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[DRAFT] : Prototipe Knowledge Based Decision Support System (KBDSS) dalam Pengembangan Sampel Benang Knowledge Based Decision Support System Prototype in Thread Sample Development. Aries Wachyudi P056120032.41E. Latar Belakang.
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[DRAFT]: PrototipeKnowledge Based Decision Support System (KBDSS) dalamPengembanganSampelBenangKnowledge Based Decision Support System Prototype in Thread Sample Development Aries Wachyudi P056120032.41E
LatarBelakang Pentingnyakesiapandalammemenuhipermintaanpasartekstil yang berkembangpesatmengikutitren fashion. Efisiensipengembanganprodukbaru (NPD – New Product Development) kritikaldalammencapaikeunggulankompetitif. Tekstilmerupakanbisnisberskalabesardengankontrakproduksi yang ketat.
RumusanMasalah Intensifnyapenggunaanbahanbakupadaindustritekstildenganketerbatasansuplaisertabanyaknyafaktor yang mengganggutercapainyaproduction leadtime standard. Denganpengetahuan yang terbatas, seorangCustomer Service dapatgagaldalammembuatkeputusanmengenaiprediksikapansampelbenangdapatditerimakonsumen. Kegagalanpenerimaansampelbenangdapatmenurunkantingkatkepuasandankepercayaankonsumensertahilangnyapeluangbisnisdimasadepan. BagaimanaseorangCustomer Servicememilikiinformasi yang akuratdalammemprediksileadtimeproduksipemesanansampelbenangdengantepat.
TujuanPenelitian MendisainprototipeKnowledge Based Decision Support System dalampenentuanprediksileadtimeproduksisampelbenang. MemberikanguidelinebagiCustomer Service dalammerekomendasikanleadtimeproduksipemesanansampelbenangkepadakonsumen.
SampelBenang Dalamindustritekstil, produksidilakukandalambatchkontrak. Kontrakproduksispesifikterhadapjenisdanwarnabenangtertentu. Risetpreproduksimemerlukansampelbenangyang memenuhisyarat. Jadwalkontrakpengirimansangatketat.
StandarLeadtime Specialty (benangkhusus) Fastrack/ prioritasutama: 2 days Normal: 5 days Apparel (benangpakaian) Fastrack: 1 day Normal: 7 days
Model DSS Rule based reasoning (IF.. THEN) Leadtimeoperasisample development. Fast-track: Apparel, Specialty Standard: Apparel, Specialty Leadtime raw material delay time. Contract based: Import, local Normal Purchase: Import, local Case based reasoning Knowledge refinement bagisetiapsolusibaruuntuk problem berbedasepanjangrantai proses produksi.
KerangkaAturan (Rules) Leadtimeketersediaan material. Contract basedvsnormal purchase. Import vslocal. Raw material: Grey, Chemicals, Dyestuff, MUM. Supporting material: Water. Leadtimeuntukmachine downtime Spare-part availability. Service provider response time. Electricity Generator availability. Ketersediaan operator Riot Outsourcing. Leadtime process setup untukprodukbaru Specialty benangkhusus. Apparel pakaian. Contingency jikaterjadi disaster/ force majeur.
Input DSS Basis data (Database) Product Receipe Stock availability Stock forecasting Basis pengetahuan (Knowledge Base) Service level agreement (SLA) with supplier: days New product setup: days Case based specific product: days
KerangkaKerja DSS Database Knowledge Acquisition Knowledge Base (KB) Inference Engine Software Interface User Interface DSS Shell User
Output DSS Leadtimeprediksi Specialty (benangkhusus) Fastrack/ high priority: ? Days Standard: ? Days Apparel (benanguntukpakaian) Fastrack/ high priority: ? Days Standard priority: ? Days