COUNTRY SOURCES / TH
泰国:无人机巡检资料
WebSearch in Thai (โดรน ตรวจสอบ + สะพาน/เขื่อน/สายส่ง/โซลาร์/อาคาร/ท่อส่งก๊าซ/กังหันลม/ทางรถไฟ, กพท. กฎหมายโดรน) plus English (EGAT drone inspection). Preferred national dailies, Thai PBS, EGAT/CAAT official pages, the Drone Association Thailand, and vendor cases only with Thai sites and numbers. Many hits were off-topic (MEA, bridge-safety and dam articles with no drone content) and were dropped after reading. INCOMPLETE: the shared WebSearch budget (200/turn) and WebFetch budget (400/hour) ran out after 16 items, so the target of 30 was not reached; uses such as sewer, railway, port, telecom tower and plant boiler are not yet covered. 追補(2026-10-22):下水道・鉄道・港湾・通信塔・プラント内部を狙ってタイ語で約8回検索(「โดรน ตรวจสอบ ท่อระบายน้ำ กรุงเทพมหานคร」「การรถไฟแห่งประเทศไทย โดรน ตรวจสอบ」「การท่าเรือแห่งประเทศไทย โดรน แหลมฉบัง」「โดรน ตรวจสอบ เสาโทรคมนาคม」「โดรน ตรวจสอบ ภายใน ถัง หม้อไอน้ำ โรงกลั่น」「กฟภ. โดรน」「โดรน สะพาน กรมทางหลวงชนบท」「รฟม. โดรน」)。開いた記事の多くはドローンに触れない(バンコクの排水管浚渫予算、鉄道の障害物検知レーダー、運転士の薬物検査、配管の水中検査ロボット、PEAの通信網)か、既存 th-01 と同じ AeroSky 設立の報道、またはフィリピンでの通信塔点検(STOWER)で除外。共有の WebFetch 予算(400回/時)が尽きたため th-18 で止めた。下水道・鉄道・港湾・通信塔の国内ドローン点検事例は依然として見つかっておらず、18件で未完。 追補2(2026-10-22):EGAT・PEA・MEA・SRT・タイ港湾公社・PTT・AIS/True・道路局・CAAT の名称とタイ語の検索語、さらに学術用語「อากาศยานไร้คนขับ ตรวจสอบ」で約24回検索し、11件を追加して29件にした(EGAT 公式3件、経済紙1件、Gunkul のサービスページ1件、全国土木工学会議・ThaiJO・チュラロンコン大学の論文6件。論文のうち5件は抄録のみ確認)。除外したもの:道路局の橋 17,500 か所点検(ドローンに触れない)、PTT のガス管安全対策(車両・徒歩巡視とピグのみ)、地震後の建物点検報道(ドローンなし)、メーモ鉱山の地すべり(地上計測器のみ)、AIS×ARV の Blognone 記事(th-20 と同じ実証の広告記事)、王室灌漑局の貯水池周辺監視の広告記事(構造物の点検ではない)、ドローンを使わない橋脚損傷検出や VTOL 機設計の論文、タイの風車保守会社のページ(事例なし)。PEA の年報 PDF は取得失敗(504)。下水道・鉄道・港湾・通信塔の国内ドローン点検事例は今回も見つからず、30件に届かないため29件で止めた。
已读全文: 21 · 仅看过搜索摘要: 3 · 已读摘要: 5
如果您关注的是配送而非巡检,物流指南汇集了泰国的无人机配送规则与一手来源。
没有结果。请试试更短的词。
news · 2021-05-22
PTTEP 进军面向泰国工商业的大型结构无人机检查服务
报道 AeroSky(泰国)的成立,这是 PTTEP 子公司 ARV、马来西亚 Aerodyne 和 Digital Creation 的合资企业,以无人机检查高耸或难以到达的结构。电信铁塔、电杆、烟囱和油储罐被列为目标,其卖点是省去脚手架可节省时间和费用并降低风险。
- Joint venture: ARV (PTTEP subsidiary) + Aerodyne Group + Digital Creation
- Targets: telecom towers, electricity poles, chimneys, oil storage tanks
⚠ No drone model, sensor specs or measured savings given; benefits are the company's claims
入选理由: National daily (Thai Post); a national energy group (PTTEP) entering the inspection services market
case_study · 2024-10-02
ARV and the Department of Highways use drones to survey flood-damaged areas in Chiang Rai
2024 年 8 月洪灾后,公路局养护处与 ARV 使用 ARV 的自主无人机 HORRUS 对清莱公路沿线的损毁进行勘查。飞行定位了班组难以到达之处的山体滑坡、路基沉陷和受损桥梁,结果用于制定修复计划和重型机械的安全进场路线。
- Flights 25–30 Aug 2024, three per day; 86.72 km flown in about 4 h 44 min
- 17 damage sites found: 8 landslides, 6 subsidence areas, 3 damaged bridges
- About 30 min per charge, automatic return to dock, control range up to 7 km, 4K/30fps live video
- Segment Anything Model (SAM) used for image analysis
⚠ Rapid damage survey after a disaster, not routine structural inspection / Cost savings are claimed but not quantified
入选理由: National business daily; joint work with a central government road authority; concrete numbers
news · 2024-12-23
石油遇上科技:雪佛龙首次在泰国石油生产中测试无人机
泰国雪佛龙在泰国湾中部的海上井口平台上空以相机无人机开展了超视距概念验证,旨在通过实时视频发现泄漏和不安全设备。文中称这是泰国石油生产中首次 BVLOS 无人机应用,获 CAAT 和 NBTC 批准,泰国公司 Skyller 为技术合作伙伴。
- Site: Pailin platform, Gulf of Thailand
- BVLOS operation approved by CAAT and NBTC
- Partner: Skyller Solutions (Thai UAV inspection firm)
- Second PoC planned for 2025
⚠ Proof of concept only; no drone model or measured savings published / Marketing/trade outlet relaying a company announcement
入选理由: Thai marketing/business media; first reported BVLOS offshore use in Thailand
article · 2025-04-30
CPAC promotes drones and digital tools for building survey and maintenance
介绍 CPAC(SCG 集团)面向高层建筑、医院、工厂、桥梁和高速公路桥墩的无人机外墙检查服务。高清影像发现裂缝,热成像相机标记渗漏和隐蔽缺陷,激光雷达构建 3D 模型并关联 BIM 用于修复规划。该公司称其比绳索作业或升降设备更安全、更快。
- Sensors: HD/4K camera, thermal camera, LiDAR
- Offered for buildings of 4 floors or more; LiDAR example of concrete silos over 50 m tall
- Full survey in a few hours versus several days by conventional methods (company claim)
⚠ Vendor service description; time savings are the company's claim, no independent data
入选理由: Thai business news site; service of a major national construction group (SCG/CPAC)
regulation · 2026-05-13
CAAT tightens drone rules: training, registration and online flight permits from 17 May 2026
泰国公共电视台根据政府简报,概述 CAAT 针对 25 kg 以下无人机的新规,于 2026 年 5 月 17 日生效。测绘等商业作业归入中等风险的特定类别,需进行风险评估并事先获批,还需经认可的飞行员培训、可见的注册标识以及每次飞行的在线飞行计划,这些都影响检查运营商。
- Effective 17 May 2026; applies to drones up to 25 kg
- Licence validity extended from 2 to 5 years; renewal at least 30 days before expiry
- Third-party insurance minimum 1 million baht per occurrence
- Registration mark format XX-NN-NN-NNNN on fuselage
⚠ News summary of a briefing; exact requirements should be checked against the CAAT announcement itself
入选理由: National public broadcaster; national regulator's rule change
news · 2026-04-17
CAAT observes a demonstration of drones cleaning a high-rise building in Bangkok
CAAT 的一份官方新闻稿称,其局长和无人机系统适航人员在曼谷一栋高层建筑上观摩了受控的无人机外墙清洗演示。重点在于在监管机构监督下合规、安全地运行。这属于维护而非检查,但显示监管机构正在参与高层外墙的无人机作业。
- Demonstration held 10 April 2026 on a Bangkok high-rise
- Attended by CAAT director and UAS airworthiness standards staff
⚠ Cleaning, not inspection / No drone specs, building name or performance figures given
入选理由: Official national aviation regulator release
article ·
各行业的无人机趋势
PTT 集团 IT 部门的一篇行业趋势文章。文中介绍与农业大学合作开发的混合动力垂直起降固定翼无人机“Accel”,用于从空中检查油气管道线路和高压线路走廊。据称在一条天然气管道线路的测试中,它识别出一台在管线附近作业的挖掘机;无人机还用于监视破坏管道围栏的野象。
- 'Accel' hybrid VTOL fixed-wing drone co-developed with Kasetsart University, shown at Thailand Digital Big Bang 2019
- Pipeline right-of-way test detected a backhoe working in the area
⚠ No publication date shown (sources cited are from 2019–2020) / Mostly a general trends article; inspection results are anecdotal
入选理由: Publication of Thailand's national energy group (PTT); domestic pipeline use
case_study · 2020-01-30
Drones survey structures for dam maintenance
EGAT 土建维护人员使用无人机对一座高约 50 m、坡度达 45 度的大型混凝土坝体结构进行裂缝测绘。他们布设地面控制点,执行拍照任务,生成精确的裂缝图用于修复设计和费用估算,并称这种方法比人工接近更快、更安全。
- Drone: DJI Inspire 2
- Structure about 50 m high (≈15 storeys), slopes up to 45°
- Ground control points + photogrammetry to produce a crack map
⚠ Specific dam not named / No numbers on time or cost saved
入选理由: Official article of the national generation utility (EGAT)
article · 2023-04-25
风机维护要点
EGAT 介绍其南塔空风电场的维护工作。对于轮毂和叶片,无人机检查叶片和塔筒的裂缝和剥落,若损坏严重,技术人员再垂降进行检查和修复。这显示无人机用于初步筛查,细致工作仍由人完成。
- 14 turbines, up to 27 MW
- Maintenance work at 94 m height
- Drone check first; rope access when damage is extensive
⚠ Drone use is a short mention within a broader maintenance article; no drone model or results
入选理由: Official article of the national generation utility (EGAT)
article · 2017-10-30
The new role of drones as helpers for the energy and utilities industry
普华永道泰国的一篇博客认为,无人机在泰国能源和公用事业领域尚未普及,但很快就会普及。文中列举了资产盘点与维护、线路附近植被管理和施工前勘测等用途,并指出坠机损坏线路和数据被盗等风险。
- Cites PwC's global estimate of US$9.46 bn for drone-addressable value in energy and utilities
- Cites US$169 bn yearly global utility losses from outages
⚠ 2017 article; figures are global, not Thai / Forecast/opinion rather than case data
入选理由: Major consultancy's Thai-language analysis, often cited early reference
case_study · 2019-02-14
Terra Drone optimizes long distance power line inspection for distributors in Thailand and Poland
Terra Drone(日本)宣布为泰国 EGAT 和一家波兰经销商提供固定翼 RTK 无人机输电线路测绘,生成线路 3D 地图和树木修剪报告。其卖点是能快速覆盖长距离线路。
- 12 km of line mapped in one day (Thailand)
- Sony RX1R II 42 MP camera on fixed-wing RTK drone; about 1 cm GSD
- Flights up to 60 minutes each; 50 km total across all flights (split not stated)
⚠ Manufacturer/service-provider press release / Thai vs Polish share of the 50 km total not stated
入选理由: Concrete case with EGAT as client and specific numbers
regulation · 2026-02-21
Keel Max and Thai drone law: what operators must know before flying
泰国无人机协会以 230 kg 的 Keel Max 为例,解读交通部 2024 年针对 25 kg 以上无人机的公告。内容涵盖 CAAT 的航空器和飞行员注册、NBTC 频率批准、每次飞行的提前报备、禁飞区和紧急禁飞令,面向重载无人机的运营商。
- Drones over 25 kg fall under a 2024 Ministry of Transport notification
- Per-flight notice via UAS Portal at least 3 days ahead (per the article)
- Example of nationwide flight ban in July–August 2025
⚠ Association explainer, not the legal text; insurance not covered
入选理由: National drone industry association
news · 2020-03-30
Drones survey reservoirs to increase storage against drought (30 March 2020)
转述 Komchadluek 的报道:皇家灌溉局清迈项目以无人机测绘了 Doi Saket 两座水库的地形。该勘测为修缮和清淤以提高库容做准备,旨在缓解干旱和洪水。
- Royal Irrigation Department, Chiang Mai Irrigation Project
- Two reservoirs: Huai Khamin and Huai Hong Khrai
⚠ Topographic survey for dredging, not structural inspection of the dam / No figures on area, volume or cost
入选理由: Government agency news digest relaying a national daily; national irrigation authority
news · 2022-08-22
自动化无人机将监测泰国的浮动光伏电站
行业新闻称 Percepto 和 Top Engineering 将为 EGAT 承包的诗琳通大坝 45 MW 水电—浮动太阳能混合项目提供机库式无人机系统。无人机自主检查光伏板、变电站、变压器、浮体和围栏,并可远程运行。
- 45 MW hydro-floating solar hybrid on Sirindhorn Dam, seven floating sections
- Percepto AIM software and drone-in-a-box
- Remote operation from up to 600 km away
⚠ Announcement of deployment; no inspection results or savings reported
入选理由: Regional infrastructure trade media; national utility project
regulation ·
Shortcut menu for unmanned aircraft (drones)
CAAT 的无人机程序入口页面。仅看到搜索结果的标题,未阅读页面正文。列为注册和执照的官方参考入口。
⚠ Body not reviewed; contents unverified
入选理由: Official regulator page
regulation ·
Association joins CAAT meeting on new guidance for certifying drone pilot training centres
从标题看,该协会出席了 CAAT 关于无人机飞行员培训中心新认证指南的会议。正文无法获取;其与 2026 年强制培训规定的关联可能存在但未经核实。
⚠ Body not reviewed (fetch budget exhausted); date unknown
入选理由: National drone industry association; regulator consultation
news · 2021-07-06
“Novy Drone”:在 Ming Dih 工厂火灾中找到截止阀的英雄
2021 年 7 月北榄府一家泡沫颗粒工厂的大型地下化学品储罐爆炸起火期间,泰国初创公司 Novy Drone 的无人机在直升机停飞后找到了储罐的截止阀,使救援人员得以带泡沫消防车接近。该公司脱胎于 KMUTT 的 FIBO 研究所,运营测绘和喷洒无人机。
- 2021年7月5日夕方に遮断弁の位置を特定
- 測量機はカメラ5台で3次元地図を作成
- 1回の充電で約300ライを測量(会社の公称値)
⚠ 点検ではなく災害時の状況把握 / 弁の位置特定以外の役割や公的な確認は記事にない / 精度90%などは会社の主張
入选理由: 全国紙クルンテープ・トゥラキット。危険物プラントの事故でドローンが使われた国内の具体例
news ·
KMUTT teams up with IROYAL to develop a 'smart drone' for infrastructure inspection, large-area surveys and utilities
从标题看,泰国国王科技大学(吞武里)正与 IROYAL 合作开发用于基础设施检查、大面积测绘和公用设施系统的“智能无人机”。正文无法获取,未阅读。
- 大学(KMUTT)と企業IROYALの共同開発(見出しによる)
⚠ 本文未確認(取得時にサーバーエラー)。用途・数値・時期は不明
入选理由: 全国紙タイポストの記事。国内大学のインフラ点検ドローン開発。下水道・鉄道などの用途を探す検索で上位に出た
case_study ·
Drone Thermal Scan
泰国可再生能源开发商 Gunkul 旗下子公司的一个页面,介绍一项服务:以热成像无人机飞越光伏电站,用 AI 对热点等故障进行分类并估算发电损失。报告可让维护承包商定位并更换故障组件。
- Baseline cited: handheld thermal camera inspection of a solar farm can take 2–3 months
- Workflow: drone imaging, AI classification and loss estimate, report to owner and O&M contractor
⚠ Vendor page; no drone model, accuracy, coverage rate or measured savings / No named sites or clients
入选理由: Gunkul, a listed Thai renewable energy and grid contractor; one of few Thai-language solar drone inspection services from a major domestic company
news · 2023-07-10
AIS and PTT show Thailand's first 5G drone, unlocking remote control
一家财经日报报道 AIS 与 PTT 集团演示通过 AIS 的 5G 网络远程操作 ARV 的自主无人机 Horrus。它从控制中心按计划航线飞行,检测到异常时实时回传图像和视频。预期用途包括天然气勘探区、天然气分离厂和工厂场地。
- Drone system: Horrus by ARV (PTTEP subsidiary), with docking station
- 5G SA on 2600 MHz with network slicing and edge computing
- Tested under the UAV Regulatory Sandbox in Wangchan Valley
⚠ Demonstration, not a routine inspection programme; emphasis is on security patrol and connectivity / No inspection results or performance figures
入选理由: National business daily (Thansettakij); Thailand's largest mobile operator and national energy group
news · 2024-11-12
EGAT 在 Thailand Drone Exhibition and Symposium 2024 上展示如何用无人机保障电力安全
EGAT 研究部门汇报其在 CAAT 主办的全国无人机展上的展出。文中列举了该公用事业公司的无人机用途:高压线路架设与检查、风力发电机检查、光伏板故障查找、大坝和建筑裂缝检查、地形测量和水样采集。
- Event: 7–9 November 2024, organised by CAAT under the theme 'Drone It Right'
- EGAT's Director of Transmission Asset Management attended
⚠ List of uses only; no fleet size, models or results
入选理由: Official EGAT (state power utility) research site; national CAAT event
article · 2024-05-07
Unseen EGAT by ENGY: six preventive maintenance methods for the transmission system
EGAT 面向大众介绍其输电线路的六种预防性维护方法。除车巡、步巡、登塔和年度直升机巡线外,无人机被列为用于定位故障原因和检查特定设备。这显示无人机是多种工具之一,而非替代品。
- Network over 39,000 circuit-km at 115, 230 and 500 kV
- Helicopter patrol once a year focused on right-of-way encroachment
⚠ Drone role described in one line; no sensors, frequency or results given
入选理由: Official EGAT site; shows how drones fit into the national transmission operator's maintenance regime
case_study · 2026-01-28
People are not robots who can stand in the sun all day: AI plus UAV for smart solar cell inspection
EGAT 介绍与 NECTEC 共建的光伏板检查平台:无人机按预先规划的航线自动飞行,AI 检测裂缝、热点和衰减并撰写报告。该平台在夜丰颂一座 1 MW 阵列上进行了试用,据称大幅缩短了检查时间。
- 1 MW trial at the Pha Bong smart grid site: about 180 minutes down to about 40 minutes
- Inspection time reduced by up to 80% (EGAT figure)
- Context: EGAT floating solar at Sirindhorn and Ubol Ratana dams
⚠ Single trial site; no detection accuracy reported / Drone and camera models not stated; service to private operators is a future plan
入选理由: Official EGAT article; joint development with NECTEC (national research agency) with a measured time figure
research_paper · 2021-06-24
Application of unmanned aerial vehicle to inspection of building construction project
清迈大学在全国土木工程会议上发表的论文,比较了小型无人机检查与人工检查建筑工程的效果。在一项屋顶更换和一座停车场结构工程中,无人机拍到了铺设不良的瓦片、墙体和焊接桁架节点。论文认为该方法便捷且更安全,但列出了具体局限:相机无法向上倾斜,细线无法被检测到,风雨会使飞行中止。
- DJI Mavic Air 2; about 25–30 min real flight time versus 34 min rated, because of wind
- Photos taken at about 2 m from walls and connections
- Parking building 8 m × 24 m × 4 m, reinforced concrete with welded truss roof
⚠ No measured time or cost comparison; speed advantage based on supervisor feedback / Undersides of roofs could not be photographed; pilot must keep line of sight
入选理由: Peer-reviewed paper at Thailand's national civil engineering convention (NCCE)
research_paper · 2024-06-21
Application of unmanned aircraft (drones) in high-rise building and risk area inspection
宣素那他皇家大学期刊上一篇关于使用无人机检查高层建筑施工的论文摘要。操作员在智能手机上查看实时视频并记录影像,使监理人员能在进入前评估工地及其风险。论文称可缩短检查时间并提高安全性。
- Tamnak Journal Vol. 1 No. 2, pp. 11–23
⚠ Only the abstract was read; it reports no quantitative results or named sites
入选理由: Thai academic journal indexed on ThaiJO; Thai-language practice-oriented study
research_paper · 2022-09-20
Investigation of bridge inspection using unmanned aerial vehicle
朱拉隆功大学在全国土木工程会议上发表的论文摘要,测试由无人机照片生成的点云和正射影像能否支持桥梁目视检查。与实际桥梁对照,距离误差较小,但损伤评估误差仍较明显。
- GSD 0.5 cm/pixel, 80% overlap and sidelap, 29 control and check points
- Average orthophoto distance error 1.14%
- Average damage-assessment error 12.37% against 26 damage locations
⚠ Only the abstract was read; bridge not named / Same research group as th-27
入选理由: Peer-reviewed paper at Thailand's national civil engineering convention with quantitative accuracy results
research_paper · 2022
Application of unmanned aerial vehicle system to visually inspect reinforced concrete bridges based on photogrammetry
朱拉隆功大学硕士论文摘要。论文按照公路局 BMMS 手册以无人机摄影测量检查钢筋混凝土桥梁,确定了所需控制点数量以及按构件统计的坐标、距离和损伤尺寸误差。较小的损伤表现出较大的尺寸误差。
- Stable results with 6 control points for the superstructure and 4 each for sides and piers
- Average coordinate and distance error 1.42%
- Damage-size error 21.87% (small), 19.55% (medium), 0.83% (large)
⚠ Only the abstract was read; bridge site not stated / Same author as th-26; separate publication with different figures
入选理由: Thesis from Chulalongkorn University, Thailand's leading engineering school, tied to the national highway bridge manual
research_paper · 2022-09-20
A study of image processing technique using an unmanned aerial vehicle for wearing surface assessment
全国土木工程会议论文摘要:以无人机拍摄钢筋混凝土桥面表面,并用图像处理测量损伤的面积、尺寸和形状。研究动机在于,常规目视检查需要封闭车道,造成拥堵并给检查人员带来风险。
- Targets wearing-surface damage on reinforced concrete bridges
⚠ Only the abstract was read; it gives no results or site
入选理由: Peer-reviewed paper at Thailand's national civil engineering convention
research_paper · 2025-03-13
Assessing damage to a solar farm using photographs and thermal images from unmanned aerial vehicles
一篇论文摘要,以无人机摄影和热成像对那拉提瓦一所大学校园内运行五年的地面光伏电站进行勘查。发现了前玻璃开裂、积灰、杂草遮挡、内部腐蚀与分层以及热点,并得出结论:无人机可为大型电站节省时间和费用。
- Plant capacity 502.2 kWp
- References cite a DJI Mavic 2 Enterprise Advanced
⚠ Only the abstract was read; no counts or percentages given there
入选理由: Thai university journal on ThaiJO; a domestic, named-site solar case