遇见数据集

BQEB-OptiData v1: Benchmark Dataset for Intelligent Energy Dispatch and Optimization in Smart Grid Systems

收藏
Zenodo2026-05-21 更新2026-05-26 收录
官方服务:

资源简介:

BQEB-OptiData v1 is a synthetic benchmark dataset designed to support research in intelligent energy dispatch optimization, renewable integration, battery scheduling, electric vehicle charging coordination, and autonomous smart-grid management. The dataset extends the BIO-Quantum Energy Brain (BQEB) ecosystem by providing optimization-ready operational variables, dispatch constraints, and energy scheduling targets suitable for benchmarking classical, bio-inspired, and quantum-inspired optimization algorithms. The dataset contains multimodal smart-grid operational data including load demand, renewable generation, battery state-of-charge dynamics, EV charging schedules, energy pricing, reserve margins, renewable curtailment indicators, and grid balancing metrics. Optimization-oriented variables such as dispatch cost, battery cycling stress, charging priorities, and carbon reduction estimates are additionally included to support energy management and operational decision optimization tasks. BQEB-OptiData v1 is intended to serve as a reproducible benchmark resource for research involving linear programming, genetic algorithms, particle swarm optimization, simulated annealing, reinforcement learning, and quantum-inspired optimization frameworks for intelligent energy systems.

提供机构:
Zenodo
创建时间:
2026-05-21
二维码
社区交流群
二维码
科研交流群
商业服务