标准解读

GB/T 44395-2024《激光雷达测风数据可靠性评价技术规范》是中国制定的一项国家标准,旨在为激光雷达(LiDAR)在风速和风向测量中的数据质量评估提供一套统一的技术准则和方法。此规范详细阐述了如何确保激光雷达测风数据的准确性和可靠性,对于气象预报、风能评估、航空航天以及环境监测等领域具有重要意义。以下是该标准的主要内容概览:

1. 范围与适用对象

本标准明确了适用于各类激光雷达系统在大气风场测量中的数据处理与评价方法,包括但不限于连续波、脉冲 coherent 和 incoherent 等不同工作原理的激光雷达设备。

2. 术语和定义

规范首先界定了关键术语,如“数据可靠性”、“风切变”、“信噪比”等,为后续技术描述奠定基础,确保所有使用者对专业词汇有统一理解。

3. 数据采集要求

详细规定了激光雷达在测风时的数据采集标准,包括但不限于测量频率、采样时间间隔、空间分辨率以及必要的校准程序,以确保原始数据的高质量。

4. 数据预处理方法

阐述了数据清洗、滤波、校正等预处理步骤,如去除异常值、平滑噪声、修正仪器偏移和环境影响,以提高数据的有效性和准确性。

5. 可靠性评价指标体系

建立了一套评价激光雷达测风数据可靠性的指标体系,包括但不限于精度、稳定性、完整性、可追溯性等多维度评价标准,并明确了各项指标的计算方法和阈值设定。

6. 评价方法与流程

提供了具体的操作流程和算法,指导用户如何应用上述指标对测风数据进行系统性评估,包括统计分析、误差分析、对比验证等方法。

7. 结果表达与报告

规定了评估结果的标准化表达方式和报告模板,要求报告应包含评估依据、过程、结果及不确定性分析等内容,便于数据共享和跨领域交流。

8. 案例分析与指导

通过实例分析展示了标准的应用示例,帮助用户更好地理解和实施标准要求,同时提供针对特定应用场景的指导意见。

9. 附录

包含参考文献、术语解释补充、常用公式及计算工具推荐等附加信息,为深入理解和执行标准提供支持。


如需获取更多详尽信息,请直接参考下方经官方授权发布的权威标准文档。

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文档简介

ICS

07.060

CCS

A47

中华人民共和国国家标准

GB/T44395—2024

激光雷达测风数据可靠性评价技术规范

Technicalspecificationforreliabilityevaluationofwinddatafromlidar

2024-08-23发布2024-12-01实施

国家市场监督管理总局发布

国家标准化管理委员会

GB/T44395—2024

目次

前言

·····································································································

1

范围

··································································································

1

2

规范性引用文件

······················································································

1

3

术语和定义

···························································································

1

4

总体要求

······························································································

2

4.1

测风塔及杯式测风仪的设置

·····································································

2

4.2

激光雷达设置

····················································································

2

4.3

平行对比观测时长

···············································································

2

4.4

平行对比观测基础数据信息

·····································································

2

4.5

平行对比观测数据采集同步性

···································································

3

4.6

平行对比设置和观测记录

········································································

3

5

评价方法

······························································································

3

5.1

平行对比分析样本的筛选

········································································

3

5.2

样本分类

·························································································

3

5.3

分析样本数量要求

···············································································

3

5.4

平行对比样本分析处理记录

·····································································

4

6

可靠性评价

···························································································

4

6.1

评价参数

·························································································

4

6.2

评价记录

·························································································

4

6.3

评价指标

·························································································

4

附录A(规范性)

可靠性评价参数计算方法

·························································

6

A.1

激光雷达观测稳定性参数

·······································································

6

A.2

湍流强度

························································································

6

A.3

风切变指数

······················································································

6

A.4

湍流强度切变指数

··············································································

6

A.5

相关系数

························································································

7

A.6

拟合优度

························································································

7

A.7

绝对误差

························································································

7

A.8

相对误差

························································································

7

参考文献

··································································································

8

GB/T44395—2024

前言

本文件按照GB/T1.1—2020《标准化工作导则第1部分:标准化文件的结构和起草规则》的规

定起草。

请注意本文件的某些内容可能涉及专利。本文件的发布机构不承担识别专利的责任。

本文件由中国气象局提出。

本文件由全国气候与气候变化标准化技术委员会(SAC/TC540)归口。

本文件起草单位:中国气象科学研究院、广东省气候中心、北京玖天气象科技有限公司、深圳市国

家气候观象台、华云敏视达雷达(北京)有限公司、北京观详光电技术有限公司、中国三峡新能源(集

团)股份有限公司、华风气象传媒集团有限责任公司、北京全球气象导航技术有限公司。

本文件主要起草人:宋丽莉、陈雯超、全利红、王丙兰、植石群、袁春红、张永山、肖擎曜、

王香云、高瑞泉、舒仕江、孙剑、王尚昆、王瑞明、张继立、薛洋洋。

GB/T44395—2024

激光雷达测风数据可靠性评价技术规范

1范围

本文件规定了利用测风塔安装的杯式测风仪观测数据与激光雷达数据进行平行对比测试的总体要

求、参数和指标,描述了对应的评价方法和可靠性评价。

本文件适用于开展观测高度在400m以下的激光雷达与测风塔安装的杯式测风仪的平行对比观测及

数据可靠性评价工作。

2规范性引用文件

下列文件中的内容通过文中的规范性引用而构成本文件必不可少的条款。其中,注日期的引用文

件,仅该日期对应的版本适用于本文件;不注日期的引用文件,其最新版本(包括所有的修改单)适用

于本文件。

GB/T18709—2002风电场风能资源测量方法

QX/T449—2018气候可行性论证规范现场观测

3术语和定义

下列术语和定义适用于本文件。

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