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停运、骗补与逆势狂奔:氢能公交的荒诞经济学

AGI-Signal 2026-06-15 08:59
AGI-Signal 2026/06/15 08:59

邦小白快读

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本文介绍了当前氢能公交行业冰火两重天的矛盾现状,拆解了背后的核心逻辑,明确了氢能产业的未来方向,核心干货如下:

1. 当前行业态势:政策端将氢能定位为“新增长点”,启动第二轮氢能综合应用试点,2026年前四月氢燃料电池汽车累计交付1832辆,广州砸4.83亿元采购450辆氢能公交;但同时多地出现停运潮,佛山二十余辆新车闲置,苏格兰标杆车队被废弃,重庆废止氢能产业指导意见。

2. 矛盾根源拆解:技术上氢能能量利用率仅约30%,远低于纯电的70%-80%,储氢和加氢站建设成本高,物理效率不如纯电;经济上运营成本远高于纯电,企业为拿补贴跑满里程后,就选择停驶止损,头部企业亿华通连续六年亏损,大幅裁员。

3. 未来方向:氢能的真正出路不在城市公交,而在长途干线、矿区、极寒地带的商用重卡领域,目前已经开始批量商业化落地。

本文剖析了氢能产业的现状与逻辑,能给氢能领域品牌商提供布局参考,核心干货如下:

1. 应用趋势:城市公交赛道已经被验证技术和商业都走不通,未来核心增长场景是商用重卡,覆盖大型露天矿区、极寒地带、跨省长途干线物流等纯电难以适配的场景,品牌商需及时调整赛道布局。

2. 产品研发:核心要突破氢能能量利用率低、储运成本高的痛点,当前高压储氢瓶、加氢站建设成本居高不下,是研发降本的核心方向。

3. 商业布局:不能过度依赖政策补贴,需要打造市场化盈利模式,可对接地方政府招商引资打造本地产业链的需求,落地产业集群获得政策支持,同时要警惕骗补行为对行业品牌的伤害,聚焦真技术研发。

本文梳理了氢能产业的政策与市场变化,能给氢能赛道卖家提供明确的机会与风险提示,核心干货如下:

1. 政策动向:当前国家将氢能定位为新增长点,启动第二轮氢能综合应用试点,工信部明确支持氢能在工业园区等场景应用,整体政策利好,但区域政策分化明显,部分地区已经淘汰氢能公交路线。

2. 市场机会:城市公交赛道已经没有增长空间,未来增长风口是商用重卡,在长途、极寒、矿区等场景,纯电存在电池自重挤占载货空间、充电慢的短板,氢能的优势凸显,目前氢能重卡已经从示范转向批量落地,全生命周期成本已经对标燃油车,机会窗口已经打开。

3. 风险提示:不要盲目入局氢能公交赛道,该赛道依赖补贴的模式不可持续,容易陷入拿补贴后持续运营亏损的陷阱,同时要警惕产业投机,避免卷入骗补事件影响自身发展。

本文拆解了氢能产业的发展逻辑,能给涉氢生产制造工厂提供发展方向参考,核心干货如下:

1. 产品生产调整:城市公交赛道的氢能客车需求已经见顶,工厂需要及时调整产能布局,转向氢能重卡的生产研发,针对重卡的长途、极寒使用场景,开发低能耗适配性强的产品,可参考头部企业东风汽车推出400kW重卡电堆,将百公里氢耗降至7kg的技术方向。

2. 商业机会挖掘:当前地方政府有拉动本地氢能产业链落地的需求,工厂可以入驻地方氢能产业集群,比如佛山仙湖氢谷,依托地方政府采购订单拉动,获得更多发展资源。

3. 发展启示:行业当前仍依赖政策驱动,工厂需要提前降低对补贴的依赖,聚焦核心技术降本,解决制储运氢环节的高成本问题,打造自身产品的核心竞争力,应对行业洗牌。

本文分析了氢能产业的矛盾与未来方向,能给氢能产业链服务商提供业务方向参考,核心干货如下:

1. 行业发展趋势:氢能产业已经迈向规模化发展新阶段,城市公交赛道已经逐步退出,未来的核心增长空间在氢能重卡领域,行业逐步从政策驱动转向商业化落地,服务商需要及时调整业务重心,布局重卡赛道的配套服务。

2. 客户核心痛点:当前行业的核心痛点包括,制储运氢全环节成本过高,加氢站建设投入大,终端氢价居高不下;技术层面热力学效率偏低,相比纯电在公交场景没有优势;不少企业过度依赖补贴,存在回款难、持续亏损的问题。

3. 业务方向参考:服务商可以针对性布局加氢站建设运营、氢源供应链降本、核心零部件技术研发服务等业务,围绕氢能重卡的应用场景打造配套服务体系,抓住商业化落地的行业红利。

本文拆解了氢能产业的发展逻辑,能给布局氢能产业的平台商提供运营参考,核心干货如下:

1. 市场需求梳理:当前地方政府有打造氢能产业集群、拉动区域投资的强烈需求,需要平台对接产业链资源,而氢能企业也需要产业园区配套、政策对接等相关服务,平台可以围绕地方产业集群打造完善的服务体系。

2. 招商布局方向:平台招商要重点引入氢能重卡全产业链相关企业,不要再盲目扩张氢能公交相关产能,当前氢能公交已经被验证商业化走不通,存在产能过剩的问题,氢能重卡是未来的核心增长方向。

3. 风险规避提示:平台要严格审核入驻企业的技术与资质,警惕打着氢能旗号的伪科技骗补项目,比如南阳水氢车这类闹剧,避免给平台带来资金和声誉损失,同时要引导入驻企业摆脱补贴依赖,走市场化商业化的发展路线。

本文揭露了氢能公交产业的撕裂现状,拆解了背后三层核心逻辑,为氢能产业研究提供了典型样本,核心干货如下:

1. 产业新动向:当前氢能产业已经完成了城市公交赛道的验证,正式转向商用重卡赛道,氢能重卡在长途干线、矿区、极寒地带等场景的优势已经获得行业共识,目前已经从示范阶段走向批量商业化落地,头部企业东风汽车市占率超过30%,全生命周期成本已经对标燃油车,成为产业新增长点。

2. 产业新问题:氢能产业暴露了多重问题,技术层面存在热力学效率瓶颈、储氢运氢成本高的问题;商业层面存在严重的补贴依赖,出现补贴到账就停运、头部企业持续亏损的问题;政策层面存在地方政府产业锦标赛导致的资源错配,还催生了伪科学骗补的产业投机问题。

3. 研究启示:政策层面需要引导产业向合理场景布局,避免盲目补贴催生资源浪费;商业模式层面,氢能产业需要摆脱财政依赖,打造市场化的盈利模式,依托场景优势实现可持续发展。

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Quick Summary

This article outlines the current contradictory state of China’s hydrogen fuel cell bus sector, where boom and bust coexist, breaks down the core logic behind this divide, and clarifies the future direction of the broader hydrogen energy industry. Key takeaways are as follows:

1. Current industry landscape: Policymakers have positioned hydrogen energy as a "new growth engine" and launched a second round of national hydrogen application pilot projects. In the first four months of 2026, cumulative deliveries of hydrogen fuel cell vehicles reached 1,832 units, with Guangzhou purchasing 450 hydrogen buses for RMB 483 million. At the same time, however, a wave of service suspensions has hit many regions: more than 20 brand-new hydrogen buses sit idle in Foshan, a flagship hydrogen bus fleet in Scotland was scrapped, and Chongqing has abolished its official hydrogen industry development guidelines.

2. Root causes of the contradiction: Technically, hydrogen energy has an overall energy efficiency of only around 30%, far lower than the 70-80% efficiency of battery electric vehicles. High costs for hydrogen storage and refueling station construction also put hydrogen at a physical and economic disadvantage against pure electric powertrains. In terms of operating economics, hydrogen-powered vehicles have far higher running costs than battery electrics; many operators suspend services to cut losses once they hit the mileage requirements to claim government subsidies. Leading domestic fuel cell supplier Sinohytec has posted six consecutive years of losses and implemented large-scale layoffs.

3. Future direction: The real market for hydrogen energy is not urban transit buses, but heavy-duty commercial trucks operating on long-haul trunk routes, in mining areas, and in extremely cold regions, where large-scale commercial deployment is already underway.

This article analyzes the current state and underlying logic of the hydrogen energy industry to provide strategic reference for hydrogen-focused brands. Key takeaways are as follows:

1. Application trend: The urban bus segment has been proven unviable both technically and commercially. The core future growth scenario is heavy-duty commercial trucks, serving large open-pit mines, extremely cold regions, cross-province long-haul logistics and other scenarios where battery electric powertrains are a poor fit. Brands should adjust their strategic layout promptly.

2. Product R&D priorities: Core R&D should focus on solving the pain points of low hydrogen energy efficiency and high hydrogen storage and transportation costs. Currently, high costs for high-pressure hydrogen storage tanks and hydrogen refueling stations are the top priorities for cost reduction through innovation.

3. Commercial strategy: Brands should avoid over-reliance on policy subsidies and build market-driven profit models. Companies can align with local governments’ demands for attracting investment and building local industrial chains by locating in hydrogen industrial clusters to access policy support, while guarding against reputational damage to the industry from subsidy fraud and focusing investment on genuine technological R&D.

This article sorts through policy and market changes in the hydrogen energy industry to provide clear guidance on opportunities and risks for sellers in the hydrogen sector. Key takeaways are as follows:

1. Policy trends: The national government currently positions hydrogen energy as a new growth driver, has launched a second round of comprehensive hydrogen application pilots, and the Ministry of Industry and Information Technology has explicitly supported hydrogen adoption in scenarios such as industrial parks, creating overall policy tailwinds. However, regional policy divergence is pronounced, with multiple regions already phasing out hydrogen bus routes.

2. Market opportunities: The urban bus segment has no remaining growth room. The future growth opportunity lies in heavy-duty commercial trucks: in long-haul, extremely cold, and mining scenarios, battery electrics suffer from battery weight that cuts into cargo capacity and slow charging, highlighting hydrogen’s inherent advantages. Hydrogen heavy trucks have already moved from demonstration to large-scale deployment, with their total cost of ownership now matching that of diesel trucks, opening a window of opportunity.

3. Risk warnings: Do not enter the hydrogen bus sector blindly. The subsidy-dependent business model of this segment is unsustainable, and providers easily fall into the trap of sustained operating losses after claiming subsidies. Market participants should also guard against industry speculation and avoid involvement in subsidy fraud schemes that could damage long-term development.

This article breaks down the development logic of the hydrogen energy industry to provide development direction reference for hydrogen-related manufacturing factories. Key takeaways are as follows:

1. Adjust production and capacity layout: Demand for hydrogen-powered city buses has already peaked. Factories should adjust their capacity layout in a timely manner, shifting to R&D and production of hydrogen-powered heavy trucks. For heavy trucks operating in long-haul and extremely cold scenarios, manufacturers should develop low-consumption products with strong scenario adaptability, referring to the technical direction of leading player Dongfeng Motor, which has launched a 400kW fuel cell stack for heavy trucks that reduces hydrogen consumption to 7kg per 100km.

2. Unlock commercial opportunities: Local governments currently have strong demand to attract and anchor local hydrogen industry chains, so factories can locate in local hydrogen industrial clusters (such as Foshan’s Xianhu Hydrogen Valley) to leverage local government procurement orders and access more development resources.

3. Key takeaways for development: The industry is still largely policy-driven, so factories should reduce their reliance on subsidies in advance, focus on core technology to cut costs, solve the high cost problem across hydrogen production, storage and transportation links, and build core product competitiveness to prepare for coming industry consolidation.

This article analyzes the contradictions and future direction of the hydrogen energy industry to provide business direction reference for service providers across the hydrogen industrial chain. Key takeaways are as follows:

1. Industry development trend: The hydrogen energy industry has entered a new phase of scaled development. The urban bus segment is gradually exiting the market, and the core future growth space lies in hydrogen-powered heavy trucks. As the industry shifts from policy-driven development to commercial deployment, service providers should adjust their business focus promptly and lay out supporting services for the heavy truck segment.

2. Core customer pain points: Key industry pain points include excessively high costs across all links of hydrogen production, storage and transportation, huge upfront investment for hydrogen refueling stations, and persistently high end-user hydrogen prices. Technically, hydrogen has lower thermodynamic efficiency than pure electric powertrains, giving it no advantage in bus scenarios. Many enterprises are also overly reliant on subsidies, facing problems of difficult payment collection and sustained losses.

3. Recommended business directions: Service providers can strategically lay out businesses including hydrogen refueling station construction and operation, hydrogen supply chain cost reduction, and technical R&D services for core components. Building out supporting service systems centered on hydrogen heavy truck application scenarios will allow providers to capture the industry dividend brought by large-scale commercial deployment.

This article breaks down the development logic of the hydrogen energy industry to provide operational reference for platform players laying out in the hydrogen sector. Key takeaways are as follows:

1. Market demand overview: Local governments currently have strong demand to build hydrogen industrial clusters and drive regional investment, requiring platforms to connect industrial chain resources, while hydrogen enterprises need supporting industrial park infrastructure and policy liaison services. Platforms can build a comprehensive service system centered on local industrial clusters.

2. Investment and recruitment direction: Platforms should prioritize attracting enterprises across the entire hydrogen heavy truck industrial chain, and stop blindly expanding capacity related to hydrogen buses. Hydrogen buses have already been proven commercially unviable and face overcapacity, while hydrogen heavy trucks are the core future growth direction.

3. Risk mitigation guidance: Platforms should strictly audit the technology and qualifications of settled enterprises, guard against pseudo-technological subsidy fraud projects operating under a hydrogen banner (such as the infamous Nanyang "water-to-hydrogen" car hoax), and avoid capital and reputational damage to the platform. Platforms should also guide settled enterprises to move away from subsidy dependence and pursue market-driven commercial development.

This article exposes the deeply divided state of the hydrogen fuel cell bus industry, breaks down three core layers of logic behind the divide, and provides a representative case study for hydrogen industry research. Key takeaways are as follows:

1. New industry trends: The hydrogen energy industry has completed testing of the urban bus segment and is now officially shifting focus to the heavy-duty commercial truck track. The advantages of hydrogen heavy trucks in long-haul trunk routes, mining areas, and extremely cold regions have reached industry consensus, and the segment has moved from demonstration to large-scale commercial deployment. Leading player Dongfeng Motor holds over 30% market share, and the total cost of ownership for hydrogen heavy trucks now matches that of diesel trucks, positioning the segment as the industry’s new growth driver.

2. Emerging industry problems: The hydrogen industry has exposed multiple problems. Technically, it faces thermodynamic efficiency bottlenecks and high hydrogen storage and transportation costs. Commercially, it suffers from severe over-reliance on subsidies, leading to the widespread practice of suspending service once subsidies are disbursed and sustained losses for leading players. On the policy side, inter-regional industrial competition has led to widespread resource misallocation and spawned industrial speculation including pseudo-scientific subsidy fraud schemes.

3. Research implications: Policymakers need to guide the industry to lay out in appropriate application scenarios and avoid resource waste caused by blind subsidies. For business models, the hydrogen industry needs to move away from reliance on public finance, build market-driven profit models, and achieve sustainable development by leveraging its inherent scenario-based advantages.

Disclaimer: The "Quick Summary" content is entirely generated by AI. Please exercise discretion when interpreting the information. For issues or corrections, please email run@ebrun.com .

I am a Brand Seller Factory Service Provider Marketplace Seller Researcher Read it again.

年亏6.7亿还在砸钱买。没人算错账,只是算的不是同一本账。

刚刚落幕的江苏昆山FCVC氢能大会上,氢能产业被定调为“迈向规模化发展新阶段”。据公开数据统计,2026年前四个月氢燃料电池汽车累计交付1832辆。政策端同样在加码:政府工作报告首次将氢能定位为“新增长点”,三部门启动了第二轮氢能综合应用试点。

然而,就在同一片产业热土上,今年年初广东佛山南海区的一个客运站停车场里,二十多辆崭新的天蓝色公交车被拔掉钥匙,静静地停在草地上任由风吹日晒。它们并没有发生任何机械故障,但挡风玻璃上却贴着一张告示:“氢气车够里程安排停驶,不能运营”。

车没坏却要强制停驶?这仅仅是氢能公交一系列矛盾的缩影。

在苏格兰,曾经耗资数千万英镑、被誉为全球标杆的阿伯丁氢动力双层公交车队,在2026年初被市议会叫停并全面废弃,彻底转向电动车。在中国西南,重庆市更是直接发文废止了氢能汽车产业指导意见,官方目标完成率不足三成。

种种迹象似乎都在宣告氢能公交正在遭遇大溃败。然而,矛盾的是,就在2025年12月,广州砸下4.83亿元的采购大单,一口气采购了450辆氢能公交车。一面是存量停运潮,一面是政策与市场同步加码,氢能产业的撕裂感从未如此强烈。

在疯狂停运弃用,与重金逆势狂奔之间,氢能公交这盘棋,究竟在下什么?要回答这个问题,需要拆解三层逻辑:技术之困、经济之困,以及藏在账本最深处的政治经济学。

原理完美,物理不答应

从科学原理上看,氢能公交几乎是人类想象中理想的环保工具。它的动力来源不是内燃机的直接燃烧,而是氢气与氧气在燃料电池中发生电化学反应,唯一的副产物只有纯净的水,实现了零碳排放。氢气质量能量密度极高,一辆氢能公交加满气只需不到15分钟,就能行驶500到800公里;而纯电动客车充电动辄需要几个小时,续航仅有200至400公里,且还要搭载沉重的电池包挤占载客空间。

既然如此完美,为何在现实中却被电动车大幅超越?核心原因在于热力学效率的物理瓶颈。

从发电、电解水制氢,到高压压缩、重型管束车运输,再到燃料电池逆向发电,每一次能量形态的转换都会损失大量能量。苏格兰斯特拉斯克莱德大学的能源专家测算,同样输入100度初始电力,纯电动车的最终能量利用率可达70%—80%,而氢能车仅剩30%左右。在同等能源消耗下,电动公交的实际行驶距离是氢能公交的两倍。

其次,氢气体积能量密度低、极难压缩且易燃易泄漏,必须使用35兆帕甚至70兆帕的碳纤维高压储氢瓶,制造与储运成本居高不下。建设一座加氢站动辄上千万元,基建瓶颈直接锁死了大规模推广的可能。

技术层面的结论已经清晰:在城市公交这条赛道上,氢能从物理效率上就输给了纯电动路线。

补贴一停,立刻停驶

回过头来看,佛山的氢能公交为什么没坏却要强制停在草地上闲置?答案就在那张“够里程安排停驶”的告示上。这背后是一笔沉重的地方财政账目。

佛山曾是全国最激进的氢能先行示范区,累计斥资超10亿元买入近千辆氢能公交。这些车单价一度高达180万元左右,是同级别纯电动车的两倍多。在当时的政策红利期,每辆车通过国家和地方的双重补贴机制,最高可套取近80万元的巨额财政补贴。

但要拿到这笔补贴有一个硬性门槛:车辆必须累计跑满2万公里的真实运营里程。

问题出在日常运营成本上。全国范围的交强险及行业数据显示,氢燃料客车的每公里运营成本约1.8元,而电动车仅为0.8元。在佛山,除了南海区有加氢补贴(将终端氢价压至33元/公斤)外,其他各区均面临约50元/公斤的高昂市场价。氢能公交的盈亏临界点是35元/公斤。这意味着一辆日均耗氢13公斤的公交车,单日燃料成本轻松突破三四百元,跑一趟亏一趟。

为了拿到那几十万的购车补贴,公交公司只能承受每天高昂的燃料亏损,拼命让车跑。广东省交通厅数据显示,这批停驶的氢车平均每辆已安全行驶超过9万公里,早已跨过了补贴门槛。在补贴到账后,面对公交客流的逐年锐减和地方财政的吃紧,公交公司选择把成本最高的氢能公交直接停驶,切断每日加氢亏损。这是最现实但也唯一理性的商业抉择。

上游同样惨淡,就连“氢能第一股”亿华通,也在经历资本市场的考验。

由于严重依赖政策红利和补贴迟缓导致的回款黑洞,公司连续六年录得净亏损,且亏损持续扩大。2025年其实现营收仅为2.59亿元(几乎倒退回8年前的规模),但归母净利润巨亏超过6.71亿元。为了在寒冬中求生,这家标榜硬核科技的企业甚至两年来大幅裁减了研发人员,2025年末研发团队已从鼎盛期的300多人缩减至90余人。

经济层面的结论同样清晰:氢能公交在运营端是一笔算不通的账,无论对公交公司还是对上游供应商。

地方政府的产业赌注

既然技术输给了纯电,经济上算不过账,头部企业持续亏损,为什么广州市依然逆势抛出4.83亿元的450辆客车大单?

因为地方政府算的根本不是公交公司的“车票钱”,而是招商引资的“产业经济账”。

对于地方政府而言,花几个亿买公交车,本质上是一笔产业投资的“入场券”。以佛山为例,虽然公交运营端承受了巨额亏损甚至闲置,但通过这些巨额的政府采购大单,佛山成功在南海区造出了一个估值惊人的“仙湖氢谷”。如今这里集聚了百余家涉氢企业,带动了区域内超400亿元的总投资,并提出了2035年产值突破千亿元的目标。

广州的4.83亿大单同样遵循这一逻辑:中标的主力直接给了本土企业广州开沃,单价被极限压缩至107万元左右。这450辆车将直接拉动广州开发区内二十余家氢能零部件核心企业的超2亿元产值需求,形成高度本地化的“内循环”闭环。他们是在用财政真金白银买单,给本地高新技术产业链输血。

当一项技术拥有“高科技”光环,却在现实中遭遇深层商业化死锁时,往往会引来投机者的围猎。2019年轰动全国的河南南阳“水氢发动机”事件,便是产业投机最极端的注脚。

当时,地方媒体在头版高调宣传青年汽车集团研发的“神车”下线,号称“车辆只需加注自来水,就能实时制取氢气行驶”。这种公然违背基本物理“能量守恒定律”的伪科学,与南阳市政府达成了总投资近80亿元的合作协议,其中地方政府平台被要求注资40亿元。科学界迅速指出:所谓加水就能跑,其实是靠昂贵的铝基催化剂与水反应,而制取这些高能催化剂耗费的电能极其庞大,经济上是个无底洞。不仅如此,创始人庞青年名下公司曾158次被最高法列为失信被执行人,有严重的“老赖”和骗取政策资源的记录。在巨大的舆论风暴中,工信部介入,禁止该车型上路并彻底堵死其申请新能源补贴的路径,这场荒唐的闹剧才收场。

当然,南阳与佛山、广州有本质区别:前者是伪科学骗补,后者是用财政订单换产业链落地。但它们的共同点在于,氢能公交从来不是单纯的技术叙事或商业叙事。它是一场由财政补贴驱动、地方政府主导、产业资本逐鹿的“产业锦标赛”,赢家拿到千亿级产业链,输家留下一堆闲置的公交车和一张张“够里程安排停驶”的告示。

公交赛道已封,重卡赛道开启

经历三轮拆解,结论已经清晰:在城市公交这条赛道上,氢能既输给了物理极限,也输给了经济账。整个行业已经形成共识,氢能公交在运营端和技术端都走不通。至于地方政府为什么还在买,那是另一本账,产业招商账。两本账互不矛盾,只是算账的人不同。

那么,氢能汽车的未来究竟在哪里?答案是商用重卡。

2025年,中国新能源重卡销量突破23万辆,行业渗透率逼近30%,但其中绝大多数是纯电重卡,只能在港口或封闭厂区内进行几十公里的短驳。在大型露天矿区、极寒地带或跨省长途干线物流等极限场景下,纯电重卡必须背负重达数吨的电池包,不仅吃掉宝贵的载货吨位,动辄数小时的充电更是拖累了物流的流转效率。2026年5月,东风汽车发布全球首款400kW重卡电堆,49吨氢能牵引车百公里氢耗降至7kg,全生命周期成本开始对标燃油车。

这正是氢能重卡的机会窗口。

同样的热力学效率30%,为什么在公交上输给了纯电,在重卡上反而成了优势?因为重卡场景下,纯电的物理瓶颈,电池自重吃掉载货吨位、充电时间拖垮物流效率,比氢能的效率瓶颈更致命。两害相权取其轻,氢能重卡自重轻、加气快、无惧极寒的优势得以凸显。2026年初,工信部等部门已明确发文,将氢能定义为工业园区内部物流等场景的重要清洁燃料。

同期,东风汽车氢燃料整车累计销量突破9200辆,市占率超过30%,场景遍布全国40余座城市,氢能重卡的商业化正从示范走向批量落地。

技术之困、经济之困、政治经济学,三层逻辑走下来,氢能的真正出路不在城市公交,而在矿山、极寒地带与跨省长途干线物流。这才是氢能产业在经历资本骗局与政策摇摆之后,唯一可行的方向。

注:文/AGI-Signal,文章来源:钛媒体(公众号ID:taimeiti),本文为作者独立观点,不代表亿邦动力立场。

文章来源:钛媒体

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