Insights into Scaling Virtual Power Plants Real-World Findings for Successful Deployment January 2025 Angela Long (Rockcress Consulting) Ryan Long (Rockcress Consulting) Tolu Omotoso, NRECA Tomas Smith, Puget Sound Energy 5 5 REAL-WORLD FINDINGS FOR SUCCESSFUL DEPLOYMENT Insights into Scaling Virtual Power Plants Executive Summary Introduction Leadership Investments regulators, and solution providers streamlines communication and can reduce confusion during program deployment. Dedicated Staff and Cross-Functional Collaboration are Key to Implementation: Successful VPPs

及服务器命名等信息，以自动化的方式执行 MEC 边缘云平台的部署工作。通 过项目实践验证，该方法将传统的部署工作由原来的3天缩短至30 min~1 h。 Abstract： In the current deployment of MEC cloud platforms，a series of integrated scripts based on Ansible are employed. However， server naming details，the deployment process of the MEC platform can be executed automatically. Practical application of this project has demonstrated that the traditional deployment duration of three days minutes to one hour. Keywords： 5G；MEC；Automation；Edge cloud；Deployment 5G专网MEC 边缘云平台自动化部署研究与实践 Research and Practice on Automated Deployment of 5G Private Network MEC Edge Cloud Platform 周国语 1，2，翁国栋

formula- tion and exploratory evaluations, facilitating frontier models’ responsible advancement and deployment. The insights gained from these evaluations would then inform the iterative process of risk assessment operational context of model deployment. Evolution of Red Lines into Standards Today, red lines seek to proactively identify risk thresholds for responsible model deployment that, Reaching a consensus mitigation strate- gies are effective and are implemented, adapting to the evolving capabilities and deployment of frontier models. Conclusion Frontier Model Evaluation Science Day underscored the paramount

在全球港口面临劳动力成本攀升、劳动力短缺难 题的时候，通过自动化改造进行降本增效成为全球港 基于5G SA网络的智慧港口 网络部署方案研究 Research on Smart Port Network Deployment Scheme Based on 5G SA Network 关键词： 智慧港口；5G；远程控制 doi：10.12045/j.issn.1007-3043.2023.09.001 out targeted 5G SA network scheme research and actual deployment of the existing network，and tests the service quality after the network deployment，which proves that the 5G net- work can meet the port's

式由部分感知、单向控制、计划为主向高度感知、双向互动、智能高效转变。 In order to further implement the major "dual-carbon" strategic deployment of the Central Committee of the Communist Party of China, the State Council, in conjunction has variable output, poor low voltage power information access rate. Large scale distributed VRE deployment would impact load forecasting accuracy, adding on the impact of centralized renewables

administration processes Improve selection, acquisition and contracting processes Improve installation/ deployment processes Improve technical and project management skills of staff Improve dispatch, diagnostic real estate selection, acquisition and contracting processes Improve real estate improvement and deployment processes Improve terms with service providers (security, energy, etc.) Improve terms on improvements Consolidate or outsource billing operations Consolidate or outsource design, development and deployment services Consolidate or outsource operations and maintenance services Consolidate or outsource

MES Server 自动更新用户端应用 ClickOnce Deployment 9 平台介绍 1 0 功能覆盖面 n IQC 检验作业 ( 含良品销退 ) n 仓库备料／发料／退料流程 n 半成品／成品出入库流程 n 转仓作业流程 n 报废作业流程 n 杂项领发料作业流程

个人个性化设定：可依喜好定义各接口字体大小、 背景、模块颜色 应用自动更新： 透过最少的使用者互动来安装和 执行的自行更新架构应用程序 系统架构－模块化操作 ClickOnce Deployment 自动更新用户端应用 MES Serve r 9 平台介绍 10 功能覆盖面 n IQC 检验作业 ( 含良品销退 ) n 仓库备料／发料／退料流程 n 半成品／成品出入库流程

支持对系统基础信息的配置和管理，主要包括： 设备接入、资源分组和配置、服务管理、用户及 其角色权限配置、系统配置等 • 支持对系统资源的实况查看、质量巡检设置、异 常告警以及日志查询等 方案部署 Plan Deployment 部署架构 无人机视频 “ 雪亮工程”视 频专网 村组自建 视频设备 测 温 仪 地磁 传感器 接入与算法层 视图分 析网关 视频算法 服务器 视频 / 图片 接入与转换层

China Mobile Shanghai Industrial Research Institute. Relying on the deployment of China Mobile’s cloud network resources and integrating 5G+AICDE