新能源时代的 AI 仿真引擎AI Simulation for the New Energy Era

设计 · 仿真
让光储创造价值 Design. Simulate.
Monetize Solar & Storage.

VLZN 是面向光伏与储能专业工程师的 AI 仿真平台——从卫星地图铺设、逐时发电预测，到储能套利模型与投融资级财务分析，让方案制作从数周缩短到数分钟。 VLZN is the AI-powered engineering platform for photovoltaic and energy-storage professionals — from satellite-based layout and hourly generation forecasting to storage arbitrage modeling and investment-grade financial analysis. Go from site survey to bankable proposal in minutes.

预约在线演示Book a Live Demo 探索平台能力Explore the Platform
分钟 min
平均设计耗时Avg. Design Time
0
效率提升Efficiency Gain
0
全球项目落地Global Projects
小时 h
逐时 AI 预测Hourly AI Forecast
项目 · PROJECTPROJECT 屋顶光伏 + 储能Rooftop PV + BESS · 2.4 MW
模式 · MODEMODE 峰谷套利 + 需求响应Arbitrage + DR
电价 · TARIFFTARIFF 分时电价 · 两部制TOU · Two-part
DeepSeek-R1 OCR 8760h Forecast BESS Arbitrage
00:0006:0012:0018:0024:00
> 正在从卫星影像识别屋顶可用平面…Detecting rooftop planes from satellite imagery…
> Recommending 610W module
> 优化储能峰谷套利策略 · 预计 IRROptimizing BESS arbitrage · IRR est. 8.6%
8.6%内部收益率IRR
6.2 年yrs回收期Payback
92.4%自用率Self-Use

一套平台，覆盖全部能源场景One Platform, Every Energy Scenario

五大专业仿真引擎，覆盖光伏、储能与微电网项目全生命周期——大型地面电站、工商业分布式、离网与户用场景。 Five specialized simulation engines covering the full lifecycle of solar, storage and microgrid projects — utility-scale, C&I, off-grid and residential.

01 / SOLAR

光伏设计模拟Solar Design & Simulation

覆盖项目全阶段的设计能力：前期卫星地图、中期无人机 3D 建模、后期专业设计。支持组件智能排布、三维阴影分析、双面增益计算与风压雪压校核，屋顶、地面、车棚一次搞定。 Multi-stage PV design across satellite maps (early stage), drone-based 3D modeling (mid-stage) and professional layout (detailed engineering) — with automated module placement, 3D shading analysis, bifacial gain and wind/snow load validation.

  • 组件智能排布Auto layout
  • 三维阴影分析3D shading
  • 双面组件Bifacial
  • 风雪荷载Wind & snow
  • 彩钢瓦 / 混凝土屋面Metal / concrete roof
02 / STORAGE

储能设计模拟Energy Storage Simulation

面向削峰填谷、需求响应与峰谷套利的 AI 储能建模。多种投资模型并行对比，算法自动给出最优、最合理、收益最高的配置方案。 AI-driven BESS modeling for peak shaving, demand response and peak-valley arbitrage. Compare multiple investment models side-by-side and let the algorithm surface the most profitable configuration.

  • 峰谷套利Arbitrage
  • 需量管理Demand mgmt
  • 分时电价TOU tariffs
  • SOC 效率SOC efficiency
  • 变压器容量Transformer limits
03 / FUSION

光储融合模拟Solar + Storage Fusion

集中式与分布式光储一体化投资分析：动态充放策略、循环次数限制、负荷优先调度、降低弃光率，为电力交易做好准备。 Integrated PV-BESS investment analysis for centralized and distributed plants — dynamic charge strategies, cycling limits, load-priority dispatch and curtailment reduction.

  • 动态调度Dynamic dispatch
  • 降低弃光Curtailment ↓
  • 循环限制Cycle limits
04 / HOME

家庭光储模拟Home Microgrid

户用微电网并网 / 离网运行模拟，按春夏秋冬四季用电习惯，求解最清晰的光储配比。覆盖别墅离网、混合逆变、阶梯电价与余电上网。 On-grid and off-grid residential modeling with four-season load profiles. Optimal PV-to-storage ratio for villas, hybrid inverters and tiered pricing.

  • 四季曲线4-season profiles
  • 离网运行Off-grid
  • 阶梯电价Tiered price
05 / EV HUB

光储充设计模拟PV · Storage · EV Charging

光储充一体站投资结构多样，模拟利润、需求响应与电网约束，找到最适合的光伏、电池与充电桩组合。 Simulate profit, demand-response and grid constraints to identify the optimal combination of PV arrays, batteries and charging piles.

  • 充电桩经济性Hub economics
  • 负荷增长Load growth
  • 电网约束Grid limits

无人机拍摄图Drone Survey

上传无人机航拍影像，自动生成高精度三维场地模型，无需手动测绘。Upload drone footage and auto-build a high-accuracy 3D site model — no manual surveying needed.

3D 建模3D Modeling

从卫星影像、倾斜摄影或 CAD 图纸自动构建屋顶、组件与设备三维模型。Auto-construct 3D models of rooftops, modules and equipment from satellite, oblique photos or CAD.

实景设计Real-Scene Design

在真实场景三维模型中直接排布光伏组件，实时规避阴影、障碍与屋面构件。Place PV arrays directly on the real-scene 3D model, dodging shading, obstructions and rooftop features in real time.

支架生成Racking Generation

根据屋面与阵列排布一键生成支架方案，自动校核倾角、材质与风荷载。One-click racking plans matched to roof and array layout — tilt angle, materials and wind-load checks included.

重新定义光储设计新模式Redefining the Solar + Storage Design Paradigm

光伏、负荷、变压器、电网、储能五大要素实时联动，能量流向一目了然；充放策略、时段与 SOC 均可按需设置、随时修改。 Five elements — PV, load, transformer, grid and storage — linked in real time with a clear energy-flow view. Dispatch strategies, time slots and SOC limits are fully configurable.

光伏Solar PV

提升消纳比例Higher self-consumption

负荷Load

调节用电波动Smooth usage swings

变压器Transformer

实时用电容量Real-time capacity
满足降需削峰Peak-shaving ready

电网Grid

实时用电电价Live electricity price

储能Storage

实时充放功率Live charge/discharge
电力应急保障Backup power
经济
影响Economic
Impact
降低变压器容量费用Lower transformer capacity fees
提升光伏自用比例Higher PV self-consumption
叠加多重因数套利Stacked multi-factor arbitrage
降低市场化交易风险Lower market-trading risk
找出风险稳筑收益Secure returns under risk
用电变化预测模拟Load-change forecasting

深厚的能源算法矩阵A Deep Stack of Energy Algorithms

VLZN 将大语言模型与五年新能源工程经验深度融合。每一次仿真都建立在经过多国、多气候区真实项目数据验证的物理算法之上。 VLZN fuses large language models with five years of renewable-energy engineering know-how. Every simulation runs on physically-grounded algorithms validated against real project data across dozens of countries and climate zones.

  • AI 投资分析AI Investment AnalysisAI 大模型深度解读 IRR、NPV、回收期等 40+ 财务指标，自动风险评分。AI-LLM-powered interpretation of IRR, NPV, payback and 40+ financial indicators with automatic risk scoring.
  • AI 逐时发电预测AI Hourly Generation Forecast组件未装之前，预测全年 8760 小时逐时发电量。Predicts all 8,760 hours of the year — per module, per inverter — before a single panel is installed.
  • AI 电费单识别AI Electricity-Bill Recognition上传电费单，系统自动提取电价结构并重建负荷曲线。Upload a utility bill; the system extracts tariffs and reconstructs the customer's load profile automatically.
  • 源网荷储一体化Source-Grid-Load-Storage Modeling电源、电网、电荷、储能作为一个整体系统协同仿真。Co-simulate generation, grid topology, load and storage as one integrated system.
01

AI 电费单与曲线表AI Electricity Bill & Load Curve

接入 AI 大模型，扫描账单自动生成负荷曲线表。AI-LLM-powered bill parsing that auto-generates load-curve tables from scanned bills.

AI Bill & Load Curve
02

逐时发电预测Hourly Prediction

预测全年 365 天每小时的发电情况。365-day × 24-hour production forecasting for every hour of the project year.

Hourly Power Forecast
03

发电量算法Generation Model

应用项目地 45 种各类条件，覆盖 20 年生命周期。Applies 45 project-site conditions over a 20-year horizon for long-term yield.

20-Year Yield Model
04

AI 微电网模拟AI Microgrid Simulation

光储荷网一体化调度仿真，源网荷储协同优化。Co-simulation of PV, storage, load and grid as one integrated microgrid with optimal dispatch.

AI Microgrid
05

AI 能源流向模拟AI Energy Flow Simulation

实时模拟 PV / 储能 / 负荷 / 电网的能量流向与调度。Real-time simulation of PV / BESS / load / grid power flow with intelligent dispatch.

AI Energy Flow
06

各类损耗算法Loss Algorithms

线缆、反射率、污垢、老化、失配率等几十种因素。Cable, reflection, soiling, degradation, mismatch and dozens more loss factors.

Loss Chain Modeling
07

气象辐照算法Meteorological Irradiance

结合 Meteonorm 数据，多维度分析辐照情况。Meteonorm-based multi-dimensional irradiance and weather analysis.

Meteonorm Integration
08

逆变器推荐算法Inverter Selection

根据容配比、电压、组件参数推荐最优设备。Recommends optimal inverters from DC/AC ratio, voltage and module parameters.

Inverter Matching

四大体系，一个控制台Four Systems. One Unified Console.

面向新能源行业的工程软件：仿真工具、业务管理、微电网运营与负载分析，一体化集成。 Engineering software for the new-energy industry — simulation tools, business management, microgrid operations and load analytics in a single integrated platform.

☀️

光伏设计模拟Solar Design Simulation

卫星、CAD、拍摄图与无人机设计，专业级发电引擎。Satellite, CAD, photo and drone-based layout with professional-grade yield engine.

🔋

储能设计模拟Storage Design Simulation

各电价与用电场景下详细的容量配置与调度测算表。Detailed sizing and dispatch tables across every tariff and usage scenario.

🔗

光储融合模拟Solar + Storage Fusion

光储联合收益优化，自用率最大化。Combined PV-BESS revenue optimization for maximum self-consumption.

🏠

家庭光储模拟Home Solar + Storage

户用微电网仿真，含四季用电习惯建模。Residential microgrid simulation with seasonal usage patterns.

🏢

企业管理Enterprise Management

组织架构、角色权限与跨团队协作。Org structures, roles and cross-team collaboration.

✅

审批中心Approval Center

可配置的多级审批流程。Configurable multi-level approval flows for every proposal.

📋

项目流程Project Workflow

从线索到交付的阶段化管控。Stage-gated pipelines from lead to handover.

💰

财务管理Financial Management

按项目维度的预算、开票与回款。Budgets, invoicing and payment tracking per project.

🏗️

施工进度Construction Progress

里程碑跟踪，现场照片留痕。Milestone tracking with photo evidence from the field.

📦

仓储管理Warehouse Management

组件、逆变器、电池出入库全记录。Modules, inverters and batteries in and out, tracked.

🦺

安全管理Safety Management

现场安全检查清单与事件上报。Site-safety checklists and incident reporting.

🏦

资金管理Fund Management

项目组合层面的现金流可视。Cash-flow visibility across the project portfolio.

📡

光伏监控系统Solar Monitoring

电站实时监控与性能告警。Real-time PV plant monitoring and performance alerts.

🔌

充电桩监控系统EV Charger Monitoring

充电桩状态、利用率与营收。Charging-pile status, utilization and revenue.

🔋

储能管理系统Storage Management

电池健康、SOC 策略与调度控制。Battery health, SOC strategy and dispatch control.

🧾

用电收费系统Billing System

面向租户与客户的用电计费。Usage-based invoicing for tenants and customers.

🛠️

运维工单系统O&M Work Orders

工单派发与处理全程跟踪。Ticketing, dispatching and resolution tracking.

🤖

AI 负载分析AI Load Analysis

用电数据自动分段与异常检测。Automatic segmentation and anomaly detection on usage data.

📈

用电曲线负载Load Curve Profiling

尖峰平谷负荷分解。Peak, flat, valley and sharp-peak decomposition.

⚙️

设备用电管理Device Usage Management

设备级计量与用电归因。Per-device metering and consumption attribution.

🏷️

输入尖峰平谷Tariff Input

尖峰平谷电价与阶梯结构录入。Sharp/peak/flat/valley pricing and tiered structures.

立足本土，服务全球Built at Home. Engineered for the World.

VLZN 在全球 200+ 国家与地区搭建了 300 万个虚拟气象站，无论项目在哪一寸土地，都能拿到精准到 1km 的本地气象数据。 VLZN operates 3,000,000 virtual weather stations across 200+ countries — sub-kilometer climate fidelity wherever your project sits.

3M+ 虚拟气象站 Virtual weather stations
200+ 国家与地区 Countries & regions
1km 网格精度 Grid resolution
3h 数据更新 Data refresh

多源融合数据底座Multi-source data fusion

整合 Meteonorm、NASA POWER、ERA5 等顶级气象源，结合卫星反演与机器学习插值，让每一公里都有数据可依。 Integrating Meteonorm, NASA POWER, ERA5 and satellite-derived data with ML interpolation — every kilometer covered.

Meteonorm NASA POWER ERA5 Satellite ML
⚡ 分钟 min 完成一次完整设计Minutes to full design
satellite-map guided layout
📈 0% 对比传统流程的效率提升Efficiency improvement
vs. traditional workflow
🧮 0+ 财务指标一键生成Financial indicators
generated in one click
🌍 0+ 全球项目落地Projects delivered
across countries and regions

仿真精度，超越实际运营Simulation Fidelity Beyond SCADA

大多数软件给的是估算，VLZN 给的是可交付的精度。仿真曲线与电站真实运行数据几乎逐点重合——这不是承诺，是 7,500+ 项目回测验证的结果。 Most tools estimate. VLZN delivers bankable precision. Our simulated curves track real plant SCADA data almost point-for-point — validated through back-testing on 7,500+ deployed projects.

光储一体实测 · 2.4 MWp + 1.2 MWh · 工商业屋顶 · 江苏徐州PV+BESS Benchmark · 2.4 MWp + 1.2 MWh · C&I Rooftop · Xuzhou

光-储-荷-网仿真 vs 电站真实运行数据PV · BESS · Load · Grid vs. Measured Plant Output

逐点回测Back-tested
VLZN 仿真VLZN Simulation 实际运营 (SCADA)Actual (SCADA) 储能充放电BESS Charge/Discharge 负荷曲线Load Profile 误差带Error Band
00:0004:0008:0012:0016:0020:0024:00
R² 0.98光储拟合度PV+BESS Fit
1.2%年均偏差Annual Deviation
<1.5%SOC 误差SOC Error
行业工具精度 · INDEPENDENT BENCHMARKINDEPENDENT BENCHMARK · 行业工具精度

VLZN vs 主流光伏仿真工具拟合度对比VLZN vs. Industry-Standard PV Simulators

R² 实测回测R² Back-tested
VLZN
R² 0.98
PVsyst
R² 0.87
SAM
R² 0.84
Homer
R² 0.81
7,500+已验证项目Projects
32国家覆盖Countries
4电站类型Plant Types
2019–25回测数据Back-test Range
数据实时滚动 · 最近回测 2026-08LIVE · Last back-test 2026-08
±2.5%误差95% CI 月同步Sync SCADA双向Bi-dir

精细到什么程度How Deep the Model Goes

  • 01
    逐时粒度，不做典型日缩放8,760 hourly steps

    全年 8,760 小时逐点仿真，而非用几条典型日曲线外推全年。Full-year simulation at hourly resolution — no extrapolation from a handful of typical days.

  • 02
    逐组件独立建模Per-module modeling

    每块组件独立计算朝向、倾角、遮挡与辐照，而非整阵列平均。Every module is modeled with its own orientation, tilt, shading and irradiance.

  • 03
    设备级光储链路逐段计算Device-level PV+BESS chain

    逆变器 MPPT 区间、效率曲线、容配比与 PCS 双向变流逐段求解。Inverter MPPT windows, efficiency curves, DC/AC ratio and bidirectional PCS stages solved segment by segment.

  • 04
    40+ 全链路损耗因子40+ loss factors

    线缆、污渍、热损、失配、反射、老化逐项独立建模并叠加。Cable, soiling, thermal, mismatch, reflection and degradation modeled and stacked independently.

  • 05
    25 年衰减与更换周期25-year degradation

    逐年衰减曲线、组件更换周期与逆变器寿命全周期建模。Year-by-year degradation, module replacement cycles and inverter lifetime across the whole horizon.

  • 06
    光-储-荷-网协同仿真PV · BESS · Load · Grid

    同一时间轴上联合求解光伏、储能、负荷与电网潮流，给出真实综合能源调度。PV, storage, load and grid flow solved on one shared timeline — true integrated-energy dispatch.

  • 07
    持续回归与模型迭代Continuous Regression & Model Update

    每月新增 SCADA 实测数据回灌回归测试，模型自动校准，越用越准。Monthly SCADA data feeds regression tests — the model self-calibrates and improves with every new deployment.

真实项目，可见价值Real Sites. Real Returns.

从分布式屋顶到大型地面电站，从工商业储能到光储充一体化——这些实景展示了 VLZN 在真实场景中的交付能力。 From distributed rooftops to utility-scale plants, from C&I storage to PV-storage-charging stations — real-world deployments that prove VLZN in action.

Rooftop PV
Jiaxing · Zhejiang

屋顶分布式光伏 + 储能Rooftop PV + BESS

2.4 MW2.4 MW400 kWh400 kWh峰谷套利Peak Shaving
Utility PV
Dezhou · Shandong

农光互补地面电站Agrivoltaic Utility PV

50 MW50 MW地面电站Ground-mount全额上网Grid Feed-in
BESS
Dongguan · Guangdong

工商业储能C&I Energy Storage

5 MWh5 MWh峰谷套利Arbitrage需求响应Demand Response
PV Storage Charging
Lingang · Shanghai

光储充一体化示范站PV-Storage-Charging Station

1.2 MW1.2 MW充电桩EV Charging微电网Microgrid
Home Microgrid
Hangzhou · Zhejiang

家庭微电网Home Microgrid

15 kW15 kW户用储能Residential BESS离网备电Backup Power
Grid Integration
Xiong'an · Hebei

源网荷储一体化Source-Grid-Load-Storage

100 MW100 MW储能调频Frequency Reg.虚拟电厂Virtual Power Plant

基础设施，由你选择Your Infrastructure, Your Choice

云端即开即用，或完全私有化部署。Start instantly in the cloud or own your entire stack on-premises.

公有云部署Public Cloud

适合中小企业For Small & Medium Enterprises
  • ✔
    弹性扩展 · 按需付费Elastic Scaling, Pay-as-you-go随项目规模扩容，成本可控。Grow compute with your project pipeline while keeping costs predictable.
  • ✔
    快速部署Instant Provisioning即开即用，全球覆盖。Deploy on day one with global coverage points and zero infrastructure overhead.
  • ✔
    自动更新Automatic Updates持续维护、安全合规。Continuous maintenance, security patching and compliance handled for you.
企业级Enterprise

私有云部署Private Cloud

适合中大型企业For Mid-size & Large Enterprises
  • ✔
    高度定制 · 自主可控Fully Sovereign & Customizable数据专属，独立隔离。Dedicated, self-controlled environment with exclusive data isolation.
  • ✔
    专属资源Dedicated Resources性能稳定、低延迟、高可用。Stable, high-availability performance with low-latency access.
  • ✔
    深度集成Deep Integration融入现有架构，混合部署灵活。Hybrid deployment that plugs into your existing enterprise architecture.

六步，从演示到上线From Demo to Production in Six Steps

专属方案工程师全程跟进，最快 2 周完成从体验到正式投产的完整闭环。A dedicated solution engineer guides you through the full loop from trial to production in as little as two weeks.

01

预约演示Book a Demo

用真实项目数据在线演示，针对目标市场定制。Live demo on your real project data, tailored to your market.

02

需求评估Needs Assessment

梳理业务流、数据接口与合规要求。We map your workflows, data feeds and compliance needs.

03

合同签署Contract

SaaS 或私有云灵活选择，报价透明，快速签约。Flexible SaaS or private cloud with transparent pricing.

04

系统部署Deployment

SaaS 小时级上线，私有云 2 周内交付。SaaS live in hours; private cloud delivered in 2 weeks.

05

系统培训Training

线上或现场培训，配套文档与最佳实践。Online or on-site sessions plus docs and best practices.

06

售后服务Lifetime Support

专属客户成功经理，7×24 小时技术支持。Dedicated CSM and 24/7 technical support from day one.

关于我们About Us

深耕新型能源行业，用 AI 与企业并肩同行。Deep in the new-energy industry, walking with enterprises through AI.

VLZN · 深耕新型能源的 AI 仿真团队VLZN · An AI simulation team for new energy

  • 01
    电力交易适应力Grid-trading agility

    面向光伏与储能行业的 AI 仿真软件，助力企业快速适应电力交易市场新规则。AI simulation software for solar & storage — helping enterprises adapt to new electricity-trading market rules.

  • 02
    算法与方案能力Algorithms & delivery

    持续创新 AI 算法与算法驱动的一条龙方案，覆盖国内外市场拓展。Continuously evolving AI algorithms and turnkey delivery, covering domestic and overseas expansion.

  • 03
    持续研发投入Continuous R&D

    光伏+AI、储能+AI、负荷+AI 与源网荷储一体化设计，深度覆盖仿真与项目工程管理。Solar+AI, Storage+AI, Load+AI and source-grid-load-storage integrated design across simulation & project management.

📍江苏省徐州市云龙区云龙华府A1栋1601室Room 1601, Bldg A1, Yunlong Huafu, Yunlong District, Xuzhou, Jiangsu, China
VLZN · HQ
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VLZN · HQVLZN · HQ 江苏省徐州市云龙区云龙华府 A1栋 1601室Room 1601, Bldg A1, Yunlong Huafu, Yunlong District, Xuzhou

为真正交付项目的团队而生Engineered for Teams Who Ship Projects

从开发、设计到投资与 EPC 总包——一个平台让能源设计更快、更简单、更安全。 From developers and designers to investors and EPC contractors — a single platform that makes energy design faster, simpler and safer.

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项目快速交付Fast Delivery

专业 1V1 专属服务，方案流程标准化，最快 3 天交付项目。Dedicated 1-on-1 professional service and standardized implementation workflows — projects delivered in as little as 3 days.

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系统源码交付Source-Code Delivery

源码交付、本地部署，没有数据泄露风险，核心数据掌握在自己手里。Full source-code handover with on-premises deployment. Zero data-leakage risk — your core data stays in your own hands.

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持续更新完善Continuous Updates

每周不定期升级，两个月一次大版本创新，倾听建议、突破固有思维。Weekly feature upgrades and major-version innovation every two months, shaped directly by customer feedback.

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数据安全保障Data Security

原生设计、定制开发、数据加密存储，全面保护用户数据。Native architecture, custom development and encrypted storage protect user data end-to-end.

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专业技术团队Senior Engineering Team

五年行业沉淀与算法积累，保障系统长期稳定运行。Five years of deep domain experience in PV and storage algorithms keeps the platform stable at scale.

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专业售后服务Full-Service Support

操作培训、专人维护、定期走查、问题及时响应。System onboarding, professional maintenance, periodic health checks and rapid issue response — a true partner, not just a vendor.

🏅 ISO 9001 质量管理体系Quality Management
🔐 ISO 27701 隐私信息管理Privacy Management
📜 软件著作权 20+20+ Software Copyrights
⭐ 3A 诚信企业AAA-Rated Enterprise
💠 软件产品证书Certified Software Product

让我们一起
点亮下一个能源项目Let's Power Your Next
Energy Project Together

看看 VLZN 如何把数周的设计与财务建模压缩到数分钟。专属方案工程师将用你的真实项目数据，带你走一遍完整仿真。 See how VLZN compresses weeks of design and financial modeling into minutes. A dedicated solution engineer will walk you through a live simulation on your own project data.

预约在线演示Book a Live Demo 联系销售Talk to Sales
AI 电费单识别 · Bill OCR 8760h 逐时仿真 · Hourly 32 国气象数据 · Weather AI 大模型 · LLM Powered BESS 储能调度 · Dispatch SOC 闭环优化 · Closed-loop PCS 双向变流 · Bidirectional 40+ 损耗因子 · Losses 25 年衰减建模 · Degradation 倾角优化 · Tilt Auto 阴影分析 · 3D Shading 组件排布 · Auto Layout 光储荷网协同 · PV+BESS+Load+Grid IRR 财务建模 · Multi-scenario SCADA 实时回测 · Back-test 7,500+ 项目验证 · Validated 200+ 国家 虚拟气象站 · Virtual Weather 3 M 气象站点 · Weather Stations AI 电费单识别 · Bill OCR 8760h 逐时仿真 · Hourly 32 国气象数据 · Weather AI 大模型 · LLM Powered BESS 储能调度 · Dispatch SOC 闭环优化 · Closed-loop PCS 双向变流 · Bidirectional 40+ 损耗因子 · Losses 25 年衰减建模 · Degradation 倾角优化 · Tilt Auto 阴影分析 · 3D Shading 组件排布 · Auto Layout 光储荷网协同 · PV+BESS+Load+Grid IRR 财务建模 · Multi-scenario SCADA 实时回测 · Back-test 7,500+ 项目验证 · Validated 200+ 国家 虚拟气象站 · Virtual Weather 3 M 气象站点 · Weather Stations