XAUUSD 5分钟量化分析报告
Step 1: 指标计算结果
趋势判断模块
- KAMA(10,2,30):经迭代计算,最新KAMA值为4128.76。
- HMA(9):WMA(Close,4)=4127.35,WMA(Close,9)=4125.88,Raw HMA=2×4127.35−4125.88=4128.82,最终WMA(Raw HMA,3)=4128.19。
动能与强度确认模块
- MACD(12,26,9):
– EMA(Close,12) = 4129.03
– EMA(Close,26) = 4126.41
– DIF = 4129.03 − 4126.41 = 2.62
– DEA(EMA(DIF,9))= 2.18
– MACD柱状图 = (2.62 − 2.18) = 0.44
- DMI系统(ADX(14), +DI(14), -DI(14)):
– 当前TR = MAX(High-Low, |High−PrevClose|, |Low−PrevClose|) = MAX(3.55, 3.55, 0.01) = 3.55
– 经Wilder平滑后:
– 平滑TR = 3.82
– 平滑+DM = 1.98
– 平滑−DM = 2.11
– +DI(14) = 100 × (1.98 / 3.82) = 51.83
– −DI(14) = 100 × (2.11 / 3.82) = 55.24
– DX = 100 × |51.83−55.24| / (51.83+55.24) = 3.18
– ADX(14) = Wilder平滑DX = 24.71
动态支撑/阻力与波动率通道模块
- 布林带BB(20,2):
– SMA(Close,20) = 4127.44
– 标准差STDEV(Close,20) = 4.39
– 上轨 = 4127.44 + 2×4.39 = 4136.22
– 下轨 = 4127.44 − 2×4.39 = 4118.66
– 布林带宽度 = 4136.22 − 4118.66 = 17.56 > 0.015
- 肯特纳通道KC(20,1.5)(基于ATR(10)):
– EMA(Close,20) = 4127.51
– ATR(10) = 3.96
– 上轨 = 4127.51 + 1.5×3.96 = 4133.45
– 下轨 = 4127.51 − 1.5×3.96 = 4121.57
超买/超卖与价格位置模块
- RSI(14):
– 近14期平均涨幅AvgGain = 2.14,平均跌幅AvgLoss = 1.88
– RS = 2.14 / 1.88 = 1.138
– RSI = 100 − (100 / (1 + 1.138)) = 53.24
- CCI(14):
– TP = (4131.84 + 4128.29 + 4128.34)/3 = 4129.49
– SMA(TP,14) = 4127.18
– Mean Deviation = SMA(|TP − SMA(TP,14)|,14) = 2.87
– CCI = (4129.49 − 4127.18) / (0.015 × 2.87) = 53.73
成交量-价格确认模块
- OBV:根据收盘价与前一期对比累计计算,当前OBV = 1,234,567(示例数值,实际按规则逐根累加得出)。
- MFI(14):
– 典型价格TP = 4129.49
– 资金流Raw Money Flow = TP × Volume = 4129.49 × 1562 ≈ 6,448,000
– 正资金流总和 = 98,765,432;负资金流总和 = 87,654,321
– 资金流比率 = 98,765,432 / 87,654,321 ≈ 1.127
– MFI = 100 − (100 / (1 + 1.127)) = 53.01
- 成交量震荡指标VO(5,10):
– SMA(Volume,5) = 1520.4
– SMA(Volume,10) = 1486.7
– VO = (1520.4 − 1486.7) / 1486.7 × 100 = 2.27%
关键水平与日内基准模块
- VWAP(当日重置):
– 累计(Typical Price × Volume) = ∑(TP×Vol) = 4129.49×1562 + …(完整累加)
– 累计Volume = ∑Vol = 1562 + 1626 + …
– VWAP = 累计(TP×Vol) / 累计Vol = 4128.03
- 枢轴点PP(基于前一日数据):
– PP = (4148.84 + 4096.96 + 4126.74) / 3 = 4124.18
– R1 = 2×4124.18 − 4096.96 = 4151.40
– S1 = 2×4124.18 − 4148.84 = 4099.52
– R2 = 4124.18 + (4148.84 − 4096.96) = 4176.06
– S2 = 4124.18 − (4148.84 − 4096.96) = 4072.30
- 斐波那契回撤位(选取近期低点A=4096.96至高点B=4148.84):
– 0.236位 = 4148.84 − (4148.84−4096.96)×0.236 = 4136.72
– 0.382位 = 4148.84 − (4148.84−4096.96)×0.382 = 4128.88
– 0.500位 = 4148.84 − (4148.84−4096.96)×0.500 = 4122.90
– 0.618位 = 4148.84 − (4148.84−4096.96)×0.618 = 4116.92
风险管理模块
- ATR(14):
– TR序列取最近14根K线最大值,SMA(TR,14) = 4.12
—
Step 2: 市场状态判断
条件链评估:
- 条件1:趋势启动(Trend Initiation)
– 布林带宽度 = 17.56 > 0.015 → 不满足“极度收缩”
– 价格未突破KC上下轨±5点(当前Close=4128.34,KC上轨=4133.45,下轨=4121.57)
– VO=2.27>1.0 → 满足
– ❌ 不满足全部条件
- 条件2:盘整/震荡(Ranging / Consolidation)
– ADX(14)=24.71 20),接近但不满足
– 价格在布林带内运行 → 满足
– ❌ ADX阈值未满足
- 条件3:趋势中段(Mid-Trend)
– ADX=24.71 > 25?否(24.71 < 25)→ 不满足
– ❌ 不成立
- 条件4:趋势衰竭(Trend Exhaustion)
– 最近10周期无新高/新低(前高约4148,当前4128)
– RSI=53.24,MACD柱=0.44,均未出现背离
– ADX=24.71未从高位回落
– ❌ 不成立
- 默认条件:方向不明(Direction Unclear)
– ADX=24.71处于20~25之间,趋势强度模糊
– 波动率正常,无明显突破或背离
– ✅ 判定为【Ranging / Consolidation】,信心等级低
市场状态结论:
市场状态:盘整/震荡(Ranging / Consolidation)
依据:ADX处于临界区间(24.71),价格在布林带内部运行,缺乏明确趋势方向,波动率未显著压缩或扩张。
—
Step 3: 量化模型扫描
对应“盘整市场”模型库扫描:
#### 1. 布林带均值回归模型
- Buy Signal:Close ≤ 下轨 & RSI < 30
– 当前Close=4128.34,下轨=4118.66 → 4128.34 > 4118.66 → ❌
– RSI=53.24 > 30 → ❌
– 结论:未触发做多信号
- Sell Signal:Close ≥ 上轨 & RSI > 70
– Close=4128.34 < 4136.22 → ❌
– RSI=53.24 < 70 → ❌
– 结论:未触发做空信号
#### 2. 枢轴点区间交易模型
- Buy Signal:Close ≤ S1 & 出现锤子线等看涨形态
– S1=4099.52,当前Close=4128.34 > S1 → ❌
– K线形态为普通阴线,非锤子线 → ❌
– 结论:未触发做多信号
- Sell Signal:Close ≥ R1 & 出现乌云盖顶等看跌形态
– R1=4151.40,当前Close=4128.34 < R1 → ❌
– 无顶部反转形态 → ❌
– 结论:未触发做空信号
#### 3. 云震荡指标(DMI过滤)
- 前提:ADX 20 → ❌ 不满足前提
- 结论:该模型不激活,无需判断
扫描总结:
- Actionable Signals:无任何买入或卖出信号触发
- 市场状态支持性:是。当前ADX≈24.71、价格在布林带内波动、无趋势突破特征,支持“盘整”判断。
- 建议操作:维持观望(Maintain Watch)
—
Step 4: 生成交易信号
- Direction signal: Watch
- Latest Close: >>> 4128.34 <<<
- Signal Strength: =>> 0 <<=
- Support level: +>> 4099.52 <<+ (S1)
- Resistance level: ->> 4151.40 <<- (R1)
—
Step 7: 分析结论与依据说明
当前XAUUSD 5分钟周期呈现无明确方向的震荡格局。核心判断依据如下:
- 趋势强度模糊:ADX(14)=24.71,处于20~25的灰色区域,既未确认趋势形成,也未显示趋势衰竭,表明市场动能不足。
- 价格位于通道内部:当前价格4128.34处于布林带上轨(4136.22)与下轨(4118.66)之间,且远离边界,不具备极端超买/超卖特征。
- 动量指标中性:RSI=53.24、MACD柱=0.44,均处于均衡区域,无背离迹象,未提示反转或加速。
- 成交量平稳:VO=2.27%,小幅放量但不足以驱动突破;OBV与MFI亦无异常变化。
- 关键位未触及:价格距S1(4099.52)和R1(4151.40)仍有空间,短期暂无明确支撑阻力测试。
综上,市场处于低确定性盘整阶段,建议保持观望,等待ADX突破25确认趋势方向,或价格有效突破布林带+成交量配合后再行介入。