iPowerCast：新能源场站功率预测的智能先锋
在新能源时代，精准的发电功率预测是确保电网稳定运行、提升能源利用效率的关键。天像数据凭借近10年的技术积累，自主研发了iPowerCast新能源场站发电功率预测系统，为风电场站和光伏场站提供全方位的功率预测解决方案。
In the era of new energy, accurate prediction of power generation is the key to ensuring stable operation of the power grid and improving energy utilization efficiency. With nearly 10 years of technological accumulation, Tianxiang Data has independently developed the iPowerCast new energy station power generation prediction system, providing comprehensive power prediction solutions for wind and photovoltaic stations.
核心优势：多模态深度表征学习技术
Core advantage: Multi modal deep representation learning technology
iPowerCast采用自研的多模态深度表征学习技术，能够精准捕捉新能源发电过程中的复杂动态变化。这一技术突破传统预测方法的局限，通过融合气象数据、历史发电数据以及实时运行状态，实现对风电场站和光伏场站的超短（0-4小时）、短期（0-72小时）和中长期（7-14天）发电功率的精准预报。无论是应对瞬息万变的天气条件，还是长期的能源规划，iPowerCast都能提供可靠的预测支持。
IPowerCast adopts self-developed multimodal deep representation learning technology, which can accurately capture the complex dynamic changes in the process of new energy generation. This technology breaks through the limitations of traditional forecasting methods by integrating meteorological data, historical power generation data, and real-time operating status to achieve accurate forecasting of ultra short (0-4 hours), short-term (0-72 hours), and medium to long-term (7-14 days) power generation for wind and photovoltaic power plants. Whether dealing with rapidly changing weather conditions or long-term energy planning, iPowerCast can provide reliable predictive support.
行业领先的预报精度
Industry leading forecast accuracy
经过全国数十个新能源场站的实际应用验证，iPowerCast的预报精度在国内市场中遥遥领先。与国内头部厂商相比，iPowerCast的预测精度高出30%以上。在下川超短期预测任务中，iPowerCast在绝对准确率、相对准确率和考核电量方面均优于竞品，可节省高达61.9%的考核电量。这一显著优势不仅提升了新能源场站的运营效率，更降低了运营成本，为新能源企业带来了可观的经济效益。
After practical application verification in dozens of new energy stations across the country, the forecasting accuracy of iPowerCast is far ahead in the domestic market. Compared with top domestic manufacturers, iPowerCast's prediction accuracy is over 30% higher. In the Xiachuan ultra short term forecasting task, iPowerCast outperforms its competitors in absolute accuracy, relative accuracy, and assessment power, saving up to 61.9% of assessment power. This significant advantage not only improves the operational efficiency of new energy stations, but also reduces operating costs, bringing considerable economic benefits to new energy enterprises.
为什么选择iPowerCast？
Why choose iPowerCast?
iPowerCast的高精度预测能力能够有效减少新能源发电的不确定性，帮助电网调度部门提前规划，优化电网运行策略，确保电网的稳定与安全。同时，通过精准预测发电功率，iPowerCast能够助力新能源场站优化发电计划，减少因预测偏差导致的考核电量损失，显著降低运营成本，从而提升企业的经济效益。此外，iPowerCast支持多种部署方式，无论是大型风电场、分布式光伏电站，还是复杂的混合能源场站，都能快速适配并投入使用，满足不同客户的需求。目前，天像数据正持续投入研发资源，不断优化iPowerCast的技术架构和算法模型，随着新能源技术的快速发展，iPowerCast将始终保持行业领先地位，为客户提供最前沿的预测解决方案。
The high-precision prediction capability of iPowerCast can effectively reduce the uncertainty of new energy generation, help power grid dispatch departments plan ahead, optimize power grid operation strategies, and ensure the stability and safety of the power grid. At the same time, by accurately predicting the power generation, iPowerCast can help new energy stations optimize their power generation plans, reduce the loss of assessed electricity due to prediction deviations, significantly reduce operating costs, and thus enhance the economic benefits of enterprises. In addition, iPowerCast supports multiple deployment methods, whether it is large wind farms, distributed photovoltaic power plants, or complex hybrid energy stations, they can quickly adapt and be put into use to meet the needs of different customers. At present, Tianxiang Data is continuously investing research and development resources to optimize the technical architecture and algorithm models of iPowerCast. With the rapid development of new energy technology, iPowerCast will always maintain its leading position in the industry and provide customers with cutting-edge predictive solutions.
- 精准预测，稳定电网运行
- 成本优化，提升经济效益
- 灵活部署，适应多种场景
- 持续创新，引领行业发展
- Accurate prediction and stable operation of the power grid
- Cost optimization to enhance economic benefits
- Flexible deployment, adaptable to multiple scenarios
- Continuous innovation, leading the development of the industry
选择iPowerCast，开启智能预测新时代
Choose iPowerCast and embark on a new era of intelligent prediction
iPowerCast不仅是新能源场站功率预测的工具，更是新能源企业实现智能化转型的重要伙伴。选择iPowerCast，就是选择精准、高效、可持续的未来。让我们携手，共同推动新能源行业的智能化发展，为实现绿色能源目标贡献力量。
IPowerCast is not only a tool for predicting the power of new energy stations, but also an important partner for new energy enterprises to achieve intelligent transformation. Choosing iPowerCast means choosing a precise, efficient, and sustainable future. Let us join hands to promote the intelligent development of the new energy industry and contribute to the achievement of green energy goals.
