Results from the paper: A matter of course: Generating optimal manufacturing instructions from a structural layup plan of a wind turbine blade

This is the complete results of the journal paper "A matter of course: Generating optimal manufacturing instructions from a structural layup plan of a wind turbine blade" [insert reference when published] which were created by the program KinDrapeMAX (https://doi.org/10.5281/zenodo.7525530). Please see the paper for details.

Each folder contains the output from an optimization run. The folder name begins with the creation date followed by the following sequence separated by underscores:
- Number of layers optimized, i.e. "1layer", "5layer" or "30layer"
- (For the multi-layer models, an indication if the sequential layer formulation was used, i.e. "seq")
- The optimization criteria used, i.e. "ShearAng" for shear angles, "AngDev" for UD fiber angle deviations, "TrimArea" for trim-off area or "ShearAng+AngDev+TrimArea" / "allcrit" for all three criteria.
- The seed used for the random number generator, i.e. "seed0", "seed1" or "seed2".
- Indication of the result with the lowest objective function value from the runs with different seeds, i.e. "lowestobj".

Each folder contains the following files:
- ShearFig as .png and MATLAB .fig files: draped courses colored based on shear angle.
- FibDevFig as .png and MATLAB .fig files: draped courses colored based on fiber angle deviation.
- StackFig as .png and MATLAB .fig files: Flattened stack plot at the root end.
- A log file from the command window with optimization progress and evaluation of the criteria and design.
- The input file to the program, i.e. a MATLAB script (.m).
- Workspace variables stored in the .mat file

In addition, the single-layer models with the lowest objective function value has a sub folder with an Abaqus input file with draped fiber angles and the corresponding results.

此为期刊论文《一项必然之事：基于风力涡轮机叶片结构铺层计划的优化制造指令生成》的完整研究成果[待发表时插入参考文献]。该研究由KinDrapeMAX程序（https://doi.org/10.5281/zenodo.7525530）创建。具体细节请参阅该论文。

每个文件夹包含一次优化运行的输出结果。文件夹名称以创建日期开头，随后依次包含以下序列，通过下划线分隔：
- 优化层次数，例如“1layer”、“5layer”或“30layer”；
- 对于多层模型，表示是否使用了顺序层公式的指示，例如“seq”；
- 使用的优化标准，例如“ShearAng”用于剪切角，“AngDev”用于UD纤维角度偏差，“TrimArea”用于修剪面积，或“ShearAng+AngDev+TrimArea”/“allcrit”用于所有三个标准；
- 随机数生成器使用的种子，例如“seed0”、“seed1”或“seed2”；
- 表示从不同种子运行中结果目标函数值最低的指示，例如“lowestobj”。

每个文件夹包含以下文件：
- 剪切图作为.png和MATLAB .fig文件：基于剪切角着色的铺层课程；
- 纤维偏差图作为.png和MATLAB .fig文件：基于纤维角度偏差的铺层课程；
- 堆叠图作为.png和MATLAB .fig文件：根部端的展平堆叠图；
- 命令窗口的日志文件，包含优化进度和标准及设计的评估；
- 程序的输入文件，即MATLAB脚本（.m文件）；
- 存储在.mat文件中的工作空间变量。

此外，具有最低目标函数值的单层模型有一个子文件夹，包含着色纤维角度的Abaqus输入文件及其对应的结果。