STRATEGIC PLANNING FOR DEMAND FORECASTING, CAPACITY PLANNING, AND ORDER FULFILLMENT TO ENHANCE OPERATIONAL PERFORMANCE AT PT RAS

This study investigates strategies to enhance operational performance at PT Runesha Artha Sejahtera (PT RAS) by addressing inefficiencies in demand forecasting, capacity planning, and order fulfillment. PT RAS, an SME specializing in nanotechnology-based consumer goods, faces challenges in meeting d...

Full description

Saved in:
Bibliographic Details
Main Author: Azzahra, Nafisah
Format: Theses
Language:Indonesia
Subjects:
Online Access:https://digilib.itb.ac.id/gdl/view/86975
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:86975
spelling id-itb.:869752025-01-08T14:24:29ZSTRATEGIC PLANNING FOR DEMAND FORECASTING, CAPACITY PLANNING, AND ORDER FULFILLMENT TO ENHANCE OPERATIONAL PERFORMANCE AT PT RAS Azzahra, Nafisah Manajemen umum Indonesia Theses time series forecasting, master production schedule, rough-cut capacity planning, order fulfillment INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/86975 This study investigates strategies to enhance operational performance at PT Runesha Artha Sejahtera (PT RAS) by addressing inefficiencies in demand forecasting, capacity planning, and order fulfillment. PT RAS, an SME specializing in nanotechnology-based consumer goods, faces challenges in meeting demand due to reactive production strategies and resource constraints. Using historical sales data, this research evaluates five forecasting methods: moving average, single exponential smoothing, double exponential smoothing, linear trend line analysis, and time series decomposition to develop accurate demand predictions. For capacity planning, the Level Production method is employed for the Master Production Schedule (MPS), while Capacity Bills are utilized in Rough-Cut Capacity Planning (RCCP) to align resources with projected production needs. The integration of these strategies not only optimizes resource allocation but also ensures a proactive approach to production planning. By synchronizing demand forecasts with production capabilities, PT RAS can prevent bottlenecks, reduce delays, and maintain consistent order fulfillment performance. This approach ensures the company can fulfill customer orders on time by maintaining sufficient production capacity to meet varying demand levels. The findings demonstrate significant improvements in operational efficiency, production scheduling, and customer satisfaction. Moreover, this research directly addresses order fulfillment challenges by creating a structured framework that balances demand variability with resource availability. Recommendations emphasize the adoption of advanced forecasting models, streamlined production processes, and enhanced resource allocation strategies to support sustained business growth and competitiveness. This research contributes to SME operations management literature by addressing demand variability and capacity constraints in dynamic market conditions. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
topic Manajemen umum
spellingShingle Manajemen umum
Azzahra, Nafisah
STRATEGIC PLANNING FOR DEMAND FORECASTING, CAPACITY PLANNING, AND ORDER FULFILLMENT TO ENHANCE OPERATIONAL PERFORMANCE AT PT RAS
description This study investigates strategies to enhance operational performance at PT Runesha Artha Sejahtera (PT RAS) by addressing inefficiencies in demand forecasting, capacity planning, and order fulfillment. PT RAS, an SME specializing in nanotechnology-based consumer goods, faces challenges in meeting demand due to reactive production strategies and resource constraints. Using historical sales data, this research evaluates five forecasting methods: moving average, single exponential smoothing, double exponential smoothing, linear trend line analysis, and time series decomposition to develop accurate demand predictions. For capacity planning, the Level Production method is employed for the Master Production Schedule (MPS), while Capacity Bills are utilized in Rough-Cut Capacity Planning (RCCP) to align resources with projected production needs. The integration of these strategies not only optimizes resource allocation but also ensures a proactive approach to production planning. By synchronizing demand forecasts with production capabilities, PT RAS can prevent bottlenecks, reduce delays, and maintain consistent order fulfillment performance. This approach ensures the company can fulfill customer orders on time by maintaining sufficient production capacity to meet varying demand levels. The findings demonstrate significant improvements in operational efficiency, production scheduling, and customer satisfaction. Moreover, this research directly addresses order fulfillment challenges by creating a structured framework that balances demand variability with resource availability. Recommendations emphasize the adoption of advanced forecasting models, streamlined production processes, and enhanced resource allocation strategies to support sustained business growth and competitiveness. This research contributes to SME operations management literature by addressing demand variability and capacity constraints in dynamic market conditions.
format Theses
author Azzahra, Nafisah
author_facet Azzahra, Nafisah
author_sort Azzahra, Nafisah
title STRATEGIC PLANNING FOR DEMAND FORECASTING, CAPACITY PLANNING, AND ORDER FULFILLMENT TO ENHANCE OPERATIONAL PERFORMANCE AT PT RAS
title_short STRATEGIC PLANNING FOR DEMAND FORECASTING, CAPACITY PLANNING, AND ORDER FULFILLMENT TO ENHANCE OPERATIONAL PERFORMANCE AT PT RAS
title_full STRATEGIC PLANNING FOR DEMAND FORECASTING, CAPACITY PLANNING, AND ORDER FULFILLMENT TO ENHANCE OPERATIONAL PERFORMANCE AT PT RAS
title_fullStr STRATEGIC PLANNING FOR DEMAND FORECASTING, CAPACITY PLANNING, AND ORDER FULFILLMENT TO ENHANCE OPERATIONAL PERFORMANCE AT PT RAS
title_full_unstemmed STRATEGIC PLANNING FOR DEMAND FORECASTING, CAPACITY PLANNING, AND ORDER FULFILLMENT TO ENHANCE OPERATIONAL PERFORMANCE AT PT RAS
title_sort strategic planning for demand forecasting, capacity planning, and order fulfillment to enhance operational performance at pt ras
url https://digilib.itb.ac.id/gdl/view/86975
_version_ 1822011225502908416