Question: The simulation exercise Hwai undertook pertained to a consumer electronics company ( CEC ) . Prominent among its line of products were 3 2

The simulation exercise Hwai undertook pertained to a consumer electronics company (CEC). Prominent among its line of products were 32" and 42" LCD TV sets (LCD32" and LCD42"). Production of the LCD TV sets was subcontracted to various original design manufacturers (ODMs) located in China and Taiwan. The responsibility of DHL Supply Chain was to ship the LCD TV sets from the ODMs to the distribution centre (DC) located in Shanghai. In the latest contract, the CEC had allocated a budget of CNY 3 billion (Chinese renminbi) for the production and shipping of 920,000 units of LCD42" and 530,000 units of LCD32" TV sets to its DC. Hwai had worked with the CEC to configure the optimal supply chain that would fulfill this order within the CNY 3 billion budget while satisfying various constraints pertaining to economy of scale, production capacity, supplier risk management and service level requirements on the shipping front. At that point, this optimization exercise did not consider the volume of CO2 emissions.
The CEC had a list of seven ODMs to which it could subcontract the production of LCD TV sets according to their availability and prices. ODM1 and ODM2 were the only companies that could produce both LCD32" and LCD42". The remaining five ODMs produced LCD42" exclusively. Their unit production costs are listed in the data sheet (see Exhibit 1). To engender economies of scale in the production, the CEC guaranteed a minimum order of 200,000 to any selected ODMs. Also, to mitigate dependency risk on any ODM, the maximum order for either LCD32" or LCD42" was capped at 600,000 units. ODM1 and ODM2 had high production capacities and, if chosen, they each had the ability to produce 600,000 units of LCD32", as well as 600,000 units of LCD42".
Several transportation modes were available to ship the TV sets from the ODMs to the DC regular air, air express, road, road LTL (less than truckload), road network, rail and water. The distances from the ODMs to the DC and the various shipping rates are tabulated in the data sheet. ODM5 was located near the DC, restricting shipping to road, road LTL and road network. ODM6 was located in Taiwan and shipping could only be conducted via air or water. Across shipping modes, the rates of carbon emission (see data sheet in Exhibit 1) varied greatly from as high as 1.44(regular air or air express) to 0.007(water) kilogram (kg) per ton shipped per kilometer (km) travelled. Each LCD32" weighed about 16.5 kgs and each LCD42" weighed about 22 kgs.
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When ignoring CO2 emissions and just minimising cost, what would be the best sourcing strategy? Formulate and solve the problem (including decision variable, constraint and objective function)
 The simulation exercise Hwai undertook pertained to a consumer electronics company

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