Hpaji rawng ai hku galai shai ai lam hta, automated warehousing hparan ladat ni hpe atsawm sha galaw sa wa na matu, rawt jat galu kaba wa ai hpaji masa hte arung arai ni hpe kam hpa ai sha n-ga, yak hkak ai lam ni hpe shayawm lu na matu, manu jahpu hpe shayawm lu na matu, effici system hpe grau kaja hkra galaw lu na matu, masing jahkrat ai, hkrang shapraw ai, galaw ai lam ni hta tatut galaw mai ai ladat ni hpe chye na ra ai. Madung daw ni a hpaji masa ladat ni hpe chye na hkam la lu ai gaw, masing hpe galaw sa wa ai lam hta awng dang ai lam hte bungli galaw ai lam a hkam kaja lam hpe grai shatsaw ya lu ai hpe tatut galaw ai lam ni gaw sakse madun nga ai.
Langai, ra kadawn ai lam hpe hkrak hkrak chye na lu na hte shadawn shadang masat da ai yaw shada lam ni gaw ahkyak dik rai nga ai. Ndai masing a shawng nnan na daw hta, arung arai ni a amyu bawsang, galu kaba ai lam, n-gun, shang wa/shapraw ai lam ni hpe tsep kawp bai maram yu ra ai. Peak hte galai shai nga ai hpaga lam masa ni hte hpawn, n-gun atsam, hkrak ai lam, shara hpe jai lang ai lam zawn re ai madung masat kumla ni hpe asan sha tsun dan ra ai. Data-driven modeling gaw, du na masum ning kaw nna manga ning laman na hpaga lam rawt jat galu kaba wa na masa hpe tau hkrau tsun dan lu ai gaw, arung arai ni hte layout ni a aten garai n du shi yang saturation (sh) idleness hpe pat shingdang lu nna, gumhpraw bang ai hte shapraw ai lam lapran hta bung ai lam hpe kam mai ai.
Lahkawng ngu na hta, n-gun rawng ai arung arai ni hpe lata la ai hte modular configuration galaw ai gaw, n-gun rawng ai lam hpe grau kaja hkra galaw na matu ahkyak ai lam rai nga ai. Stacker crane, shuttle, AGV zawn re ai arung arai amyu myu hta langai hte langai akyu nga ai. Hkum tsup ai hku jep joi ai lam hpe bungli galaw ai radius, lit ra ai lam ni, hte mahtai jaw ai lawan ai lam ni hpe madung tawn nna, scalable hte loi ai-to-maintain model ni hpe ahkyak shatai nna galaw ra ai. Modular shelving hte distributed control architecture gaw, hpaga lam galai shai ai aten hta, n-gun rawng ai lam (sh) arung arai ni hpe lawan ladan jat bang ai (sh) yeng seng kau lu ai, galai shai ai manu hpe shayawm ya lu ai hte galaw sa wa ai aten hpe kadun hkra galaw ya lu ai.
Masum, sung ai hardware hte software ni hpe jawm galaw ai gaw shiga n-gun n rawng ai hpe koi lu ai. Warehouse hparan ladat (WMS) hte Warehouse hkang zing ai ladat (WCS) gaw, interface lachyum shaleng ai lam ni hte bungli galaw ai lam hpe hpaw shalawm ai chyam dinglik ai lam ni hpe aten dep ngut kre hkra galaw ra ai, dai hku nna, inventory data, bungli matsun ni, hte jak rung a masa ni hpe aten dep-htuk manu hkra galaw lu na matu re. Unified coding hte matut mahkai ladat ni hpe jai lang ai gaw, aten masat masa galaw ai ladat ni hpe grau kaja hkra galaw ya lu nna, data latency a majaw byin pru wa ai bungli galaw ai manghkang ni hpe mung shayawm ya lu ai.
Mali ngu na hta, daw hte daw garan nna, parallel jep joi ai lam gaw, hkrit tsang hpa hpe shayawm ya lu ai. Core storage hte retrieval unit ni hpe shawng gawgap nna, ERP zawn re ai nga taw sai system ni hte matut mahkai lam ni hpe gawgap na matu hpaji jaw da ai. Performance benchmarking hte bottleneck hpe jep chyoi ai lam hpe kaji kajaw-chyam dinglik ai lam ni hta galaw ra ai, dai hpang she garan ginhka ai, jep joi ai lam, hte kaga ladat ni de loi loi hte jat wa ai. Ndai ladat gaw, htuk manu ai lam ni hpe aten dep chye na lu nna, yawng hpe hkrak hkrak galai shai lu hkra galaw ya lu ai.
Manga ngu na hta, data-driven matut manoi galaw ai ladat hpe gawgap na. IoT sensing hte visualization platform ni hpe jai lang nna, jak rung bungli galaw ai parameters ni hte bungli galaw ai lam hpe aten dep yu reng na, aten dep makawp maga gram lajang ai lam galaw na, labau hte seng ai data ni hpe jai lang nna scheduling model ni hpe sharin ya na matu, shara garan ai lam hte lam masing hpe n-gun ja ai hku galaw na matu, system a akyu rawng ai lam hte ngang grin ai lam hpe makawp maga na matu. Tsun ga nga yang, ra kadawn ai lam hpe shadawn shadang masat ai, galai shai mai ai hkrang shapraw ai lam, jawm galaw ai hkrang shapraw ai lam, daw hte daw galaw ai lam, hte data ni hpe grau kaja hkra galaw ai lam ni zawn re ai mastering ladat ni gaw, yak hkak ai mabyin masa ni hta ngang kang ai galaw sa wa ai lam hte aten galu- manu shadan ai lam hpe lu la na matu, automated warehousing hparan ladat ni hpe galaw ya lu ai.
