Probabilistic assessment of loss in revenue generation in demand-driven production

In Demand-driven Production with Just-in-Time inputs, there are several sources of uncertainty which impact on the manufacturer’s ability to meet the required customer’s demand within the given time frame. This can result in a loss of revenue and customers, which will have undesirable impacts on the...

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Main Authors: Hussain, Omar, Dillon, Tharam, Hussain, Farookh Khadeer, Chang, Elizabeth
Format: Journal Article
Published: Chapman & Hall 2011
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/20583
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author Hussain, Omar
Dillon, Tharam
Hussain, Farookh Khadeer
Chang, Elizabeth
author_facet Hussain, Omar
Dillon, Tharam
Hussain, Farookh Khadeer
Chang, Elizabeth
author_sort Hussain, Omar
building Curtin Institutional Repository
collection Online Access
description In Demand-driven Production with Just-in-Time inputs, there are several sources of uncertainty which impact on the manufacturer’s ability to meet the required customer’s demand within the given time frame. This can result in a loss of revenue and customers, which will have undesirable impacts on the financial aspects and on the viability of the manufacturer. Hence, a key concern for manufacturers in just-in-time production is to determine whether they can meet a specific level of demand within a given time frame, to meet the customers’ orders and also to achieve the required revenue target for that period of time. In this paper, we propose a methodology by which a manufacturer can ascertain the probability of not meeting the required demand within a given period by considering the uncertainties in the availability of production units and raw materials, and the loss of financial revenue that it would experience as a result.
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spelling curtin-20.500.11937-205832017-09-13T16:09:10Z Probabilistic assessment of loss in revenue generation in demand-driven production Hussain, Omar Dillon, Tharam Hussain, Farookh Khadeer Chang, Elizabeth Uncertainty Outage levels Expected demand Production units Just in time In Demand-driven Production with Just-in-Time inputs, there are several sources of uncertainty which impact on the manufacturer’s ability to meet the required customer’s demand within the given time frame. This can result in a loss of revenue and customers, which will have undesirable impacts on the financial aspects and on the viability of the manufacturer. Hence, a key concern for manufacturers in just-in-time production is to determine whether they can meet a specific level of demand within a given time frame, to meet the customers’ orders and also to achieve the required revenue target for that period of time. In this paper, we propose a methodology by which a manufacturer can ascertain the probability of not meeting the required demand within a given period by considering the uncertainties in the availability of production units and raw materials, and the loss of financial revenue that it would experience as a result. 2011 Journal Article http://hdl.handle.net/20.500.11937/20583 10.1007/s10845-011-0518-4 Chapman & Hall restricted
spellingShingle Uncertainty
Outage levels
Expected demand
Production units
Just in time
Hussain, Omar
Dillon, Tharam
Hussain, Farookh Khadeer
Chang, Elizabeth
Probabilistic assessment of loss in revenue generation in demand-driven production
title Probabilistic assessment of loss in revenue generation in demand-driven production
title_full Probabilistic assessment of loss in revenue generation in demand-driven production
title_fullStr Probabilistic assessment of loss in revenue generation in demand-driven production
title_full_unstemmed Probabilistic assessment of loss in revenue generation in demand-driven production
title_short Probabilistic assessment of loss in revenue generation in demand-driven production
title_sort probabilistic assessment of loss in revenue generation in demand-driven production
topic Uncertainty
Outage levels
Expected demand
Production units
Just in time
url http://hdl.handle.net/20.500.11937/20583