E-commerce hta n-gun ja ai hku rawt jat wa ai, garan ginhka ai order ni, aten dep galaw na matu matut manoi jat wa ai htuk sha ai ni a shingdu labau hta, sutdek hte shinggyin la ai lam a akyu rawng ai lam hte hkrak ai lam gaw, garan gachyan ai lam hpe pat shingdang ai madung lam ni tai wa sai. Hpaji rawng ai sutdek ni a madung subsystem langai hku nna, tinang hkrai shinggyin la lu ai ladat ni gaw hpaji rawng ai arung arai ni, hkam sha lu ai hpaji masa ni, software algorithm ni hpe hpawng de nna, htunghking hku lata hte galaw ai "masha-to-arung arai" hkrang hpe hkrak tup hkrak re ai "arung arai{7}}to{{{5}der}masha,{{{5}der}masha,{-der") hkrang de gram lajang ya ai. dai ni na aten na logistics system ni a akyu hpe grai jat wa shangun ai.
Automated picking system ni a madung gaw, hpaji masa hku nna, order galaw da ai arung arai ni hpe lata hte lata la na matu galai shai na (sh) karum ya na matu re. Shanhte a madung htingnu gawgap ai lam hta hardware galaw ai layer, software dawdan ai lam-layer, data hte matut mahkai ai lam ni lawm ai. Hardware layer hta hpaji rawng ai shinggyin la ai arung arai amyu myu hpe shinggrup da ai: AGV (Automated Guided Vehicles) ni hte hpawng de da ai "Arung arai-to-masha" bungli shara ni gaw, shinggyin la ai wa hpang de, arung arai hpring ai case (sh) bin ni hpe hkrak htaw sa lu ai; shuttle hte elevator ni hte matut mahkai da ai multi-level bin warehouse ni gaw, bra ayai nga ai arai kaji ni hpe law law lang tawn da lu nna, lawan ladan bai la wa lu ai; sorting robots (Delta robots hte SCARA robots zawn re ai ni) gaw, n bung ai hkrang (sh) n-gun n law ai arai ni hpe hkrak hkrak hkam la lu na matu, myi hte mu lu ai hpe chye na ai lam hte robot lata ni hpe jawm galaw ai lam ni hpe jai lang ai; dai hta n-ga, n bung ai arung arai amyu myu hte bungli galaw ai masa ni hpe hkan nna gram lajang da ai, electronic tag-assisted picking (DPS), hte kaga jak ni mung nga ai. Software dawdan ai lam-making layer gaw, Warehouse Management System (WMS) hte Picking Control System (PCS) hpe madung tawn nna, order hpe sawk sagawn ai, bungli hpe garan ginhka ai, lam hpe grau kaja hkra galaw ai, hte arung arai ni hpe masat da ai lit ni hpe gun hpai nna, law law-device ni jawm galaw ai npu hta, hkrak hkrak bungli galaw lu na matu lit la nga ai. Data interaction layer gaw barcode, RFID, hte machine vision zawn re ai hpaji masa ni hpe jai lang nna, arung arai hte jak rung ni a masa hte seng nna, aten dep shiga ni hpe shinggyin la lu ai, dawdan ai lam-layer a matu hkrak ai data madi shadaw ai lam hpe jaw ya ai.
Htunghking hku lata hte hkai ai hte shingdaw yu yang, tinang hkrai hkai ai ladat gaw madung lam masum hta akyu nga ai: Langai, bungli galaw ai lam hpe grai jat wa shangun ai. Bungli galaw ai shara langai a "goods-to-person" mode gaw, shinggyin la lu ai atsam hpe 3-5 lang jat ya lu ai, hkying hkum mi hta wan hku law ai arung arai ni hpe hparan lu ai garan ginhka ai robot ni hte, order hpring tsup ai aten hpe grai kadun hkra galaw ya lu ai. Lahkawng, hkrak hkrak re ai hpe kam mai ai. Hkrang hku nna jep joi ai lam hte system shut ai lam- hpe jep chyoi ai ladat ni hku nna, lata hte galaw ai shut ai lam hpe 0.5%-1% kaw nna 0.01% a lawu de shayawm lu nna, -dut shabra ngut ai hpang na manu jahpu hpe grai shayawm ya lu ai. Masum, galai shai chye ai atsam. Modular arung arai ni hpe kayau kaya hpaw nna, bai gram lajang mai ai software logic ni gaw, e-commerce hpe ndau shabra ai aten hta, shani shagu wan hku law ai peak order ni hpe hparan lu shangun ai, dai hta n-ga, galaw shapraw ai bungli hta ra kadawn ai lam amyu myu, kaji kajaw raw material ni hpe shinggyin la lu shangun ai.
Ya aten hta, e-dut masa, dut mari, tsi mawan, 3C galaw shapraw ai lam ni hta, tinang hkrai hkai shatut ai ladat hpe grai lang nga ai. Tsi hpaga lam hta, shanhte gaw tsi mawan htum ai aten hpe hkangzing ai lam hte GSP hpe hkan tam lu na matu ra kadawn ai lam ni hpe hkan sa lu ai; 3C ginra hta, shanhte gaw hkrak tup ai arung arai ni a anti-static hte hkra machyi ai lam-makawp maga ai picking ra kadawn ai lam ni hpe hparan ya lu ai. AI hpe mu lu ai hku chye na ai lam, n-gun hpe hkang lu ai hkam sha lam, hte digital twin hpaji masa ni hpe hpawng de ai hte rau, ndai masa gaw "tinang hkrai sharin hkam la ai lam hte shamu shamawt ai lam hpe grau kaja hkra galaw ai lam" de rawt jat wa nga ai. Ga shadawn, labau hte seng ai matsun ni hte sharin hkam la ai hku nna, sutdek layout hpe grau kaja hkra galaw ya ai, shing nrai, digital twins hpe lang nna, peak scenarios npu hta arung arai ni hpe shingdaw nna, system a htuk manu ai lam hpe grau nna jat ya ai.
Hpaji rawng ai sutdek a "central nervous system" hku nna, automated picking system ni gaw sutdek bungli hpe bai gram lajang ya ai sha n-ga, hpaga hpung ni a matu gat lawk n teng n man ai lam ni hpe hkam sharang lu na matu hte customer ni a mahkrum madup hpe grau kaja hkra galaw lu na matu, dai ni na aten na logistics hpe grau kaja ai, hkrak ai, hte n-gun rawng ai de matut manoi woi sa wa ai.
