微电网洞察

微电网提出分散式强化学习应对网络攻击

U.S. Department of Energy OSTI

该研究提出一种面向微电网的动态、在线训练且完全去中心化的强化学习网络攻击响应框架。由于微电网依赖通信网络运行，而快速变化的攻击手段可绕过静态防御或规则式缓解方法，因此需要更具自适应性的方案。仿真显示，该框架在多种攻击场景和不同入侵检测延迟下表现出更强鲁棒性，并显示出向更多交互主体的实际微电网扩展能力。

New Mexico State University Central Heating Plant

United States Department of Energy / Oak Ridge National Laboratory

CHP organization: New Mexico State University city: Las Cruces state: NM criticalInfrastructure: true microgridOperationalYear: 1996 marketSector: College/University gridConnected: true microgridType: Continuous advancedControls: true microgridTechnologies: CHP microgridTotalCapacityKw: 4700 microgridGenerationCapac…

投运年份

1996

最近核验

2026

应用场景

College/University

并网状态

是

运行类型

连续型

高级控制

是

北美研发总部微电网案例

Schneider Electric

该案例介绍了在 Boston One Campus 安装微电网，以测试其 Energy-as-a-Service 模式在自用场景中的运行情况。之所以这么做，是为了“put ourselves in your shoes”，用客户视角验证方案效果。正文未给出装机规模、成本或性能数据，只能确认这是一个微电网客户成功案例，直接指向企业自用场景的方案验证。

Disturbance-Observer-Based Grid-Forming Control for Unbalanced Grids

OpenAlex

Disturbance-Observer-Based Grid-Forming Control for Unbalanced Grids doi: https://doi.org/10.48550/arxiv.2608.11857 type: preprint authorships: [{"author_position":"first","author":{"id":"https://openalex.org/A5140675286","display_name":"Juho Määttä","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[…

Interactions between automated energy systems and Flexibilities brought by energy market players

European Commission CORDIS

CLOSED status: CLOSED start: 2017-01-01 end: 2019-12-31 cost: 22765660.54 funding: 17009413.04

Wellington Town电网容量信息

National Grid Electricity Distribution

Wellington Town的33-11电压层级电网容量状态发生了更新：需求侧可用容量为11.08804321，发电侧可用容量为0。之所以出现这一状态，是因为需求侧约束标为绿色且限制因素为Thermal，而发电侧约束标为红色且限制因素同样为Thermal。数据还显示，已接受1项负荷接入报价、容量2，已发出4项负荷接入报价、容量5.379，这意味着后续负荷接入仍取决于配网承载能力。

配网区域

South West

电压等级

33/11 kV

负荷侧约束

宽松

负荷可用容量

11.09 MW

发电侧约束

受限

发电可用容量

0 MW

Utility Connection, Local Governments, and Strategic Partnerships [Slides]

U.S. Department of Energy OSTI

This presentation gives a general overview of the developer, local land use permitting, and utility interconnection partners that might be relevant for agrivoltaic developments. product_type: Technical Report research_orgs: ["National Laboratory of the Rockies (NLR), Golden, CO (United States)"] sponsor_orgs: ["USDO…

Taylor Farms- San Juan Bautista, California facility

United States Department of Energy / Oak Ridge National Laboratory

Battery Storage, Fuel Cell, Solar PV organization: Bloom Energy / Taylor Farms city: San Juan Bautista state: CA microgridOperationalYear: 2024 marketSector: Food & Beverage Processing gridConnected: false microgridType: Continuous advancedControls: true microgridTechnologies: Battery Storage, Fuel Cell, Solar PV mi…

投运年份

2024

最近核验

2026

应用场景

Food & Beverage Processing

并网状态

否

运行类型

连续型

高级控制

是

费尔菲尔德公共安全微电网案例

Schneider Electric

美国康涅狄格州费尔菲尔德通过新建微电网，让公共安全等关键设施在风暴等停电情形下保持供电。材料强调，该方案面向“关键设施应急就绪”，并结合更清洁能源、更低成本和更高效率的微电网技术。文中未给出装机、投资或运行数据，能确认的是该案例已作为客户成功故事发布，直接反映出微电网在保障社区供电韧性上的应用。

Disturbance-Observer-Based Grid-Forming Control for Unbalanced Grids

OpenAlex

Disturbance-Observer-Based Grid-Forming Control for Unbalanced Grids doi: https://doi.org/10.48550/arxiv.2608.11857 type: preprint authorships: [{"author_position":"first","author":{"id":"https://openalex.org/A5140675286","display_name":"Juho Määttä","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://…

Research, Demonstration, and Commercialisation of DC Microgrid Technologies

European Commission CORDIS

CLOSED status: CLOSED start: 2017-02-01 end: 2022-01-31 cost: 445500 funding: 279000

Alford 33/11kV站需求与发电受限

National Grid Electricity Distribution

Alford 33/11kV S Stn在东米德兰兹的需求和发电侧可用容量都处于受限状态。原因是该站点在接入能力上同时触发了热约束，导致新增负荷和新增发电都难以接入。数据显示，需求firm capacity为6、available capacity仅0.403824806，发电firm capacity为78.36299896、available capacity为0，直接影响接入报价和项目排队。

配网区域

East Midlands

电压等级

33/11 kV

负荷侧约束

受限

负荷可用容量

0.4 MW

发电侧约束

受限

发电可用容量

0 MW

Decentralised Reinforcement Learning for Dynamic Cyberattack Response in Microgrid Networks

U.S. Department of Energy OSTI

Microgrids rely on communication networks for reliable operation, which makes them inherently vulnerable to cyberattacks. Such attacks can destabilise system dynamics and drive states away from their nominal operating trajectories. Although several physics-informed and machine learning-based strategies have been dev…

Michigan State University, East Lansing

United States Department of Energy / Oak Ridge National Laboratory

CHP organization: Michigan State University city: East Lansing state: MI criticalInfrastructure: true microgridOperationalYear: 1965 marketSector: College/University gridConnected: true microgridType: Continuous advancedControls: false microgridTechnologies: CHP microgridTotalCapacityKw: 127900 microgridGenerationCa…

投运年份

1965

最近核验

2026

应用场景

College/University

并网状态

是

运行类型

连续型

高级控制

否

费尔菲尔德公共安全微电网案例

Schneider Electric

美国康涅狄格州费尔菲尔德为沿海城镇关键设施建成公共安全微电网，使其在风暴期间也能持续获得电力。该案例强调在应急场景下提升供电韧性，因此采用了微电网组合技术来兼顾更清洁能源、更低成本和更高效率。正文未给出装机、投资或运行数据，仅说明该微电网已让社区关键设施具备应急供电能力，并将支撑后续稳定运行。

Disturbance-Observer-Based Grid-Forming Control for Unbalanced Grids

OpenAlex

Disturbance-Observer-Based Grid-Forming Control for Unbalanced Grids doi: https://doi.org/10.48550/arxiv.2608.11857 type: preprint authorships: [{"author_position":"first","author":{"id":"https://openalex.org/A5140675286","display_name":"Juho Määttä","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://…

Democratizing energy markets through the introduction of innovative flexibility-based demand response tools and novel business and market models for energy cooperatives

European Commission CORDIS

CLOSED status: CLOSED start: 2017-10-01 end: 2021-01-31 cost: 3979190.21 funding: 3979190

安德森巷33/11千伏变电站供电能力偏紧

National Grid Electricity Distribution

安德森巷33/11千伏变电站显示，需求侧可用容量仅为4.969329236，需求约束为amber。之所以出现这一状态，是因为该站点的需求保障容量19与可用容量之间存在缺口，而发电侧约束仍为green。按现有数据，负荷接入已无已接受或已提出的容量，后续新增用电接入将受热约束影响。

配网区域

East Midlands

电压等级

33/11 kV

负荷侧约束

关注

负荷可用容量

4.97 MW

发电侧约束

宽松

发电可用容量

18.51 MW

拉海纳能源伙伴关系更新技术援助进展

U.S. Department of Energy OSTI

由美国能源部资助的拉海纳能源伙伴关系（LEP）在夏威夷毛伊岛拉海纳推进能源规划和重建技术援助，NLR在2026年5月给出工作更新。该行动源于拉海纳在2023年8月8日遭受严重火灾后的恢复需要，因此重点放在社区重建中的能源系统支持。材料显示项目涉及微电网、储能、配电网和政策监管分析，直接指向后续规划、融资和配网能力安排。

MLK社区中心微电网于2026年投运

United States Department of Energy / Oak Ridge National Laboratory

MLK Community Center 的微电网运营年份标注为2026年，且已并网运行。该项目采用电池储能、太阳能光伏和固定电源，属于城市/社区场景下的条件式微电网。已披露信息仅显示其技术构成与运行状态，未提供规模、投资额或后续建设节点，直接反映出这是一个已确认投运的社区级能源项目。

投运年份

2026

最近核验

2026

应用场景

City/Community

并网状态

是

运行类型

Conditional

高级控制

否