{"id":1813,"date":"2026-07-11T16:47:56","date_gmt":"2026-07-11T16:47:56","guid":{"rendered":"https:\/\/www.patternsmart.com\/cn\/?p=1813"},"modified":"2026-07-11T16:47:59","modified_gmt":"2026-07-11T16:47:59","slug":"%e9%9a%90%e5%bd%a2%e6%b3%84%e6%bc%8f%ef%bc%9a%e6%8e%8c%e6%8e%a7%e5%a4%9a%e5%91%a8%e6%9c%9f%e4%ba%a4%e6%98%93%e4%b8%ad%e7%9a%84%e6%9c%aa%e6%9d%a5%e5%87%bd%e6%95%b0","status":"publish","type":"post","link":"https:\/\/www.patternsmart.com\/cn\/%e9%9a%90%e5%bd%a2%e6%b3%84%e6%bc%8f%ef%bc%9a%e6%8e%8c%e6%8e%a7%e5%a4%9a%e5%91%a8%e6%9c%9f%e4%ba%a4%e6%98%93%e4%b8%ad%e7%9a%84%e6%9c%aa%e6%9d%a5%e5%87%bd%e6%95%b0\/","title":{"rendered":"\u9690\u5f62\u6cc4\u6f0f\uff1a\u638c\u63a7\u591a\u5468\u671f\u4ea4\u6613\u4e2d\u7684\u672a\u6765\u51fd\u6570"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5728\u91cf\u5316\u4ea4\u6613\u4e2d\uff0c\u5229\u7528\u591a\u5468\u671f\uff08Multi-Timeframe, MTF\uff09\u67b6\u6784\u662f\u6784\u5efa\u5168\u9762\u5e02\u573a\u89c6\u89d2\u7684\u6709\u6548\u65b9\u6cd5\u4e4b\u4e00\u3002\u7ecf\u5178\u7684\u591a\u5468\u671f\u7b56\u7565\u901a\u5e38\u4f7f\u7528\u9ad8\u5468\u671f\uff08Higher Timeframe, HTF\uff09\u56fe\u8868\uff08\u5982 4 \u5c0f\u65f6\u7ebf\u6216\u65e5\u7ebf\uff09\u6765\u5224\u65ad\u5b8f\u89c2\u8d8b\u52bf\uff0c\u540c\u65f6\u5728\u4f4e\u5468\u671f\uff08Lower Timeframe, LTF\uff09\u56fe\u8868\uff08\u5982 5 \u5206\u949f\u7ebf\u6216 15 \u5206\u949f\u7ebf\uff09\u4e0a\u6267\u884c\u8fdb\u573a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u5982\u679c\u4ee3\u7801\u7f16\u5199\u4e0d\u5f53\uff0c\u591a\u5468\u671f\u67b6\u6784\u4f1a\u5f15\u5165\u4e00\u4e2a\u81f4\u547d\u7684\u7f3a\u9677\uff1a<strong>\u591a\u5468\u671f\u672a\u6765\u51fd\u6570\uff08Multi-Timeframe Look-Ahead Bias\uff09<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u4e00\u6839\u5c1a\u672a\u6536\u76d8\u7684\u9ad8\u5468\u671fK\u7ebf\u6570\u636e\uff0c\u88ab\u9519\u8bef\u5730\u5411\u524d\u8ffd\u6eaf\uff08\u6620\u5c04\uff09\u5230\u4f4e\u5468\u671f\u56fe\u8868\u4e0a\u8be5\u5468\u671f\u7684\u8d77\u70b9\u65f6\uff0c\u8fd9\u79cd\u504f\u5dee\u5c31\u4f1a\u53d1\u751f\u3002\u5728\u56de\u6d4b\u7cfb\u7edf\u4e2d\uff0c\u8fd9\u610f\u5473\u7740\u4f60\u7684 5 \u5206\u949f\u7b56\u7565\u6b63\u5728\u57fa\u4e8e\u4e00\u4e2a<strong>\u5b9e\u9645\u4e0a\u5c1a\u672a\u53d1\u751f<\/strong>\u7684\u65e5\u7ebf\u6536\u76d8\u4ef7\u505a\u51fa\u51b3\u7b56\u3002\u5176\u7ed3\u679c\u4fbf\u662f\uff1a\u56de\u6d4b\u65f6\u5c55\u73b0\u51fa\u5b8c\u7f8e\u65e0\u7455\u3001\u83b7\u5229\u4e30\u539a\u5386\u53f2\u6a21\u62df\uff0c\u800c\u4e00\u65e6\u6295\u5165\u5b9e\u76d8\u8fd0\u884c\uff0c\u7cfb\u7edf\u5c31\u4f1a\u5f7b\u5e95\u5d29\u6e83\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.patternsmart.com\/cn\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"559\" src=\"https:\/\/www.patternsmart.com\/cn\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-1.png\" alt=\"\u591a\u5468\u671f\u672a\u6765\u51fd\u6570\" class=\"wp-image-1815\" srcset=\"https:\/\/www.patternsmart.com\/cn\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-1.png 1024w, https:\/\/www.patternsmart.com\/cn\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-1-300x164.png 300w, https:\/\/www.patternsmart.com\/cn\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-1-768x419.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u591a\u5468\u671f\u6570\u636e\u6cc4\u6f0f\u7684\u5185\u5728\u673a\u7406<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u7406\u89e3\u8fd9\u79cd\u6cc4\u6f0f\u662f\u5982\u4f55\u53d1\u751f\u7684\uff0c\u6211\u4eec\u5fc5\u987b\u770b\u770b\u6570\u636e\u6846\uff08DataFrames\uff09\u662f\u5982\u4f55\u5bf9\u9f50\u4e0d\u540c\u65f6\u95f4\u7c92\u5ea6\u7684\u3002\u4ee5\u65e5\u7ebfK\u7ebf\uff08Daily candle\uff09\u4e3a\u4f8b\uff0c\u4e00\u6839\u65e5\u7ebfK\u7ebf\u8de8\u8d8a\u4e86 24 \u5c0f\u65f6\u7684\u4ea4\u6613\u65f6\u95f4\u3002\u5728 15 \u5206\u949f\u7684\u56fe\u8868\u4e0a\uff0c\u8fd9\u4e00\u6839\u65e5\u7ebfK\u7ebf\u5bf9\u5e94\u7740 96 \u6839\u72ec\u7acb\u7684 15 \u5206\u949fK\u7ebf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Plaintext<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u65e5\u7ebf\u5468\u671f:    &#91;----------------------- \u4ea4\u6613\u65e5 T -----------------------]\n                         |                                                     |\n15\u5206\u949f\u5468\u671f:  &#91;K\u7ebf 1]&#91;K\u7ebf 2]&#91;K\u7ebf 3] ... &#91;K\u7ebf 94]&#91;K\u7ebf 95]&#91;K\u7ebf 96 (\u6536\u76d8)]\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u5728\u56de\u6d4b\u7cfb\u7edf\u6a21\u62df 15 \u5206\u949f\u5468\u671f\u7684\u201cK\u7ebf 1\u201d\u65f6\uff0c\u4f60\u7684\u4ee3\u7801\u8bf7\u6c42\u4e86\u201c\u4ea4\u6613\u65e5 T\u201d\u7684\u6536\u76d8\u4ef7\uff08Close\uff09\uff0c\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u73b0\u5b9e\u60c5\u51b5\uff1a<\/strong> \u5728\u5b9e\u76d8\u4ea4\u6613\u4e2d\uff0c\u5728\u201cK\u7ebf 1\u201d\uff08\u51cc\u6668 00:15\uff09\u7684\u65f6\u5019\uff0c\u5f53\u5929\u7684\u6700\u7ec8\u6536\u76d8\u4ef7\u662f\u5b8c\u5168\u672a\u77e5\u7684\u3002<\/li>\n\n\n\n<li><strong>\u56de\u6d4b\u7f3a\u9677\uff1a<\/strong> \u5728\u4e00\u4e2a\u7c97\u7cd9\u7684\u56de\u6d4b\u7cfb\u7edf\u4e2d\uff0c\u6570\u636e\u5f15\u64ce\u4f1a\u76f4\u63a5\u67e5\u770b\u5386\u53f2\u6570\u636e\u5e93\uff0c\u8bfb\u53d6\u5df2\u5b8c\u6210\u7684\u201c\u4ea4\u6613\u65e5 T\u201d\u7684\u6536\u76d8\u4ef7\uff0c\u5e76<strong>\u77ac\u95f4\u5c06\u5176\u63d0\u4f9b\u7ed9\u6240\u6709 96 \u6839\u5b50K\u7ebf<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u4e00\u6765\uff0c\u4f60\u7684\u6307\u6807\u5b9e\u9645\u4e0a\u5c31\u201c\u770b\u7a7f\u4e86\u672a\u6765\u201d\uff0c\u63d0\u65e9\u77e5\u9053\u4e86\u8fd9\u4e00\u5929\u5c06\u5982\u4f55\u7ed3\u675f\u3002\u8fd9\u4f7f\u5f97\u4f60\u7684\u7cfb\u7edf\u53ef\u4ee5\u5728\u51cc\u6668 00:15 \u5efa\u7acb\u4e00\u4e2a\u5b8c\u7f8e\u7684\u6807\u51c6\u591a\u5934\u5934\u5bf8\uff0c\u56e0\u4e3a\u5b83\u5df2\u7ecf\u77e5\u9053\u4eca\u5929\u6700\u7ec8\u4f1a\u6536\u9633\u7ebf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u7279\u5b9a\u5e73\u53f0\u7684\u9677\u9631\u4e0e\u89e3\u51b3\u65b9\u6848<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u540c\u7684\u91cf\u5316\u5f00\u53d1\u6846\u67b6\u5904\u7406\u591a\u5468\u671f\u6570\u636e\u8bbf\u95ee\u7684\u65b9\u5f0f\u5404\u4e0d\u76f8\u540c\u3002\u672a\u80fd\u7406\u89e3\u4f60\u6240\u4f7f\u7528\u7684\u7279\u5b9a\u5e73\u53f0\u7684\u9ed8\u8ba4\u673a\u5236\uff0c\u662f\u5bfc\u81f4\u591a\u5468\u671f\u672a\u6765\u51fd\u6570\u7684\u4e3b\u8981\u539f\u56e0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">A. TradingView Pine Script\uff08<code>request.security<\/code> \u9677\u9631\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 Pine Script \u4e2d\uff0c\u4ece\u9ad8\u5468\u671f\u83b7\u53d6\u6570\u636e\u662f\u901a\u8fc7 <code>request.security()<\/code> \u51fd\u6570\u5b9e\u73b0\u7684\u3002\u5728\u8fc7\u53bb\uff0c\u8fd9\u4e2a\u51fd\u6570\u662f\u4ea7\u751f\u672a\u6765\u51fd\u6570\u6f0f\u6d1e\u7684\u4e3b\u8981\u6e29\u5e8a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pine Script<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u6781\u5ea6\u5371\u9669 \u2014\u2014 \u5305\u542b\u672a\u6765\u51fd\u6570\n\/\/ \u8fd9\u4f1a\u5728\u5f53\u5929\u7ed3\u675f\u4e4b\u524d\uff0c\u5c31\u83b7\u53d6\u5230\u5f53\u5929\u65e5\u7ebf\u7684\u6536\u76d8\u4ef7\u3002\ndailyCloseRealtime = request.security(syminfo.tickerid, \"D\", close)\n\n\/\/ \u5b89\u5168 \u2014\u2014 \u89c4\u907f\u672a\u6765\u51fd\u6570\n\/\/ \u901a\u8fc7\u4f7f\u7528\u5386\u53f2\u7d22\u5f15 &#91;1] \u5e76\u5173\u95ed\u672a\u6765\u51fd\u6570\uff08lookahead\uff09\uff0c\n\/\/ \u786e\u4fdd\u4f60\u53ea\u83b7\u53d6\u5230\u201c\u524d\u4e00\u5929\u201d\u5df2\u7ecf\u5b8c\u5168\u6536\u76d8\u7684\u6570\u636e\u3002\ndailyCloseSafe = request.security(syminfo.tickerid, \"D\", close&#91;1], barmerge.gaps_off, barmerge.lookahead_off)\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u5728 Pine Script \u4e2d\u4fdd\u6301\u7ed3\u6784\u5b89\u5168\uff0c\u52a1\u5fc5\u5c06\u6ede\u540e\u7684\u5e8f\u5217 <code>close[1]<\/code> \u4f20\u5165 <code>security<\/code> \u51fd\u6570\u4e2d\uff0c\u4ee5\u786e\u4fdd\u4f4e\u5468\u671f\u7b56\u7565\u4ec5\u57fa\u4e8e\u660e\u786e\u901a\u8fc7\u5386\u53f2\u7ec8\u70b9\u7ebf\u7684\u5df2\u6536\u76d8\u6570\u636e\u505a\u51fa\u53cd\u5e94\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">B. Python \/ Pandas\uff08\u91cd\u91c7\u6837\u9677\u9631\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 Python \u4e2d\u6784\u5efa\u81ea\u5b9a\u4e49\u56de\u6d4b\u7cfb\u7edf\u65f6\uff0c\u5f00\u53d1\u8005\u7ecf\u5e38\u4f7f\u7528 <code>.resample()<\/code> \u6765\u8ba1\u7b97\u5b8f\u89c2\u6307\u6807\uff0c\u7136\u540e\u5c06\u8fd9\u4e9b\u6307\u6807\u5408\u5e76\u56de\u5fae\u89c2\u7684 DataFrame \u4e2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Python<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u9519\u8bef\u505a\u6cd5\uff1a\u76f4\u63a5\u5408\u5e76\u672a\u53d1\u751f\u4f4d\u79fb\u7684\u9ad8\u5468\u671f\uff08HTF\uff09\u6570\u636e\ndf_daily = df_15min.resample('D').last()\ndf_daily&#91;'sma_20'] = df_daily&#91;'close'].rolling(20).mean()\n\n# \u5371\u9669\uff1a\u5de6\u8fde\u63a5\uff08Left-join\uff09\u4f1a\u76f4\u63a5\u5c06\u6700\u7ec8\u7684\u65e5\u7ebf SMA \u6620\u5c04\u5230\u4e00\u5929\u7684\u5f00\u59cb\ndf_merged = df_15min.join(df_daily&#91;'sma_20'], how='left').ffill()\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u4e3a\u7d22\u5f15\u5339\u914d\u7684\u662f\u4e00\u5929\u7684\u5f00\u59cb\u7a97\u53e3\uff0c<code>.ffill()<\/code>\uff08\u5411\u524d\u586b\u5145\uff09\u4f1a\u5c06\u672a\u6765\u624d\u4f1a\u7b97\u51fa\u6765\u7684\u65e5\u7ebf\u7ed3\u679c\uff0c\u5411\u540e\u5012\u704c\u5206\u53d1\u7ed9\u6e05\u6668\u7684 15 \u5206\u949fK\u7ebf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4fee\u590d\u65b9\u6cd5\uff1a<\/strong> \u5728\u5c06\u9ad8\u5468\u671f\u5e8f\u5217\u5411\u524d\u586b\u5145\u5230\u4f4e\u5468\u671f\u6570\u7ec4\u4e4b\u524d\uff0c\u4f60\u5fc5\u987b\u663e\u5f0f\u5730\u5c06\u5176<strong>\u5411\u540e\u4f4d\u79fb\uff08shift\uff09\u4e00\u4e2a\u5468\u671f<\/strong>\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Python<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u5b89\u5168\u505a\u6cd5\uff1a\u5c06\u65e5\u7ebf\u8ba1\u7b97\u7ed3\u679c\u5411\u540e\u79fb\u52a8 1 \u5929\ndf_daily_safe = df_daily&#91;'sma_20'].shift(1)\n\n# \u73b0\u5728\uff0c15 \u5206\u949fK\u7ebf\u53ea\u80fd\u770b\u5230\u6628\u5929\u5df2\u7ecf\u5b9a\u683c\u7684\u65e5\u7ebf SMA\ndf_merged_safe = df_15min.join(df_daily_safe, how='left').ffill()\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u591a\u5468\u671f\u5408\u89c4\u6846\u67b6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u786e\u4fdd\u4f60\u7684\u6307\u6807\u5728\u7ed3\u6784\u4e0a\u4e25\u5bc6\u53ef\u9760\uff0c\u8bf7\u5728\u4f60\u7684\u5f00\u53d1\u6d41\u7a0b\u4e2d\u5f3a\u5236\u6267\u884c\u4ee5\u4e0b<strong>\u6570\u636e\u53ef\u7528\u6027\u534f\u8bae\uff08Data Availability Protocol\uff09<\/strong>\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Plaintext<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;\u83b7\u53d6\u9ad8\u5468\u671f K\u7ebf T] \u2500\u2500&gt; &#91;\u5e94\u7528 1\u6839K\u7ebf\u6ede\u540e (T-1)] \u2500\u2500&gt; &#91;\u5e7f\u64ad\u81f3\u4f4e\u5468\u671f\u6570\u7ec4] \u2500\u2500&gt; &#91;\u6267\u884c\u7b56\u7565\u903b\u8f91]\n<\/code><\/pre>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u201cBar-1\u201d\u5f3a\u5236\u4ee4\uff1a<\/strong> \u5c06\u5f53\u524d\u65f6\u6bb5\u7684\u4efb\u4f55\u9ad8\u5468\u671f\u53d8\u91cf\u89c6\u4e3a\u201c\u4e0d\u5b58\u5728\u201d\u3002\u5982\u679c\u4f60\u60f3\u5728 5 \u5206\u949f\u56fe\u8868\u4e0a\u4f7f\u7528\u65e5\u7ebf\u5747\u7ebf\uff08Daily MA\uff09\uff0c\u4f60\u53ea\u80fd\u4f7f\u7528\u622a\u81f3<strong>\u6628\u5929\u6536\u76d8\u65f6<\/strong>\u7684\u5747\u7ebf\u503c\u3002<\/li>\n\n\n\n<li><strong>\u4e25\u683c\u7684\u65f6\u95f4\u6233\u5bf9\u9f50\uff1a<\/strong> \u5728\u5408\u5e76\u6570\u636e\u6d41\u65f6\uff0c\u52a1\u5fc5\u5bf9\u9f50<strong>\u6570\u636e\u53ef\u7528\u7684\u65f6\u95f4\u6233<\/strong>\uff0c\u800c\u4e0d\u662f\u5468\u671f\u7684\u8d77\u59cb\u65f6\u95f4\u6233\u3002\u4e00\u6839\u5728\u5468\u4e00\u51cc\u6668 00:00 \u5f00\u59cb\u7684\u65e5\u7ebfK\u7ebf\uff0c\u76f4\u5230\u5468\u4e8c\u51cc\u6668 00:00 \u624d\u662f\u771f\u6b63\u53ef\u7528\u7684\u3002\u4f60\u7684\u5408\u5e76\u952e\uff08merge keys\uff09\u5fc5\u987b\u53cd\u6620\u6570\u636e\u7684\u5b8c\u6210\u65f6\u95f4\uff0c\u800c\u975e\u542f\u52a8\u65f6\u95f4\u3002<\/li>\n\n\n\n<li><strong>\u907f\u514dK\u7ebf\u672a\u5b8c\u7ed3\u65f6\u7684\u67e5\u627e\uff1a<\/strong> \u5982\u679c\u4f60\u7684\u7b56\u7565\u89c4\u5b9a\u5fc5\u987b\u5b9e\u65f6\u8ddf\u8e2a\u6b63\u5728\u5f62\u6210\u7684\u9ad8\u5468\u671fK\u7ebf\uff08\u4f8b\u5982\u5728 5 \u5206\u949f\u56fe\u8868\u4e0a\u5b9e\u65f6\u89c2\u5bdf\u65e5\u7ebf\u7ea7\u522b\u7684\u6210\u4ea4\u91cf\u7a81\u7834\uff09\uff0c\u4f60\u5fc5\u987b\u4f7f\u7528<strong>\u7d2f\u52a0\u7684\u4f4e\u5468\u671f\u5207\u7247<\/strong>\u6765\u8ba1\u7b97\u8be5\u6307\u6807\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u8bf7\u6c42\u672a\u6536\u76d8\u7684\u9ad8\u5468\u671f\u7236\u7ea7K\u7ebf\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u5982\u4f55\u5ba1\u8ba1\u4f60\u7684\u591a\u5468\u671f\u7b56\u7565<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u6000\u7591\u81ea\u5df1\u7684\u7b56\u7565\u6b63\u53d7\u76ca\u4e8e\u5bf9\u672a\u6765\u7684\u201c\u5077\u770b\u201d\uff0c\u53ef\u4ee5\u4f7f\u7528<strong>\u65f6\u95f4\u6233\u5dee\u5f02\u5ba1\u8ba1\uff08Timestamp Discrepancy Audit\uff09<\/strong>\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u5bfc\u51fa\u56de\u6d4b\u65e5\u5fd7\u7684\u7ec4\u5408 CSV \u6587\u4ef6\uff0c\u5176\u4e2d\u5305\u542b\u56db\u4e2a\u7279\u5b9a\u5217\uff1a<code>LTF_Timestamp<\/code>\uff08\u4f4e\u5468\u671f\u65f6\u95f4\u6233\uff09\u3001<code>HTF_Timestamp_Used<\/code>\uff08\u6240\u4f7f\u7528\u7684\u9ad8\u5468\u671f\u65f6\u95f4\u6233\uff09\u3001<code>LTF_Price<\/code>\uff08\u4f4e\u5468\u671f\u4ef7\u683c\uff09\u548c <code>HTF_Indicator_Value<\/code>\uff08\u9ad8\u5468\u671f\u6307\u6807\u503c\uff09\u3002<\/li>\n\n\n\n<li>\u6eda\u52a8\u5230\u91cd\u5927\u7684\u5e02\u573a\u8f6c\u6298\u70b9\u2014\u2014\u6bd4\u5982\u4e00\u6b21\u5267\u70c8\u7684\u5b8f\u89c2\u53cd\u8f6c\u3002\u4ed4\u7ec6\u89c2\u5bdf\u5206\u914d\u7ed9\u8be5\u65f6\u6bb5<strong>\u7b2c\u4e00\u6839\u4f4e\u5468\u671fK\u7ebf<\/strong>\u7684 <code>HTF_Indicator_Value<\/code>\u3002\u5982\u679c\u8be5\u6307\u6807\u5728\u968f\u540e\u7684\u5b50K\u7ebf\u4ef7\u683c\u884c\u4e3a\u53d1\u751f\u4e4b\u524d\uff0c\u5c31\u5df2\u7ecf\u5728\u7b2c\u4e00\u6839\u5b50K\u7ebf\u4e0a\u53d1\u751f\u4e86\u62d0\u5934\u6216\u8f6c\u53d8\uff0c\u8bf4\u660e\u4f60\u7684\u6570\u636e\u7ba1\u9053\u53d1\u751f\u4e86\u6cc4\u6f0f\u3002<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">* <strong>\u6838\u5fc3\u539f\u5219\uff1a<\/strong> \u5728\u8be5\u5b8f\u89c2\u65f6\u95f4\u7a97\u53e3\u7684\u6700\u540e\u4e00\u6839\u5b50K\u7ebf\u5b8c\u6210\u4e4b\u524d\uff0c\u6307\u6807\u5fc5\u987b\u4fdd\u6301\u5e73\u6574\uff0c\u9501\u5b9a\u5728\u524d\u4e00\u5468\u671f\u7ed3\u7b97\u7684\u503c\u4e0a\u3002\u5982\u679c\u5b83\u63d0\u524d\u79fb\u52a8\u4e86\uff0c\u4f60\u7684\u56de\u6d4b\u5c31\u53ea\u662f\u4e00\u4e2a\u5e7b\u89c9\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><em><em><a href=\"https:\/\/www.patternsmart.com\/cn\/custom\/\">\u5982\u679c\u60a8\u6b63\u5728\u5bfb\u627e\u4e13\u4e1a\u7684\u5b9a\u5236\u4ea4\u6613\u8f6f\u4ef6\u5f00\u53d1\u670d\u52a1\uff0c\u6b22\u8fce\u8054\u7cfb\u6211\u4eec\u3002<\/a><\/em><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u91cf\u5316\u4ea4\u6613\u4e2d\uff0c\u5229\u7528\u591a\u5468\u671f\uff08Multi-Timeframe, MTF\uff09\u67b6\u6784\u662f\u6784\u5efa\u5168\u9762\u5e02\u573a\u89c6\u89d2\u7684\u6709\u6548\u65b9\u6cd5\u4e4b\u4e00\u3002\u7ecf\u5178 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1815,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_seo_schema_type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"fifu_image_url":"","fifu_image_alt":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[233],"tags":[],"class_list":["post-1813","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-233"],"jetpack_featured_media_url":"https:\/\/www.patternsmart.com\/cn\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-1.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/posts\/1813","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/comments?post=1813"}],"version-history":[{"count":1,"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/posts\/1813\/revisions"}],"predecessor-version":[{"id":1816,"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/posts\/1813\/revisions\/1816"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/media\/1815"}],"wp:attachment":[{"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/media?parent=1813"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/categories?post=1813"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.patternsmart.com\/cn\/wp-json\/wp\/v2\/tags?post=1813"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}