【PVPMC】中信博-王士涛-双面组件跟踪人工智能解决方案

单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 1 To be the leading solution provider and manufacturer of tracking and racking systems worldwide Copyright ©2019 Arctech Solar. Bruce WangCTO Arctech Solar09/12/2019AI Algorithm for Bifacial Solar tracking system 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 2 To be the leading solution provider and manufacturer of tracking and racking systems worldwide• AI solution• Data analyze• About ArctechAgenda 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 3 To be the leading solution provider and manufacturer of tracking and racking systems worldwide 4 driving and lock points , 4 strings (1500V) Independent Row with 2V Panel Products: TrackersSkyLineIndependent Row with 1V Panel SkySmartIndependent Row with 2V Panel ArcTracker ProLinked Row Push-Pull DesignSkySmart Ⅱ 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 4 To be the leading solution provider and manufacturer of tracking and racking systems worldwideMonitoring System Sky CameraAI Empowered Communication BoxControl Box • Speed• Direction• Irradiance• Current (I)• STM3 2 (x6 4 )• C• General Information• High Resolution Pictures• PythonAI Solution 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 5 To be the leading solution provider and manufacturer of tracking and racking systems worldwideAI Controlling ProcessorSoftware topological structure 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 6 To be the leading solution provider and manufacturer of tracking and racking systems worldwide 1 Controller1 Battery1 Motor1 Inclinometer 1 Motor1 Inclinometer1 Motor1 Inclinometer 1 Controller1 Battery1 Motor1 Inclinometer 1 Motor1 Inclinometer1 Motor1 Inclinometer…Communication BoxUp to 1 6 0 Controllers 8 .6 MW per Communication BoxSave of 0 .2 US Cents CableLora: Wireless communication 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 7 To be the leading solution provider and manufacturer of tracking and racking systems worldwide逆跟踪策略Backtracking Strategyn 分析地形起伏及跟踪系统排布Analyze the terrain relief and tracker layoutn 优化逆跟踪算法Optimize the “backtracking“ algorithmn 规避阵列间阴影，最大化利用辐照资源 Avoid inter-row shadows and maximizing the use of irradiation resources增加发电量0-4%0-4% increase in power generation AI Solution AI 跟踪算法 AI Tracking algorithm常规跟踪算法Common Tracking algorithm 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 8 To be the leading solution provider and manufacturer of tracking and racking systems worldwidebifacial strategyAI Solution 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 9 To be the leading solution provider and manufacturer of tracking and racking systems worldwide云层策略Cloud Strategy n 建立气象数据库establish a weather databasen 结合实时气象数据combine with real-time weather datan 实时获取云层图像，将云层向光伏电站投影real-time cloud images and “cloud to PV plant“ projection n 识别投影区域，区分位于不同区域的跟踪方式identify projection area, differentiate the tracker method at different areas.增加发电量0.5-2%-0.5%-2% increase in power generation Cloud speed 云层速度Cloud type 云类型Bifacial reflection 双面反射And others.其他 AI Solution 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 10 To be the leading solution provider and manufacturer of tracking and racking systems worldwideIC chips solution for controller Emergency Stop Lora antenna MotorString Power PV Input IC Chips controller AI Solution (Lora communication) 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 11 To be the leading solution provider and manufacturer of tracking and racking systems worldwideOutdoor HIT test field 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 12 To be the leading solution provider and manufacturer of tracking and racking systems worldwideOutdoor HIT test field: AlbedoBifacial VS Single-glassGain 14% in May Bifacial VS Single-glassGain 9.8% in July 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 13 To be the leading solution provider and manufacturer of tracking and racking systems worldwideOutdoor HIT test field: AI n The single-glass module’s gain range is 0 - 5.0%, with gross gain of May at 3.4%. 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 14 To be the leading solution provider and manufacturer of tracking and racking systems worldwideOutdoor HIT test field : AI Non-AI on Sunny/Cloudy Day 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 15 To be the leading solution provider and manufacturer of tracking and racking systems worldwideOutdoor Changzhou test field 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 16 To be the leading solution provider and manufacturer of tracking and racking systems worldwideOutdoor Changzhou test field Since the amount of power generation by cloudy days accounts for a small proportion of the solar plants, the data on sunny days should be used as the main reference. 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 17 To be the leading solution provider and manufacturer of tracking and racking systems worldwideOutdoor Changzhou test field 2P VS 1PGain 1.6% 1P: H=1.4~1.5m, D=4~6m2P: H=2.3~2.4m, D=8~12mThe 2P power generation exceeds 1P is 1.6%. 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 18 To be the leading solution provider and manufacturer of tracking and racking systems worldwideOutdoor Changzhou test field 1P: H=1.4~1.5m, D=4~6m2P: H=2.3~2.4m, D=8~12mOn rainy and cloudy days, the module difference in 2P power generation is greater than 1P. 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 19 To be the leading solution provider and manufacturer of tracking and racking systems worldwideCorporate overview Headquarter Kunshan, ChinaFounded 200919GW InstallationEmployees 900+700+Projects 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 20 To be the leading solution provider and manufacturer of tracking and racking systems worldwide2009 2012 2013 2015 2016 2017 2018History Milestone • Skyline Launched• No.1 solar structure supplier world wide• Top 4 tracker supplier world wide• Australia, Latin America and South Europe. • Founded in Kunshan • Entered Solar structure industry • 1st overseas tracker project. • Top 1 solar structure supplier in India• India market • SkySmart Launched• No.1 solar structure supplier world wide• Top 4 tracker supplier world wide• North America, Africa, Middle East markets • Top 1 tracker supplier in APAC.• Top 5 tracker supplier worldwide• APAC markets • Arctracker Pro Launched• Japan, Europe markets.2014 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 21 To be the leading solution provider and manufacturer of tracking and racking systems worldwide34%9%Top 4 Worldwide No.1 in ACPC Region Ø Global No.1 supplier of tracking and racking systems cumulatively in year 2 0 1 6 -2 0 1 8 .Ø Top 4 tracker supplier in year 2 0 1 7 and 2 0 1 8 source: HIS/Wood Mackenzie Market position2 0 1 8 Global PV Tracker Market Share 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 22 To be the leading solution provider and manufacturer of tracking and racking systems worldwideGlobal Networks 7 Overseas branches USA, Mexico, Spain, UAE, India, Japan, Australia4 Service centers Mexico, Spain, India, China Kunshan, China: Headquarters\Shanghai, China: Global Business CenterChangzhou, China: Manufacturing Center Tokyo, JapanDubai, UAE Sydney, AustraliaNew Delhi, IndiaMadrid, SpainMexico City, MexicoSacramento, USA 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 23 To be the leading solution provider and manufacturer of tracking and racking systems worldwideCertifications Global Bankability 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 24 To be the leading solution provider and manufacturer of tracking and racking systems worldwideIndoor testing Dynamic load test platformAging testingSalt spray test …Slew gear lifetime testUltimate load testBearing lifetime test. LaboratoryOutdoor testing 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 25 To be the leading solution provider and manufacturer of tracking and racking systems worldwidePatents PATENTS9 0 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 26 To be the leading solution provider and manufacturer of tracking and racking systems worldwideSteel Section Laser Cutting Welding Robot Aluminum part Accessories Punching Production CAPACITY One of the three facilities 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 27 To be the leading solution provider and manufacturer of tracking and racking systems worldwideProduction CapacitySteel Section Laser Cutting Welding Robot Aluminum part Accessories Punching 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 28 To be the leading solution provider and manufacturer of tracking and racking systems worldwideIndia 2 0 1 66 0 MWp India 2 0 1 71 7 2 MWp Australia 2 0 1 92 5 6 MWp Vietnam 2 0 1 96 0 MWp Mexico 2 0 1 91 4 4 MWp Spain 2 0 1 85 0 MWp Reference Projects – Tracker 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 29 To be the leading solution provider and manufacturer of tracking and racking systems worldwideQinghai, China 2 0 1 67 0 MWp Yuchai, China 2 0 1 76 0 MWp Greece 20148MWp Georgia, USA 2 0 1 76 MWp Namibia 2 0 1 76MWp Dammam, KSA 201710MWp Reference PROJECTS – TRACKER 单击编辑议程1. 单击此处编辑目录文本•单击此处编辑二级目录文本•单击此处编辑三级目录文本2. 单击此处编辑目录文本3. 单击此处编辑目录文本4. 单击此处编辑目录文本5. 单击此处编辑目录文本6. 单击此处编辑目录文本 Copyright ©2019 Arctech Solar. | Confidential |Page 30 To be the leading solution provider and manufacturer of tracking and racking systems worldwideIndia 2015420MWp India 2017390MWp UK 2014100MWp Thailand 201675MWp Takasaki, Japan 201846MWp Philippine 201550MWp Reference PROJECTS – FIXED STRUCTURE