Supply chain shingjawng ai lam grau grau sawng wa ai hte lawan ladan galai shai wa ai gat lawk ra kadawn ai lam ni a masa hta, warehousing gaw, galaw shapraw ai lam hte garan gachyan ai lam hpe matut mahkai ya ai ahkyak ai shara langai hku nna, company langai a mahtai jaw ai lam hte gat lawk shingjawng ai lam hpe shi a bungli galaw ai atsam hku nna hkrak hkrak hkra machyi shangun nga ai. Automated warehousing hparan ladat ni gaw, hpaji rawng ai arung arai ni hte digital hpaji masa ni hpe hpawng de ai hku nna, htunghking warehousing a shara shadawn sharam, n-gun n-gun n-nga ai lam ni, manu jahpu ni hpe hkrang shapraw ai hku nna jahten kau ya nga ai, dai ni na aten na logistics system ni hpe gram lajang na matu madung madi shadaw ai lam tai wa sai.
Htunghking hku na sutdek gaw lata hte galaw ai bungli ni hpe kam hpa nga ai, madung hku nna shara n law ai, garan ginhka ai hta shut ai lam law ai, order hpe htai ya ai lam hta aten galu ai majaw, amyu myu arung arai ni, batch kaji ni, hte law law lang garan gachyan ai lam ni a majaw, dai ni na aten na garan gachyan ai lam a ra kadawn ai lam ni hpe hkap la na matu yak hkak nga ai. Hpaji rawng ai sutdek ni hpe shinggyin tawn ai ladat ni hpe "hpaji rawng ai hardware + digital systems" ngu ai madung htingnu gawgap ai lam a grup yin hta gawgap da ai: lawu na layer gaw, tinang hkrai shinggyin tawn da ai hte shinggyin la lu ai ladat (AS/RS), stacker crane ni, AGVs (Automated Guided Vehicles), hte kaga n-gun rawng ai arung arai ni hpe n-gun rawng hkra galaw lu na matu kam hpa nga ai. arung arai ni; npu na layer gaw, Warehouse Management System (WMS) hte Warehouse Control System (WCS) ni jawm galaw ai hku nna, n-gun ja ai arung arai ni hpe hparan ai lam, hpaji rawng ai hku hkan sa ai lam ni hpe sawk sagawn ai lam, bungli galaw ai lam hpe grau kaja hkra galaw ai lam ni hpe ngut kre hkra galaw ya nna, "hkam la ai lam-dawdan ai lam-hpe galaw ai lam hpe pat da ai n-gun hpe hpaw ya ai. Ndai masa gaw lamu ga jai lang ai lam hpe 3-5 lang jat ya ai sha n-ga, bungli galaw ai lam hpe 99.9% jan hkrak hkra galaw ya lu ai majaw, masha n-gun hte bungli galaw ai manu hpe kam hpa ai lam hpe grai shayawm ya lu ai.
Shi a galai shai chye ai lam gaw grau nna dan dawng nga ai. Modular design gaw -demand hku nna arung arai ni hte shinggyin tawn da ai atsam hpe jat wa hkra madi shadaw ya ai, AI algorithms ni gaw order masa ni hpe madung tawn nna, shinggyin tawn da ai shara ni hte bungli galaw ai arung arai ni hpe n-gun ja ai hku gram lajang nna, e-commerce n-gun jaw ai lam ni hte aten ladaw galai shai ai lam ni zawn re ai peak scenario ni hpe hparan lu ai. Dai hte maren, IoT hte digital twin hpaji masa ni gaw, -process hpe hkum tsup ai hku yu maram lu ai, jak rung a anomalies ni hte process bottlenecks ni hpe hkrak hkrak mu lu ai, bungli galaw ai lam hpe 20%-30% jat wa shangun ai, matut manoi hte ngang grin ai system bungli galaw lu ai.
Ya aten hta, automated warehousing gaw e-commerce hte dut mari ai lam kaw nna, galaw shapraw ai lam, tsi mawan, cold chain logistics, hte kaga lam ni de jat wa nna, hkam sharang lu ai garan gachyan ai lam ni hpe gawgap ai hpaga hpung ni a matu madung daw langai byin wa sai. Lamu ga hte bungli galaw masha ni a manu rawt jat wa ai a dip sha ai lam npu hta, dai gaw, akyu rawng ai arung arai langai sha n-ga, hpaga hpung ni a matu shingjawng ai lam hta akyu lu la na matu, zai ladat lata la ai lam langai mung rai nga ai. 5G hte jak rung shingran zawn re ai hpaji masa ni grau sung wa ai hte maren, htawm hpang na automated warehousing gaw, "tinang hkum tinang-sharin hkam la ai hte tinang hkum tinang-dawdan ai lam- galaw ai hpaji rawng ai hkrang de rawt jat wa na re, dai gaw, dai ni na aten na n-gun ja ai logistics a matu madi shadaw ai lam ni hpe matut manoi shapraw ya na re.
