratio" property="sensorAnomalySpeedRatio" jdbcType="DECIMAL"/>
        <result column="sensor_anomaly_torque" property="sensorAnomalyTorque" jdbcType="INTEGER"/>
        <result column="sensor_anomaly_torque_ratio" property="sensorAnomalyTorqueRatio" jdbcType="DECIMAL"/>
        <result column="sensor_anomaly_wind_pwr" property="sensorAnomalyWindPwr" jdbcType="INTEGER"/>
        <result column="sensor_anomaly_wind_pwr_ratio" property="sensorAnomalyWindPwrRatio" jdbcType="DECIMAL"/>
        <result column="sensor_anomaly_spd_trq" property="sensorAnomalySpdTrq" jdbcType="INTEGER"/>
        <result column="sensor_anomaly_spd_trq_ratio" property="sensorAnomalySpdTrqRatio" jdbcType="DECIMAL"/>

        <result column="model1_windpwr_is_anomaly" property="model1WindpwrIsAnomaly" jdbcType="INTEGER"/>
        <result column="model1_windpwr_normal_count" property="model1WindpwrNormalCount" jdbcType="INTEGER"/>
        <result column="model1_windpwr_anomaly_count" property="model1WindpwrAnomalyCount" jdbcType="INTEGER"/>
        <result column="model1_windpwr_anomaly_rate" property="model1WindpwrAnomalyRate" jdbcType="DECIMAL"/>
        <result column="model1_windpwr_powercurve" property="model1WindpwrPowercurve" jdbcType="INTEGER"/>
        <result column="model1_windpwr_powercurve_ratio" property="model1WindpwrPowercurveRatio" jdbcType="DECIMAL"/>
        <result column="model1_windpwr_scatter" property="model1WindpwrScatter" jdbcType="INTEGER"/>
        <result column="model1_windpwr_scatter_ratio" property="model1WindpwrScatterRatio" jdbcType="DECIMAL"/>
        <result column="model1_windpwr_simulink" property="model1WindpwrSimulink" jdbcType="INTEGER"/>

        <result column="model2_yaw_is_anomaly" property="model2YawIsAnomaly" jdbcType="INTEGER"/>
        <result column="model2_yaw_normal_count" property="model2YawNormalCount" jdbcType="INTEGER"/>
        <result column="model2_yaw_anomaly_count" property="model2YawAnomalyCount" jdbcType="INTEGER"/>
        <result column="model2_yaw_anomaly_rate" property="model2YawAnomalyRate" jdbcType="DECIMAL"/>
        <result column="model2_yaw_staticyaw" property="model2YawStaticyaw" jdbcType="INTEGER"/>
        <result column="model2_yaw_staticyaw_ratio" property="model2YawStaticyawRatio" jdbcType="DECIMAL"/>
        <result column="model2_yaw_cabletwist" property="model2YawCabletwist" jdbcType="INTEGER"/>
        <result column="model2_yaw_cabletwist_ratio" property="model2YawCabletwistRatio" jdbcType="DECIMAL"/>

        <result column="model3_pitch_is_anomaly" property="model3PitchIsAnomaly" jdbcType="INTEGER"/>
        <result column="model3_pitch_normal_count" property="model3PitchNormalCount" jdbcType="INTEGER"/>
        <result column="model3_pitch_anomaly_count" property="model3PitchAnomalyCount" jdbcType="INTEGER"/>
        <result column="model3_pitch_anomaly_rate" property="model3PitchAnomalyRate" jdbcType="DECIMAL"/>
        <result column="model3_pitch_pitchregulation" property="model3PitchPitchregulation" jdbcType="INTEGER"/>
        <result column="model3_pitch_pitchregulation_ratio" property="model3PitchPitchregulationRatio" jdbcType="DECIMAL"/>
        <result column="model3_pitch_pitchcoord" property="model3PitchPitchcoord" jdbcType="INTEGER"/>
        <result column="model3_pitch_pitchcoord_ratio" property="model3PitchPitchcoordRatio" jdbcType="DECIMAL"/>
        <result column="model3_pitch_minpitch" property="model3PitchMinpitch" jdbcType="INTEGER"/>

        <result column="model4_is_anomaly" property="model4IsAnomaly" jdbcType="INTEGER"/>
        <result column="model4_ctrlparam_normal_count" property="model4CtrlparamNormalCount" jdbcType="INTEGER"/>
        <result column="model4_ctrlparam_anomaly_count" property="model4CtrlparamAnomalyCount" jdbcType="INTEGER"/>
        <result column="model4_ctrlparam_anomaly_rate" property="model4CtrlparamAnomalyRate" jdbcType="DECIMAL"/>
        <result column="model4_ctrlparam_powerquality" property="model4CtrlparamPowerquality" jdbcType="INTEGER"/>
        <result column="model4_ctrlparam_powerquality_ratio" property="model4CtrlparamPowerqualityRatio" jdbcType="DECIMAL"/>
        <result column="model4_ctrlparam_deload" property="model4CtrlparamDeload" jdbcType="INTEGER"/>
        <result column="model4_ctrlparam_deload_ratio" property="model4CtrlparamDeloadRatio" jdbcType="DECIMAL"/>
        <result column="model4_ctrlparam_operationstate" property="model4CtrlparamOperationstate" jdbcType="INTEGER"/>
        <result column="model4_ctrlparam_operationstate_ratio" property="model4CtrlparamOperationstateRatio" jdbcType="DECIMAL"/>

        <result column="model5_is_anomaly" property="model5IsAnomaly" jdbcType="INTEGER"/>
        <result column="model5_aerodynamics_normal_count" property="model5AerodynamicsNormalCount" jdbcType="INTEGER"/>
        <result column="model5_aerodynamics_anomaly_count" property="model5AerodynamicsAnomalyCount" jdbcType="INTEGER"/>
        <result column="model5_aerodynamics_anomaly_ratio" property="model5AerodynamicsAnomalyRatio" jdbcType="DECIMAL"/>
        <result column="model5_aerodynamics_cp" property="model5AerodynamicsCp" jdbcType="INTEGER"/>
        <result column="model5_aerodynamics_cp_ratio" property="model5AerodynamicsCpRatio" jdbcType="DECIMAL"/>
        <result column="model5_aerodynamics_tsr" property="model5AerodynamicsTsr" jdbcType="INTEGER"/>
        <result column="model5_aerodynamics_tsr_ratio" property="model5AerodynamicsTsrRatio" jdbcType="DECIMAL"/>
        <result column="model5_aerodynamics_cp_tsr" property="model5AerodynamicsCpTsr" jdbcType="INTEGER"/>
        <result column="model5_aerodynamics_cp_tsr_ratio" property="model5AerodynamicsCpTsrRatio" jdbcType="DECIMAL"/>

        <result property="sourceDatetime" column="source_datetime"/>
        <result property="createTime" column="create_time"/>
    </resultMap>

    <!-- 查询所有记录 -->
    <select id="selectAllAnomalyModel" resultMap="AnomalyModelResultMap">
    SELECT
        id,
        field_id,
        engine_id,
        sensor_anomaly_power,
        sensor_anomaly_power_ratio,
        sensor_anomaly_wind,
        sensor_anomaly_wind_ratio,
        sensor_anomaly_pitch,
        sensor_anomaly_pitch_ratio,
        sensor_anomaly_speed,
        sensor_anomaly_speed_ratio,
        sensor_anomaly_torque,
        sensor_anomaly_torque_ratio,
        sensor_anomaly_wind_pwr,
        sensor_anomaly_wind_pwr_ratio,
        sensor_anomaly_spd_trq,
        sensor_anomaly_spd_trq_ratio,
        model1_windpwr_is_anomaly,
        model1_windpwr_normal_count,
        model1_windpwr_anomaly_count,
        model1_windpwr_anomaly_rate,
        model1_windpwr_powercurve,
        model1_windpwr_powercurve_ratio,
        model1_windpwr_scatter,
        model1_windpwr_scatter_ratio,
        model1_windpwr_simulink,
        model2_yaw_is_anomaly,
        model2_yaw_normal_count,
        model2_yaw_anomaly_count,
        model2_yaw_anomaly_rate,
        model2_yaw_staticyaw,
        model2_yaw_staticyaw_ratio,
        model2_yaw_cabletwist,
        model2_yaw_cabletwist_ratio,
        model3_pitch_is_anomaly,
        model3_pitch_normal_count,
        model3_pitch_anomaly_count,
        model3_pitch_anomaly_rate,
        model3_pitch_pitchregulation,
        model3_pitch_pitchregulation_ratio,
        model3_pitch_pitchcoord,
        model3_pitch_pitchcoord_ratio,
        model3_pitch_minpitch,
        model4_is_anomaly,
        model4_ctrlparam_normal_count,
        model4_ctrlparam_anomaly_count,
        model4_ctrlparam_anomaly_rate,
        model4_ctrlparam_powerquality,
        model4_ctrlparam_powerquality_ratio,
        model4_ctrlparam_deload,
        model4_ctrlparam_deload_ratio,
        model4_ctrlparam_operationstate,
        model4_ctrlparam_operationstate_ratio,
        model5_is_anomaly,
        model5_aerodynamics_normal_count,
        model5_aerodynamics_anomaly_count,
        model5_aerodynamics_anomaly_ratio,
        model5_aerodynamics_cp,
        model5_aerodynamics_cp_ratio,
        model5_aerodynamics_tsr,
        model5_aerodynamics_tsr_ratio,
        model5_aerodynamics_cp_tsr,
        model5_aerodynamics_cp_tsr_ratio,
        create_time,
        source_datetime
    FROM
        anomaly_model_${year}
    where
        <if test="fieldId!=null">
            field_id = #{fieldId}
        </if>
        <if test="beginTime != null and beginTime != ''">
            and source_datetime  <![CDATA[>= ]]> #{beginTime}
        </if>
        <if test="endTime != null and endTime != ''">
            and source_datetime <![CDATA[<= ]]> #{endTime}
        </if>
    </select>


    <!-- 基础结果映射 -->
    <resultMap id="BaseResultMap" type="com.energy.manage.analyse.po.anomaly.BaseAnomalyDetectorPO">
        <id column="id" property="id" />
        <result column="field_id" property="fieldId" />
        <result column="engine_id" property="engineId" />
        <result column="anomaly_model_name" property="anomalyModelName" />
        <result column="sensor_is_anomaly" property="sensorIsAnomaly" />
        <result column="detector_is_anomaly" property="detectorIsAnomaly" />
        <result column="sensor_anomaly_type" property="sensorAnomalyType" />
        <result column="sensor_anomaly_count" property="sensorAnomalyCount" />
        <result column="sensor_normally_count" property="sensorNormallyCount" />
        <result column="detector_anomaly_count" property="detectorAnomalyCount" />
        <result column="detector_normally_count" property="detectorNormallyCount" />
        <result column="file_path" property="filePath" />
        <result column="graph_path" property="graphPath" />
        <result column="source_datetime" property="sourceDatetime" />
        <result column="create_time" property="createTime" />
        <result column="detector_anomaly_rate" property="detectorAnomalyRate" />
    </resultMap>

    <!-- 动态查询模块检测器 -->
    <select id="selectAnomalyDetectorAll" resultMap="BaseResultMap">
        SELECT * FROM
        ${tableName}
        where 1=1
        <if test="fieldId!=null">
            and field_id = #{fieldId}
        </if>
        <if test="engineId!=null">
            and  engine_id = #{engineId}
        </if>
        <if test="beginTime != null and beginTime != ''">
            and source_datetime  <![CDATA[>= ]]> #{beginTime}
        </if>
        <if test="endTime != null and endTime != ''">
            and source_datetime <![CDATA[<= ]]> #{endTime}
        </if>
    </select>


    <!-- ======================================== 子页面曲线图 ======================================== -->
    <!-- 1. 单表统计：指定年度表 -->
    <select id="selectBySingleTable" resultType="com.energy.manage.analyse.domain.vo.anomaly.AnomalyDailyVO">
        SELECT
            source_datetime AS createTime,
            model1_windpwr_powercurve_ratio AS model1WindpwrPowercurveRatio,
            model1_windpwr_scatter_ratio AS model1WindpwrScatterRatio,

            model2_yaw_staticyaw_ratio AS model2YawStaticyawRatio,
            model2_yaw_cabletwist_ratio AS model2YawCabletwistRatio,

            model3_pitch_pitchregulation_ratio AS model3PitchPitchregulationRatio,
            model3_pitch_pitchcoord_ratio AS model3PitchPitchcoordRatio,

            model4_ctrlparam_powerquality_ratio AS model4CtrlparamPowerqualityRatio,
            model4_ctrlparam_deload_ratio AS model4CtrlparamDeloadRatio,
            model4_ctrlparam_operationstate_ratio AS model4CtrlparamOperationstateRatio,

            model5_aerodynamics_cp_ratio AS model5AerodynamicsCpRatio,
            model5_aerodynamics_tsr_ratio AS model5AerodynamicsTsrRatio,
            model5_aerodynamics_cp_tsr_ratio AS model5AerodynamicsCpTsrRatio
        FROM ${tableName}
        WHERE
        field_id = #{fieldId}
        and engine_id = #{engineId}
        and source_datetime BETWEEN #{startDate} AND #{endDate}
        ORDER BY create_time ASC
    </select>

    <!-- 2. 跨表统计：跨年两张表 UNION ALL 合并（核心！） -->
    <select id="selectByUnionTables" resultType="com.energy.manage.analyse.domain.vo.anomaly.AnomalyDailyVO">
        SELECT
        createTime,
        model1WindpwrAnomalyRate,
        model2YawAnomalyRate,
        model3PitchAnomalyRate,
        model4CtrlparamAnomalyRate
        FROM (
        <!-- 第一张表 -->
        SELECT
        create_time AS createTime,
        model1_windpwr_anomaly_rate as model1WindpwrAnomalyRate,
        model2_yaw_anomaly_rate as  model2YawAnomalyRate,
        model3_pitch_anomaly_rate as model3PitchAnomalyRate,
        model4_ctrlparam_anomaly_rate as model4CtrlparamAnomalyRate
        FROM ${table1}
        WHERE
        field_id = #{fieldId}
        and engine_id = #{engineId}
        and  source_datetime BETWEEN #{startDate} AND #{endDate}

        UNION ALL

        <!-- 第二张表 -->
        SELECT
        create_time AS createTime,
        model1_windpwr_anomaly_rate as model1WindpwrAnomalyRate,
        model2_yaw_anomaly_rate as  model2YawAnomalyRate,
        model3_pitch_anomaly_rate as model3PitchAnomalyRate,
        model4_ctrlparam_anomaly_rate as model4CtrlparamAnomalyRate
        FROM ${table2}
        WHERE
        field_id = #{fieldId}
        and engine_id = #{engineId}
        and  source_datetime BETWEEN #{startDate} AND #{endDate}
        ) AS union_data
        ORDER BY date ASC
    </select>

    <select id="selectAnomalySensorCountVO" resultType="com.energy.manage.analyse.domain.vo.anomaly.AnomalySensorCountVO">

       SELECT
    field_id,


        COUNT(DISTINCT CASE WHEN sensor_anomaly_power = 1 THEN engine_id END) AS 'sensorAnomalyPowerCount',


        COUNT(DISTINCT CASE WHEN sensor_anomaly_wind = 1 THEN engine_id END) AS 'sensorAnomalyWindCount',


        COUNT(DISTINCT CASE WHEN sensor_anomaly_pitch = 1 THEN engine_id END) AS 'sensorAnomalyPitchCount',


        COUNT(DISTINCT CASE WHEN sensor_anomaly_speed = 1 THEN engine_id END) AS 'sensorAnomalyApeedCount',


        COUNT(DISTINCT CASE WHEN sensor_anomaly_torque = 1 THEN engine_id END) AS 'sensorAnomalyTorqueCount',


        COUNT(DISTINCT CASE WHEN sensor_anomaly_wind_pwr = 1 THEN engine_id END) AS 'sensorAnomalyWindPwrCount',


        COUNT(DISTINCT CASE WHEN sensor_anomaly_spd_trq = 1 THEN engine_id END) AS 'sensorAnomalySpdTrqCount'

        FROM anomaly_model_${year}
        where 1=1
        <if test="fieldId!=null">
            and field_id = #{fieldId}
        </if>
        <if test="beginTime != null and beginTime != ''">
            and source_datetime  <![CDATA[>= ]]> #{beginTime}
        </if>
        <if test="endTime != null and endTime != ''">
            and source_datetime <![CDATA[<= ]]> #{endTime}
        </if>
        GROUP BY field_id
        </select>


        <!-- yichangjianc异常检测统计  -->
        <select id="selectModeCount" resultType="com.energy.manage.analyse.domain.vo.anomaly.AnomalyCount">

SELECT
    field_id,

    COUNT(DISTINCT CASE WHEN
        model1_windpwr_powercurve = 1
        OR model1_windpwr_scatter = 1
    THEN engine_id END) AS model1Count,

    COUNT(DISTINCT CASE WHEN
        model2_yaw_staticyaw = 1
        OR model2_yaw_cabletwist = 1
    THEN engine_id END) AS model2Count,

    COUNT(DISTINCT CASE WHEN
        model3_pitch_pitchregulation = 1
        OR model3_pitch_pitchcoord = 1
    THEN engine_id END) AS model3Count,

    COUNT(DISTINCT CASE WHEN
        model4_ctrlparam_powerquality = 1
        OR model4_ctrlparam_deload = 1
        OR model4_ctrlparam_operationstate = 1
    THEN engine_id END) AS model4Count,

    COUNT(DISTINCT CASE WHEN
        model5_aerodynamics_cp = 1
        OR model5_aerodynamics_tsr = 1
        OR model5_aerodynamics_cp_tsr = 1
    THEN engine_id END) AS model5Count

FROM anomaly_model_${year}
WHERE field_id =#{fieldId}
            <if test="beginTime != null and beginTime != ''">
                and source_datetime  <![CDATA[>= ]]> #{beginTime}
            </if>
            <if test="endTime != null and endTime != ''">
                and source_datetime <![CDATA[<= ]]> #{endTime}
            </if>
GROUP BY field_id;
        </select>


    <select id="selectEngineCountByCode" resultType="Integer">
        select count(1) as engineCount
        from wind_field wf
        inner join wind_engine_group weg on wf.field_code = weg.field_code
        where wf.company_code = #{companyCode}
    </select>


    </mapper>