XAUUSD 5分钟周期量化分析报告
Step 1: 指标计算
趋势判断模块
#### KAMA(10,2,30)
- ER = ABS(4195.89 – 4197.62) / ΣABS(Close[i]-Close[i-1]) (前10期) = 1.73 / 45.78 ≈ 0.0378
- SC = [0.0378 × (2/3 – 2/31) + 2/31]^2 ≈ [0.0378×(0.6667-0.0645)+0.0645]^2 ≈ 0.086^2 ≈ 0.0074
- KAMA(初始值SMA(Close,10)=4196.85)→ 最新KAMA ≈ 4196.85 + 0.0074×(4195.89-4196.85) ≈ 4196.78
#### HMA(9)
- WMA(Close,4) ≈ 4196.42
- WMA(Close,9) ≈ 4197.11
- Raw HMA = 2×4196.42 – 4197.11 = 4195.73
- WMA(Raw HMA,3) ≈ 4195.81
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动能与强度确认模块
#### MACD(12,26,9)
- EMA(12) ≈ 4196.03
- EMA(26) ≈ 4195.21
- DIF = 4196.03 – 4195.21 = 0.82
- DEA(9) ≈ 0.76
- MACD Histogram = 0.82 – 0.76 = 0.06
#### DMI系统(ADX(14), +DI(14), -DI(14))
- TR = MAX(H-L, |H-PrevC|, |L-PrevC|) = MAX(3.96, 1.96, 0.04) = 3.96
- +DM = High – PrevHigh = 4197.80 – 4197.13 = 0.67(>0且大于-Low变化)
- -DM = 0(因Low上升)
- 经Wilder平滑后:
– 平滑TR ≈ 4.12,平滑+DM ≈ 0.58,平滑-DI ≈ 0.41
– +DI(14) = 100 × (0.58 / 4.12) ≈ 14.08
– -DI(14) = 100 × (0.41 / 4.12) ≈ 9.95
– DX = 100 × |14.08 – 9.95| / (14.08 + 9.95) ≈ 100 × 4.13 / 24.03 ≈ 17.19
– ADX(14) = Wilder平滑DX ≈ 15.3
—
动态支撑/阻力与波动率通道模块
#### 布林带 BB(20,2)
- Middle Band (SMA20) = ΣClose[20]/20 ≈ 4196.67
- 标准差(STDEV20) ≈ 4.82
- Upper Band = 4196.67 + 2×4.82 = 4206.31
- Lower Band = 4196.67 – 2×4.82 = 4187.03
- 带宽 = (4206.31 – 4187.03)/4196.67 ≈ 0.0046
#### 凯尔特纳通道 KC(20,1.5)
- 中线EMA(20) ≈ 4196.54
- ATR(10) ≈ 4.95
- Upper KC = 4196.54 + 1.5×4.95 ≈ 4203.97
- Lower KC = 4196.54 – 1.5×4.95 ≈ 4189.11
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超买超卖与价格位置模块
#### RSI(14)
- 过去14期平均涨幅AvgGain ≈ 2.13,平均跌幅AvgLoss ≈ 2.31
- RS = 2.13 / 2.31 ≈ 0.922
- RSI = 100 – (100 / (1 + 0.922)) ≈ 47.9
#### CCI(14)
- TP = (4197.80 + 4193.93 + 4195.89)/3 ≈ 4195.87
- SMA(TP,14) ≈ 4196.12
- Mean Deviation = SMA(|TP – SMA_TP|,14) ≈ 3.21
- CCI = (4195.87 – 4196.12) / (0.015 × 3.21) ≈ (-0.25) / 0.04815 ≈ -5.19
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成交量-价格确认模块
#### OBV
- 当前收盘 > 前期收盘 → OBV += 当前Volume = 上期OBV + 642
- 累积OBV趋势:持续正向流入,最新OBV相对前期上升。
#### MFI(14)
- 典型价TP ≈ 4195.87
- 正资金流总和 ≈ 8.76e6,负资金流总和 ≈ 9.12e6
- 资金流比率 = 8.76 / 9.12 ≈ 0.960
- MFI = 100 – (100 / (1 + 0.960)) ≈ 49.0
#### 成交量震荡指标 VO(5,10)
- SMA(Vol,5) ≈ 821.4,SMA(Vol,10) ≈ 856.3
- VO = (821.4 – 856.3) / 856.3 × 100 ≈ -4.08%
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关键水平与日内基准模块
#### VWAP(当日重置)
- 截至当前时段累计(TP×Vol) ≈ 1.234e8,累计成交量 ≈ 29,450
- VWAP ≈ 1.234e8 / 29,450 ≈ 4190.15
#### 枢轴点 PP
- PP = (4211.63 + 4098.77 + 4195.03)/3 ≈ 4168.48
- R1 = 2×4168.48 – 4098.77 ≈ 4238.19
- S1 = 2×4168.48 – 4211.63 ≈ 4125.33
- R2 = 4168.48 + (4211.63 – 4098.77) ≈ 4281.34
- S2 = 4168.48 – (4211.63 – 4098.77) ≈ 4055.62
#### 斐波那契回撤位
- 取近期低点A=4125.33(S1),高点B=4211.63(前日高)
- 回撤位:
– 0.236 → 4211.63 – (4211.63-4125.33)×0.236 ≈ 4190.5
– 0.382 → ≈ 4179.4
– 0.5 → ≈ 4168.5
– 0.618 → ≈ 4157.4
—
#### ATR(14)
- TR序列均值或Wilder平滑得 ATR(14) ≈ 4.95
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Step 2: 市场状态判断
条件链评估
- Condition 1: 趋势启动?
– 布林带宽度 = 0.0046 < 0.04 ✔️
– 收盘价4195.89 vs KC上轨4203.97 → 未突破 ❌
– VO = -4.08% < 1.0 ❌
→ 不满足
- Condition 2: 震荡/盘整?
– ADX(14)=15.3 < 20 ✔️
– 价格在布林带内运行(4187.03 ~ 4206.31),无有效突破 ✔️
→ 满足 → 判定为【Ranging / Consolidation】
- Condition 3: 中期趋势?
– ADX=15.3 < 25 ❌
→ 不适用
- Condition 4: 趋势衰竭?
– 无新高/新低(最近高点4211.63)❌
→ 不满足
- 默认条件:已由Condition 2覆盖
—
Step 3: 定量分析(基于震荡市模型)
扫描结果
#### 布林带回归模型
- Buy Signal:Close=4195.89 ≥ Lower Band=4187.03 且 RSI=47.9 > 30 → ❌
- Sell Signal:Close=4195.89 ≤ Upper Band=4206.31 且 RSI<70 → ❌
#### 枢轴点交易模型
- Buy Signal:Close=4195.89 > S1=4125.33,但未触及S1;无锤子形态 → ❌
- Sell Signal:Close远低于R1=4238.19,未触及 → ❌
#### 云震荡器(DMI过滤)
- 前提:ADX=15.3 < 20 ✔️
- Stochastic未提供数据,无法判断金叉/死叉 → 缺失必要输入
—
最终汇总
- Actionable Signals:无Buy/Sell信号触发 → Maintain Watch
- 市场状态支持性:Yes
– 多项指标显示低动量(ADX<20)、窄幅波动(BB宽度仅0.46%)、成交量萎缩(VO负值),符合震荡市特征。
- 建议操作:Maintain Watch
—
Step 4: 输出交易信号
- Direction signal: Watch
- Latest Close: >>> 4195.89 <<<
- Signal Strength: =>> 0 <<=
- Support level: +>> 4125.33 <<+
- Resistance level: ->> 4238.19 <<-
—
Step 5: 分析结论总结
当前XAUUSD处于典型的震荡整理阶段,主要依据如下:
- ADX(14)=15.3表明趋势力量极弱;
- 布林带宽度仅为0.46%,反映波动率极度收缩;
- 价格持续围绕VWAP(4190.15)与PP(4168.48)上下波动,未形成明确方向;
- RSI与MFI均接近中性区域(47~49),无明显超买超卖;
- 成交量震荡指标VO为负,显示短期动能不足。
尽管存在布林带收口现象,但缺乏KC通道突破与放量配合,尚不能确认趋势启动。建议继续观望,等待有效突破布林带上轨(4206.31)或下轨(4187.03)并伴随VO>1.0的确认信号后再行介入。关键支撑位于S1(4125.33),阻力位于R1(4238.19)。