<svg width="1600" height="800" xmlns="http://www.w3.org/2000/svg"> <!-- 背景色 --> <rect width="100%" height="100%" fill="#f8fafc"/> <!-- 标题 --> <text x="800" y="50" font-family="Arial, sans-serif" font-size="24" font-weight="bold" text-anchor="middle" fill="#1e40af">新能源配电网谐波-调频协同优化技术路线</text> <!-- 箭头定义 --> <defs> <marker id="arrow" markerWidth="10" markerHeight="10" refX="9" refY="3" orient="auto" markerUnits="strokeWidth"> <path d="M0,0 L0,6 L9,3 z" fill="#3b82f6"/> </marker> </defs> <!-- 模块1：谐波溯源模块（左） --> <rect x="50" y="200" width="450" height="450" rx="15" ry="15" fill="#dbeafe" stroke="#3b82f6" stroke-width="2"/> <text x="275" y="250" font-family="Arial, sans-serif" font-size="16" font-weight="bold" text-anchor="middle" fill="#1e40af">（1）非理想同步量测谐波溯源模块</text> <rect x="70" y="300" width="410" height="160" rx="10" ry="10" fill="#eff6ff" stroke="#60a5fa" stroke-width="1.5"/> <text x="110" y="330" font-family="Arial, sans-serif" font-size="14" font-weight="bold" fill="#1e40af">1）数据预处理</text> <text x="110" y="355" font-family="Arial, sans-serif" font-size="11" fill="#334155" width="380">PQDIF数据采集→小波变换消噪→特征提取（时序趋势/幅值波动）</text> <rect x="70" y="480" width="410" height="160" rx="10" ry="10" fill="#eff6ff" stroke="#60a5fa" stroke-width="1.5"/> <text x="110" y="510" font-family="Arial, sans-serif" font-size="14" font-weight="bold" fill="#1e40af">2）模型构建</text> <text x="110" y="535" font-family="Arial, sans-serif" font-size="11" fill="#334155" width="380">ST-GCN+LSTM混合模型→挖掘空间/时序特征→多谐波源定位</text> <!-- 模块2：源荷联合调频模块（中） --> <rect x="550" y="200" width="450" height="450" rx="15" ry="15" fill="#dbeafe" stroke="#3b82f6" stroke-width="2"/> <text x="775" y="250" font-family="Arial, sans-serif" font-size="16" font-weight="bold" text-anchor="middle" fill="#1e40af">（2）源荷联合一次调频备用建模与出清模块</text> <rect x="570" y="300" width="410" height="160" rx="10" ry="10" fill="#eff6ff" stroke="#60a5fa" stroke-width="1.5"/> <text x="610" y="330" font-family="Arial, sans-serif" font-size="14" font-weight="bold" fill="#1e40af">1）源荷资源分类建模</text> <text x="610" y="355" font-family="Arial, sans-serif" font-size="11" fill="#334155" width="380">K-means聚类分类→随机森林提特征→通用化调频响应模型</text> <rect x="570" y="480" width="410" height="160" rx="10" ry="10" fill="#eff6ff" stroke="#60a5fa" stroke-width="1.5"/> <text x="610" y="510" font-family="Arial, sans-serif" font-size="14" font-weight="bold" fill="#1e40af">2）市场出清优化</text> <text x="610" y="535" font-family="Arial, sans-serif" font-size="11" fill="#334155" width="380">PSO算法→响应最快/成本最低→协同电能量与调频备用</text> <!-- 模块3：协同调度模块（右） --> <rect x="1050" y="200" width="450" height="450" rx="15" ry="15" fill="#dbeafe" stroke="#3b82f6" stroke-width="2"/> <text x="1275" y="250" font-family="Arial, sans-serif" font-size="16" font-weight="bold" text-anchor="middle" fill="#1e40af">（3）谐波-调频协同调度模块</text> <rect x="1070" y="300" width="410" height="160" rx="10" ry="10" fill="#eff6ff" stroke="#60a5fa" stroke-width="1.5"/> <text x="1110" y="330" font-family="Arial, sans-serif" font-size="14" font-weight="bold" fill="#1e40af">1）联动机制设计</text> <text x="1110" y="355" font-family="Arial, sans-serif" font-size="11" fill="#334155" width="380">溯源结果为约束→调频需求为目标→“溯源→筛选→优化”逻辑</text> <rect x="1070" y="480" width="410" height="160" rx="10" ry="10" fill="#eff6ff" stroke="#60a5fa" stroke-width="1.5"/> <text x="1110" y="510" font-family="Arial, sans-serif" font-size="14" font-weight="bold" fill="#1e40af">2）协同决策</text> <text x="1110" y="535" font-family="Arial, sans-serif" font-size="11" fill="#334155" width="380">MOPSO多目标优化→平衡谐波控制与调频效率→最优调度方案</text> <!-- 协同关系箭头（模块1→模块3） --> <line x1="500" y="325" x2="1050" y="325" stroke="#3b82f6" stroke-width="2.5" marker-end="url(#arrow)"/> <text x="775" y="315" font-family="Arial, sans-serif" font-size="14" font-weight="bold" text-anchor="middle" fill="#1e40af">协同输入</text> <!-- 协同关系箭头（模块2→模块3） --> <line x1="500" y="550" x2="1050" y="550" stroke="#3b82f6" stroke-width="2.5" marker-end="url(#arrow)"/> <text x="775" y="540" font-family="Arial, sans-serif" font-size="14" font-weight="bold" text-anchor="middle" fill="#1e40af">协同输入</text> <!-- 终点标识 --> <circle cx="1500" cy="425" r="15" fill="#1e40af"/> <text x="1500" y="430" font-family="Arial, sans-serif" font-size="14" font-weight="bold" text-anchor="middle" fill="white">完成</text> <!-- 技术路线说明 --> <text x="800" y="700" font-family="Arial, sans-serif" font-size="16" font-weight="bold" text-anchor="middle" fill="#1e40af">核心逻辑：模块1+模块2 协同支撑 模块3 实现整体优化</text> </svg>