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A study conducted in Europe developed a mathematical model to predict solid waste generation for entire countries. The research is published in an article titled Municipal Solid Waste: A Prediction Methodology for Generation Rate and Composition in the European Union and the United States of America (Daskalopoulos, 1998). The research conducted examines historical data from 1980 through 1993 to determine correlations between United States and European Union MSW and indicator values. In this research the signi cant parameters considered are population and the mean standard of living for each country [as measured by gross domestic product (GDP)]. For this research, models were developed to express the relationship between GDP, population, and MSW, in tons per year for the European Union and the United States. The following equations were developed to describe the relationship for the European and American cases:

The degree of accuracy of these models is determined by the reliability of the published information, which has been provided by international organizations. The models developed can be used to predict the future amount of the MSW generated in a country, provided that gross domestic product and population forecasts are available. Although this research studied waste generation for entire counties, the indictors may also be signi cant for individual companies in terms of sales and number of employees (instead of GDP and population). The model outputs for this study were evaluated with the model outputs for this research. In particular the equations were linearized by taking the logs of both sides (Walpole and Myers, 1993). The results of the linearized equation for America were compared to the results from the model developed for this research. This method is discussed in Chap. 7; it involves validating the system. Contributions of this study were

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Developed quantitative prediction models for solid waste generation. Identi ed the variables that aid in the prediction of solid waste.

To correct the melting, the manager complained to the design engineer The design engineer designed a heat sink to absorb the extra heat Additional heat was absorbed, changing the thermal profile of the board and causing some connections to become unsoldered and displaced The result was a high defect rate The manager directed the process engineer to fix the defects, and the process engineer recommended setting up a repair and rework station The number of good boards increased When these boards were tested, yields were better although some defects were still found The field performance of the boards, however, had degraded as more products failed in the field The warranty cost increased Now, a customer service person or the manager goes to observe the failures in the field The costs of these visits quickly add up As a result, the profits from the entire operation suffer.

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Solid waste generation rates were only determined for entire countries, not individ-

ual companies. The study did not examine waste stream compositions or recycling. This study was useful in that it mathematically predicted solid waste generation quantities. The study used historical data to aid in prediction. The major drawback is that only entire county generation data was studied and no compositions were analyzed. This research identi ed the variables that were signi cant in predicting the solid waste amounts for entire countries. The variables were population and GDP. Applying this to individual company generation quantities, the number of employees, and sales were tested to examine if they were signi cant in predicting generation.

Various waste-assessment methods have been developed to estimate solid waste generation for businesses These methods assess waste, but do not predict or evaluate it Most of these methods lack the versatility and scalability to apply nationally Most of these methods require substantial data collection, before the waste estimation can begin This signi cantly adds to research costs, hence reducing the usefulness of the methods This research overcomes these problems by developing a standardized statistical system that is scalable and versatile The US government developed and researched some of these waste-estimation methods (US Army Corps of Engineers, 1990) For example, the US Army Corps of Engineers developed four forecasting techniques for solid waste service plans at military facilities The four techniques outlined by the Corps provide varying degrees of accuracy The research noted that the more precise an estimate must be, the more it will cost to obtain.

The general manager, who does not know why profitability has decreased, establishes a quality improvement program, hires a consultant, and so on Employees are trained in problem solving, but most of them didn t get much out of it because they could not understand why they were being trained they currently had no problem The program eventually leads to insignificant gains..

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