{"id":4712,"date":"2025-06-13T17:10:00","date_gmt":"2025-06-13T09:10:00","guid":{"rendered":"https:\/\/www.modula.cn\/?p=4712"},"modified":"2025-08-25T10:34:48","modified_gmt":"2025-08-25T02:34:48","slug":"roi-in-warehouse-automation","status":"publish","type":"post","link":"https:\/\/www.modula.cn\/zh\/roi-in-warehouse-automation\/","title":{"rendered":"\u5e72\u8d27\u5206\u4eab\u4e28\u4ed3\u5e93\u81ea\u52a8\u5316\u7684\u6295\u8d44\u56de\u62a5\u7387ROI\u5168\u89e3\u6790"},"content":{"rendered":"

\u5728\u667a\u80fd\u7269\u6d41\u65f6\u4ee3\uff0c\u8d8a\u6765\u8d8a\u591a\u4f01\u4e1a\u5f00\u59cb\u5173\u6ce8\u4ed3\u5e93\u81ea\u52a8\u5316\u7684\u5b9e\u9645\u6548\u76ca\u3002\u95ee\u9898\u4e0d\u518d\u662f\u201c\u8981\u4e0d\u8981\u81ea\u52a8\u5316\u201d\uff0c\u800c\u662f\u201c\u6295\u5165\u4ec0\u4e48\u65f6\u5019\u80fd\u89c1\u56de\u62a5\u201d\u3002<\/p>\n

\u672c\u6587\u5c06\u4ece\u6295\u8d44\u56de\u62a5\u7387\uff08ROI\uff09\u7684\u89c6\u89d2\u51fa\u53d1\uff0c\u5e26\u4f60\u6df1\u5165\u7406\u89e3\u4ed3\u5e93\u673a\u5668\u4eba\u4e0e\u4ed3\u5e93\u7ba1\u7406\u7cfb\u7edf\uff08WMS\uff09\u5982\u4f55\u52a9\u529b\u4f01\u4e1a\u5b9e\u73b0\u964d\u672c\u589e\u6548\u3001\u5feb\u901f\u56de\u672c\u3002<\/p>\n<\/div>

<\/span><\/div>

01<\/span><\/h3>\n

\u4ed3\u5e93\u673a\u5668\u4eba\uff1a\u4e0d\u662f\u79d1\u5e7b\uff0c\u662f\u751f\u4ea7\u529b\u52a0\u901f\u5668<\/span><\/h3>\n

\u4ed3\u5e93\u673a\u5668\u4eba\u6b63\u8fc5\u901f\u4ece\u201c\u672a\u6765\u6280\u672f\u201d\u8d70\u5411\u65e5\u5e38\u751f\u4ea7\u573a\u666f\u3002\u6839\u636e\u884c\u4e1a\u7edf\u8ba1\uff0c\u5f15\u5165\u673a\u5668\u4eba\u540e\uff0c\u4ed3\u50a8\u6548\u7387\u5e73\u5747\u63d0\u534730%\u3002\u4f46\u5173\u952e\u95ee\u9898\u662f\uff1a\u6295\u8d44\u591a\u4e45\u56de\u672c\uff1f<\/p>\n

\u4e00\u822c\u6765\u8bf4\uff0c\u4ed3\u5e93\u673a\u5668\u4eba\u6295\u8d44\u7684\u56de\u62a5\u5468\u671f\u4e3a3\u52305\u5e74\u3002\u5f71\u54cd\u8fd9\u4e00\u5468\u671f\u7684\u56e0\u7d20\u5305\u62ec\u884c\u4e1a\u7279\u6027\u3001\u5e02\u573a\u7ade\u4e89\u5f3a\u5ea6\u4ee5\u53ca\u4f01\u4e1a\u8fd0\u8425\u7684\u7075\u6d3b\u5ea6\u7b49\uff0c\u867d\u7136\u8fd9\u4e9b\u56e0\u7d20\u96be\u4ee5\u91cf\u5316\uff0c\u4f46\u5b83\u4eec\u5728\u6295\u8d44\u51b3\u7b56\u4e2d\u4e3e\u8db3\u8f7b\u91cd\u3002<\/p>\n

\u5982\u4f55\u79d1\u5b66\u8ba1\u7b97\u673a\u5668\u4eba ROI\uff1f<\/b><\/strong><\/p>\n

ROI = \uff08\u5e74\u6536\u76ca \u2013 \u603b\u6210\u672c\uff09 \u00f7 \u603b\u6210\u672c \u00d7 100%<\/b><\/strong><\/p>\n

\u8fd9\u4e2a\u516c\u5f0f\u5f88\u7b80\u5355\uff0c\u4f46\u5173\u952e\u5728\u4e8e\u5982\u4f55\u62c6\u89e3\u6210\u672c\u4e0e\u6536\u76ca\u7684\u5177\u4f53\u7ec4\u6210\u3002<\/p>\n

\u6210\u672c\u7ed3\u6784\u901a\u5e38\u5305\u62ec\uff1a<\/b><\/strong><\/p>\n

    \n
  • <\/b>\u521d\u59cb\u6295\u5165\uff1a<\/b><\/strong>\u673a\u5668\u4eba\u91c7\u8d2d\u3001\u5b89\u88c5\u4e0e\u7cfb\u7edf\u96c6\u6210\u8d39\u7528<\/li>\n
  • <\/b>\u8fd0\u8425\u652f\u51fa\uff1a<\/b><\/strong>\u65e5\u5e38\u7ef4\u62a4\u3001\u8f6f\u4ef6\u66f4\u65b0\u3001\u7535\u529b\u6d88\u8017<\/li>\n
  • <\/b>\u4eba\u5458\u57f9\u8bad\uff1a<\/b><\/strong>\u5458\u5de5\u64cd\u4f5c\u4e0e\u7ef4\u62a4\u6280\u80fd\u7684\u5b66\u4e60\u6210\u672c<\/li>\n<\/ul>\n

    \u4e3e\u4e2a\u4f8b\u5b50\uff1a<\/b><\/strong>
    \n\u8d2d\u4e705\u53f0\u673a\u5668\u4eba\uff0c\u6bcf\u53f035\u4e07\u5143\uff0c\u52a0\u4e0a\u5b89\u88c5\u8d39\u752814\u4e07\u5143 \u548c\u6bcf\u5e747\u4e07\u5143\u7684\u8fd0\u7ef4\u57f9\u8bad\uff0c\u521d\u671f\u6295\u5165\u7ea6\u4e3a189\u4e07\u5143\u3002<\/p>\n

    \u6536\u76ca\u6765\u6e90\u4e3b\u8981\u4f53\u73b0\u5728\uff1a<\/b><\/strong><\/p>\n

      \n
    • <\/b>\u8282\u7701\u4eba\u5de5\uff1a<\/b><\/strong>\u51cf\u5c11\u62e3\u8d27\u3001\u642c\u8fd0\u3001\u5206\u62e3\u7b49\u91cd\u590d\u52b3\u52a8\u529b<\/li>\n
    • <\/b>\u63d0\u5347\u6548\u7387\uff1a<\/b><\/strong>\u52a0\u5feb\u8ba2\u5355\u5468\u8f6c\uff0c\u63d0\u5347\u5355\u4f4d\u65f6\u95f4\u4ea7\u51fa<\/li>\n
    • <\/b>\u964d\u4f4e\u5dee\u9519\u7387\uff1a<\/b><\/strong>\u51cf\u5c11\u9000\u8d27\u4e0e\u8fd4\u5de5\u635f\u5931<\/li>\n<\/ul>\n

      \u5982\u679c\u8fd9\u4e9b\u673a\u5668\u4eba\u6bcf\u5e74\u5e2e\u4f60\u8282\u770170\u4e07\u5143\u7684\u4eba\u529b\u6210\u672c\u3001\u521b\u902035\u4e07\u5143\u7684\u989d\u5916\u6536\u5165\uff0c\u5e76\u51cf\u5c1114\u4e07\u5143\u7684\u9519\u8bef\u635f\u5931\uff0c\u90a3\u5e74\u6536\u76ca\u5c31\u662f119\u4e07\u5143\u3002<\/p>\n

      \u9996\u5e74\u867d\u672a\u56de\u672c\uff0c\u4f46\u56de\u62a5\u66f2\u7ebf\u5df2\u7ecf\u6210\u578b\u3002<\/p>\n<\/div>

      <\/span><\/div>

      \u4e3a\u4ec0\u4e48\u4f7f\u7528\u673a\u5668\u4eba\u540e\uff0c\u6295\u8d44\u56de\u62a5\u7387\u53d8\u9ad8\uff1f<\/b><\/strong><\/p>\n

      \u8bb8\u591a\u4f01\u4e1a\u53d1\u73b0\uff0c\u673a\u5668\u4eba\u56de\u672c\u901f\u5ea6\u6bd4\u9884\u8ba1\u66f4\u5feb\uff0c\u539f\u56e0\u5728\u4e8e\u5b83\u4eec\u5e26\u6765\u7684\u4ef7\u503c\u4e0d\u4ec5\u4ec5\u5728\u8d26\u9762\u4e0a\uff1a<\/p>\n

        \n
      • <\/b>\u5168\u5929\u5019\u8fd0\u4f5c\uff1a<\/b><\/strong>\u81ea\u52a8\u79fb\u52a8\u673a\u5668\u4eba\uff08AMR\uff09\u53ef\u8fde\u7eed\u8fd0\u884c\u591a\u4e2a\u73ed\u6b21\uff0c\u5927\u5e45\u964d\u4f4e\u73ed\u6b21\u4eba\u5de5\u6210\u672c\u3002<\/li>\n
      • <\/b>\u63d0\u5347\u62e3\u9009\u901f\u5ea6\uff1a<\/b><\/strong>G2P\uff08\u8d27\u5230\u4eba\uff09\u7cfb\u7edf\u53ef\u5c06\u4f5c\u4e1a\u6548\u7387\u63d0\u9ad83\u500d\u4ee5\u4e0a\u3002<\/li>\n
      • <\/b>\u51cf\u5c11\u64cd\u4f5c\u5931\u8bef\uff1a<\/b><\/strong>\u673a\u5668\u4eba\u7cfb\u7edf\u80fd\u5c06\u5dee\u9519\u7387\u964d\u81f3\u4eba\u5de5\u7684\u5341\u5206\u4e4b\u4e00\u3002<\/li>\n
      • <\/b>\u8282\u7ea6\u4ed3\u50a8\u7a7a\u95f4\uff1a<\/b><\/strong>\u81ea\u52a8\u5316\u7cfb\u7edf\u53ef\u63d0\u5347\u9ad8\u8fbe25%\u7684\u7a7a\u95f4\u4f7f\u7528\u6548\u7387\uff0c\u907f\u514d\u6269\u5efa\u9700\u6c42\u3002<\/li>\n<\/ul>\n<\/div>
        <\/span><\/div>

        \u5728\u4f17\u591a\u4ed3\u50a8\u6280\u672f\u4e2d\uff0cAMR\u548cG2P\u7cfb\u7edf\u582a\u79f0\u201c\u56de\u62a5\u660e\u661f\u201d\u3002<\/p>\n

        \u524d\u8005\u9002\u5408\u5faa\u5e8f\u6e10\u8fdb\u3001\u9884\u7b97\u8c28\u614e\u7684\u4f01\u4e1a\uff1b\u540e\u8005\u5219\u901a\u8fc7\u7b80\u5316\u6d41\u7a0b\u76f4\u63a5\u63a8\u52a8\u7a7a\u95f4\u4e0e\u6548\u7387\u53cc\u91cd\u5347\u7ea7\u3002<\/p>\n

        02<\/span><\/h3>\n

        WMS\uff1a\u4ed3\u5e93\u7684\u201c\u5927\u8111\u201d\uff0c3\u52306\u4e2a\u6708\u89c1\u6548<\/span><\/h3>\n

        \u76f8\u6bd4\u4e4b\u4e0b\uff0cWMS\uff08\u4ed3\u5e93\u7ba1\u7406\u7cfb\u7edf\uff09\u7684\u56de\u62a5\u5468\u671f\u66f4\u77ed\uff0c\u901a\u5e383\u52306\u4e2a\u6708\u5373\u53ef\u4ea7\u751f\u660e\u663e\u6536\u76ca\u3002\u5982\u679c\u642d\u914d\u673a\u5668\u4eba\u6216\u5782\u76f4\u5b58\u50a8\u7cfb\u7edf\uff08\u5982 ASRS\u3001VLM\uff09\uff0c\u957f\u671f ROI \u53ef\u6301\u7eed\u63d0\u5347\u3002<\/p>\n

        WMS \u6295\u8d44\u56de\u62a5\u600e\u4e48\u7b97\uff1f<\/b><\/strong><\/p>\n

        \u540c\u6837\u9002\u7528 ROI \u516c\u5f0f\uff0c\u4f46\u5728\u8ba1\u7b97\u524d\uff0c\u5148\u5398\u6e05\u5176\u6210\u672c\u4e0e\u6536\u76ca\u6784\u6210\u3002<\/p>\n

        \u6210\u672c\u5305\u542b\uff1a<\/b><\/strong><\/p>\n

          \n
        • \u8f6f\u4ef6\u8bb8\u53ef\u8d39\u7528<\/li>\n
        • \u7cfb\u7edf\u5b9e\u65bd\u4e0e\u786c\u4ef6\u914d\u7f6e\u6210\u672c<\/li>\n
        • \u5458\u5de5\u57f9\u8bad\u4e0e\u4e0a\u7ebf\u652f\u6301<\/li>\n
        • \u540e\u7eed\u7ef4\u62a4\u4e0e\u6280\u672f\u670d\u52a1<\/li>\n<\/ul>\n

          \u6536\u76ca\u4f53\u73b0\u4e3a\uff1a<\/b><\/strong><\/p>\n

            \n
          • \u6d41\u7a0b\u81ea\u52a8\u5316\u5e26\u6765\u7684\u6548\u7387\u63d0\u5347<\/li>\n
          • \u5b9e\u65f6\u5e93\u5b58\u53ef\u89c6\u5316\uff0c\u907f\u514d\u7f3a\u8d27\u6216\u79ef\u538b<\/li>\n
          • \u51c6\u786e\u7387\u63d0\u5347\uff0c\u652f\u6301\u66f4\u79d1\u5b66\u7684\u51b3\u7b56<\/li>\n
          • \u52a0\u901f\u8ba2\u5355\u5c65\u884c\uff0c\u63d0\u5347\u5ba2\u6237\u6ee1\u610f\u5ea6<\/li>\n<\/ul>\n

            \u4e3e\u4e2a\u4f8b\u5b50\uff1a<\/b><\/strong>
            \nWMS \u9879\u76ee\u6210\u672c\u4e3a70\u4e07\u5143\uff0c3 \u5e74\u7d2f\u8ba1\u5e26\u6765 280\u4e07\u5143\u6548\u76ca\u3002
            \nROI = (2.8M – 0.7M) \u00f7 0.7M \u00d7 100% = 300%
            \n\u5373\u6bcf\u6295\u5165\u4e00\u5757\u94b1\uff0c\u4e09\u5e74\u5185\u6536\u56de\u56db\u5757\u3002<\/p>\n

            03<\/span><\/h3>\n

            \u54ea\u4e9b\u884c\u4e1a\u6700\u9002\u5408\u6295\u8d44\u673a\u5668\u4eba\u4e0eWMS\uff1f<\/span><\/h3>\n

            \u4ee5\u4e0b\u884c\u4e1a\u5c24\u4e3a\u9002\u914d\u4ed3\u5e93\u81ea\u52a8\u5316\uff1a<\/p>\n

              \n
            • <\/b>\u7535\u5546\u4e0e\u96f6\u552e\uff1a<\/b><\/strong>\u8ba2\u5355\u788e\u7247\u5316\u3001\u5c65\u5355\u538b\u529b\u5927\u3002
              \n\u4f8b\u5982\uff0c\u4e9a\u9a6c\u900a\u91c7\u7528\u673a\u5668\u4eba\u6280\u672f\u548c\u5148\u8fdb\u7684\u4ed3\u5e93\u7ba1\u7406\u7cfb\u7edf\u6765\u5206\u62e3\u5305\u88f9\u548c\u7ba1\u7406\u5e93\u5b58\uff0c\u4ece\u800c\u5927\u5e45\u7f29\u77ed\u4e86\u914d\u9001\u65f6\u95f4\u3002<\/li>\n
            • <\/b>\u5236\u9020\u4e1a\uff1a<\/b><\/strong>\u81ea\u52a8\u5316\u8fd0\u8f93\u4e0e\u96f6\u90e8\u4ef6\u5904\u7406\u6210\u4e3a\u964d\u672c\u5173\u952e\u3002<\/li>\n
            • <\/b>\u5236\u836f\u884c\u4e1a\uff1a<\/b><\/strong>\u673a\u5668\u4eba\u7cbe\u51c6\u5206\u62e3\u836f\u54c1\uff0cWMS\u5219\u4fdd\u969c\u5408\u89c4\u4e0e\u8ffd\u6eaf\u3002<\/li>\n
            • <\/b>\u98df\u54c1\u996e\u6599\uff1a<\/b><\/strong>\u81ea\u52a8\u5316\u5305\u88c5\u4e0e\u6e29\u63a7\u5b58\u50a8\u5bf9\u9c9c\u54c1\u5c24\u4e3a\u5173\u952e\u3002<\/li>\n
            • <\/b>\u6c7d\u8f66\u884c\u4e1a\uff1a<\/b><\/strong>\u4ece\u8f66\u67b6\u5230\u96f6\u90e8\u4ef6\u7ec4\u88c5\uff0c\u673a\u5668\u4eba\u6548\u7387\u5df2\u9010\u6b65\u8d85\u8d8a\u4eba\u5de5\u3002<\/li>\n
            • <\/b>\u7b2c\u4e09\u65b9\u7269\u6d41\uff083PL\uff09\uff1a<\/b><\/strong>\u4e3a\u591a\u4e2a\u884c\u4e1a\u670d\u52a1\uff0c\u5fc5\u987b\u4f9d\u8d56\u81ea\u52a8\u5316\u4fdd\u8bc1\u89c4\u6a21\u4e0e\u51c6\u786e\u7387\u3002<\/li>\n<\/ul>\n<\/div>
              <\/span><\/div>

              04<\/span><\/h3>\n

              \u6280\u672f\u4e0d\u662f\u76ee\u7684\uff0c\u56de\u62a5\u624d\u662f\u6838\u5fc3<\/span><\/h3>\n

              \u5728 Modula\u6469\u767b\u7eb3\uff0c\u6211\u4eec\u4e0d\u53ea\u4ea4\u4ed8\u6280\u672f\uff0c\u66f4\u5173\u6ce8\u5ba2\u6237\u7684\u6295\u8d44\u56de\u62a5\u3002<\/p>\n

              \u5782\u76f4\u5347\u964d\u6a21\u7ec4\uff08VLM\uff09<\/b><\/strong>
              \n\u9002\u7528\u4e8e\u9ad8\u5929\u82b1\u677f\u4ed3\u5e93\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u5782\u76f4\u5b58\u50a8\u8282\u7701\u7a7a\u95f4\u3002\u642d\u8f7d Copilot \u63a7\u5236\u5668\uff0c\u53d6\u8d27\u64cd\u4f5c\u8f7b\u677e\u4e00\u952e\u5b8c\u6210\u3002\u9009\u914d\u5982\u81ea\u52a8\u95e8\u4e0e\u4f38\u7f29\u6258\u76d8\uff0c\u53ef\u8fdb\u4e00\u6b65\u63d0\u5347\u53d6\u8d27\u6548\u7387\u4e0e\u4eba\u673a\u4f53\u9a8c\u3002<\/p>\n

              Modula WMS:<\/b><\/strong>
              \n\u6211\u4eec\u63d0\u4f9b\u591a\u6b3e\u53ef\u4e0eERP\u3001MRP\u3001WMS\u3001DMS\u7b49\u7cfb\u7edf\u65e0\u7f1d\u5bf9\u63a5\u7684\u8f6f\u4ef6\u65b9\u6848\uff0c\u652f\u6301\u8fdc\u7a0b\u76d1\u63a7\u4e0e\u5206\u6790\uff0c\u786e\u4fdd\u5ba2\u6237\u5728\u8fd0\u8425\u4e2d\u62e5\u6709\u5168\u5c40\u89c6\u89d2\u4e0e\u63a7\u5236\u529b\u3002<\/p>\n<\/div>

              <\/span><\/div>

              \u7ed3\u8bed\uff1a\u81ea\u52a8\u5316\u7684\u610f\u4e49\uff0c\u4e0d\u53ea\u662f\u201c\u7701\u4eba\u201d<\/span><\/h3>\n

              \u4ed3\u50a8\u81ea\u52a8\u5316\u4e0d\u53ea\u662f\u8ffd\u6c42\u5c11\u4eba\u5316\uff0c\u66f4\u662f\u5411\u7740\u201c\u66f4\u7a33\u3001\u66f4\u51c6\u3001\u66f4\u5feb\u201d\u7684\u8fd0\u8425\u76ee\u6807\u8fc8\u8fdb\u3002\u65e0\u8bba\u662f\u4ee5\u673a\u5668\u4eba\u4e3a\u9aa8\u67b6\uff0c\u8fd8\u662f\u4ee5\u7cfb\u7edf\u4e3a\u795e\u7ecf\uff0c\u5927\u8d8b\u52bf\u5df2\u7136\u660e\u6670\uff1a\u667a\u80fd\u4ed3\u50a8\u5c06\u6210\u4e3a\u672a\u6765\u4f01\u4e1a\u7ade\u4e89\u7684\u5206\u6c34\u5cad\u3002<\/p>\n

              \u800c ROI\uff0c\u6b63\u662f\u8fd9\u4e00\u8f6c\u578b\u662f\u5426\u503c\u5f97\u7684\u5173\u952e\u6307\u6807\u3002<\/p>\n

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