Smart Clean Energy Platform: Real-Time Distributed Solar Telemetry & AI Power Forecasting
Aggregated live telemetry from 3,200+ distributed solar inverters and battery storage nodes, boosting power forecasting accuracy to 97.6% with temporal AI models.
Business Context & Operational Bottlenecks
气象波动大、站点地理分散、现场运维人员响应滞后
分布式光伏电站由于站点分散、逆变器品牌繁杂，传统 SCADA 系统只管展示数据，缺乏有效的主动预测与智能巡检调度机制，因考核罚款造成的发电损失每年达数百万元。
Engineering Solution & System Architecture
边缘计算网关 + 时序图神经网络预测云端体系
爱云汐科技端到端交付了集“边缘数据标准化采集、云端超分辨率时序预测、移动巡检协同”于一体的智慧新能源综合管控云平台。
Measurable Production Results & ROI
从被动运维到主动预测创收的商业蜕变
项目成功通过电网合规验收，不仅彻底免除了偏差考核罚款，更凭借卓越的预测精度获得了调峰辅助服务补贴。
“爱云汐不仅写代码专业，而且对电力系统的专业规约、气象预测模型钻研得非常透彻。交付的产品体验完全超越了市面上的传统行业软件。”
Related Production Systems
View All Case Studies →Advanced Equipment Manufacturer: Predictive Maintenance & Smart Industrial Control Hub
Upgraded 400+ legacy industrial machine computers into an edge intelligence sensing mesh, reducing unplanned downtime by 74% with 72-hour advance fault warnings.
Global E-Commerce Leader: Multi-Touch Attribution & Autonomous Growth Marketing Compass
Unified ad campaign telemetry across Meta, Google, and TikTok using causal inference agents, lifting blended ROAS by 28% through algorithmic budget re-allocation.
Ready to engineer equivalent operational excellence in your organization?
Consult directly with our engineering leadership. Receive an objective feasibility assessment and execution roadmap within 48 hours.