Forecasting | Essay Paper



Forecasting (10 Marks)

Two years ago, Matrix Company moved from just making audio systems to also producing television sets. Matrix makes three different models: Mini, Medium, and large.While Matrix is pleased with the growing sales for all three models (see the following tables), the numbers present James Young, the production manager, with a
dilemma. James knows that the current manufacturing work cell is capable of producing only 2,700 TV sets per month, and total sales seem to be rapidly approaching that
number. James’s team has told him it will take at least three months to plan for and implement an expanded work cell. You can get the data from the spreadsheet1. Develop a quantitative forecast model for James till the end of the year. Which modelling technique did you choose, and why? What are the assumptions behind your
model?  2. According to your model, when will Matrix need to have the expanded work cell up and running? What are the implications for when James should start the expansion
effort?3. Now suppose that over lunch the marketing vice president says to James: We’re feeling a lot of heat from Chinese manufacturers who are offering very similar TVs to ours, but at significantly lower prices. The legal department is working on
a patent infringement case, but if we can’t block these TVs from entering the market, I expect to see our sales flatten, and maybe even fall, over the rest of the
year.What questions should James ask? How would the answers to these questions affect the forecast? Does it still make sense to use quantitative forecasting under these circumstances? Why?Case Study 2: Sales and Operations Planning (15 Marks)Thomas Cope, located in Bolton is a manufacturer of stainless steel exhaust hoods. Thomas Cope is in the middle of the demand and supply planning exercise for the
coming year. Anticipated monthly demand from distributors over the 12 months can be obtained by entering the last three digits of your student number in the attached
spreadsheet.Capacity at Thomas Cope is governed by the number of machine operator it hires. The firm works 20 days a month, with a regular operating shift of eight hours per day.
Any time beyond that is considered overtime. Regular time pay is £15 per hour and overtime is £22 per hour. Overtime is limited to 20 hours per month per employee. The
plant currently has 250 employees. Each hood requires two hours of labour input. It costs £3 to carry a exhausthood in inventory for a month. Materials cost per
exhaust hood is £40. The hoods are sold to distributors at a price of £125 each. We assume that no stockouts are allowed and the starting inventory entering January is
5000 units and the desired ending inventory in December is also 5,000 units.Market research has indicated that a promotion dropping prices by 1% in a given month will increase sales in that month by 20% and bring forward 10% demand from each
of the following two months. Thus a 1% drop in price in March increases sales in March by 3000 (=.02*15,000) and shifts 1,800 (=.1*18,000) units in demand from April
and 2,500 (=.1*25,000) units from May forward to March.a. What is the optimal (Use excel solver to find this) production cost for the year if we assume no promotion and keep the production constant? What is the annual
profit from this plan? What is the cost of this plan?b. Is it better to promote in April or July? How much increase in profit can be achieved as a result?c. If hoods are sold for £250 instead of £125, does the decision about the timing of the promotion change? Why?Assume that Thomas Cope can alter the headcount by firing or hiring. Hiring a new employee incurs a cost of £1000, firing an employee incurs a cost of £2000a. What would be the total production cost for the year if we assume no promotion? What is the annual profit with this plan? What is the cost of this plan?b. Is it better to promote in April or July? How much increase in profit can be achieved as a result?c. If the holding cost for hood increases from £3 per month to £5 per month, does the decision of the timing of promotion change? Why?

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