A Standardized Open-Source Benchmark for Cross-Cycle Evaluation of Fuel Cell Hybrid Electric Vehicle Energy Management Strategies

This dataset contains all raw simulation outputs and analysis files for the paper “An Open Multi‑Cycle Benchmark Dataset for Fuel Cell Hybrid Electric Vehicle Energy Flow and Regenerative Braking”. The data were generated using ADVISOR 2003 with a 50 kW PEM fuel cell and a 20 kWh Li‑ion battery. Nine standard drive cycles (UDDS, US06, HWFET, NYCC, SC03, FTP, LA92, NEDC, Manhattan) were simulated under identical model assumptions. Files included: NYCC_1s.csv, US06_1s.csv, RB_Thermal_Analysis.csv – 1‑second time series of all key vehicle states (speed, SOC, currents, temperatures, powers). Energy_Usage_Tables.xlsx – component‑wise energy flows (kJ), losses, and efficiencies for each cycle. Simulation_Scripts.zip – ADVISOR input files (.m, .mat) and the main simulation script to reproduce all runs. Figures/ – all six publication‑ready figures (PDF and 600 DPI PNG) from the paper. All data are original, generated by the authors, and contain no fabricated or modified values. The simulations are fully deterministic and reproducible using the provided scripts. The dataset is intended for comparative benchmarking, validation of energy management strategies, and development of regenerative braking controllers. Related publication[The paper will be cited here once published – ]本数据集包含论文《面向燃料电池混合动力电动汽车能量流与再生制动的开放多循环基准数据集》的全部原始仿真输出与分析文件。本数据集所用数据基于ADVISOR 2003仿真平台生成，搭载50千瓦质子交换膜（Proton Exchange Membrane, PEM）燃料电池与20千瓦时锂离子电池。研究在一致的模型假设下，对9种标准驾驶循环（UDDS、US06、HWFET、NYCC、SC03、FTP、LA92、NEDC、Manhattan）开展了仿真。 包含文件如下： - NYCC_1s.csv、US06_1s.csv、RB_Thermal_Analysis.csv：包含所有关键车辆状态的1秒时间序列数据，涵盖车速、荷电状态（State of Charge, SOC）、电流、温度与功率。 - Energy_Usage_Tables.xlsx：包含各驾驶循环下分组件的能量流（单位：千焦）、能量损耗与效率数据。 - Simulation_Scripts.zip：包含ADVISOR仿真输入文件（.m、.mat格式）与可复现全部仿真流程的主脚本。 - Figures/ 文件夹：包含论文中全部6张可直接用于出版的图表，格式包括PDF与600 DPI的PNG。 本数据集所有数据均为作者原创生成，未包含任何伪造或篡改的数值。所有仿真均为确定性过程，可通过提供的脚本完全复现。本数据集旨在用于对比基准测试、能量管理策略验证以及再生制动控制器的开发。 相关出版物[论文正式发表后将在此处添加引用]