For Math Stat Genius only

Statistical Process Control Analysis

Control Charts were created for each individual step within the process. The control charts plot the data from 2016 for only Phone B. According to Cachon and Terwiesch (2017) any data point that lies outside of the upper and lower control limits are considered statistically unlikely, and thus the need to probe the probable cause. Worth noting, zeros are used as lower control limits if after computation of the lower control limit the value is negative; this is because in a manufacturing negatives are impossible in the process. From the control charts for each step given below, it clearly the data points in each step falls between the upper control limit.

Figure 1: Step 1 Control Chart

Figure 2: Step 2 Control Chart

Figure 3: Step 3 Control Chart

Figure 4: Step 4a Control Chart

Figure 5: Step 4b Control Chart

Figure 6: Step 5 Control Chart

Figure 7: Step 6 Control Chart

Figure 8: Step 6 Delay Control Chart

Figure 9: Step 7 Control Chart

Lean process evaluation

The rationale of lean process evaluation is to produce improved products and services depending on what customers want besides eliminating wasteful practices and enhancing efficiency (Acharyaa, 2011). It acts as tool for cost reduction, and enhancing customer satisfaction thus boosting the overall profitability of a manufacturing firm. Typically, the process results to added importance for consumers at less cost. The Phone4U manufacturing plant recognizes the consumers’ worth and therefore incorporate comprehensive planning and ensures total commitment from its workforce. Additionally, Phone4U aims to make available flawless products and services to the consumers through a seamless procedural value- manufacturing practices that characterized with zero waste. To achieve this, Phone4U manufacturing plant should eliminate wastage within its entire process and devise simpler manufacturing process or system. From the analysis conducted, it recommends the removal of rework step 2 and rework 5, as well as the custom or standard case process which increases the delay time at step 6. This course of action lessens the time taken to manufacture phones, and the capital.

Recommendations

One of the recommendations is to eliminate non-value adding steps in the manufacturing process, as much as possible. The non-value-added activities leads to inefficiencies and do not align with the principles that improve the services and products in regard to what customers want and value (Acharyaa, 2011, p. 358). Phone4U plant should simpler and streamlined manufacturing process to produce products that are consistent and meets the customers demand. The manufacturing plant should also continuously improve its entire practices as well as employ metrics to measure the effectiveness of improvements. (Acharyaa, 2011, p. 358).

After elimination of wastages in the system, more effort may be diverted on creating value to the customer. The result would be higher demand for Phone B. The previous projected forecast for the next three years, table below shown, reflects the growth in demand.

References

Acharyaa, T. K. (2011). Material Handling and Process Improvement Using Lean Manufacturing Principles. International Journal of Industrial Engineering, 18(7), 357–368.

Cachon, G., & Terwiesch, C. (2017). Operations Management (1st ed.). New York, NY: McGraw-Hill.

Step 4a Control Chart

Step # 4a 3 4 5 7 6 4 5 6 2 4 5 4 3 6 4 7 2 6 6 5 7 6 2 6 7 7 7 5 4 3 5 2 2 3 5 3 7 7 2 6 4 2 Mean 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4. 666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 4.666666666666667 UCL 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.911873537892 1698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 9.9118735378921698 LCL 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

Hours

Step 4b Control Chart

Step # 4b 2 2 2 2 1 2 1 1 1 1 1 1 2 1 1 2 2 1 1 2 2 1 2 1 1 1 2 2 2 1 1 1 2 1 2 1 2 2 2 2 1 2 Mean 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 1.5 UCL 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 3.0181824820424219 LCL -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.818248 2042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2 -1.8182482042421899E-2

Hours

Step 5 Control Chart

Step # 5 28 36 28 29 40 34 27 28 34 26 21 26 20 26 23 25 25 34 24 39 28 23 25 31 23 26 37 38 23 26 20 24 33 26 40 30 36 38 37 24 34 32 Mean 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.2 14285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 29.214285714285715 UCL 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 46.826395501299466 LCL 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.60 2175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965 11.602175927271965

Minuets

Step 6 Control Chart

Step # 6 (Days) 2 2 2 6 6 2 5 6 3 6 4 4 4 5 3 4 6 5 3 6 2 3 6 2 5 5 5 5 6 6 6 3 6 6 4 3 5 2 5 5 6 3 Mean 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 4.3571428571428568 UCL 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 8.8423100489737188 LCL -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800 611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611 -0.12802433468800611

Days

Step 6 Delay Control Chart

Step # 6 Delay 2 2 1 2 3 3 0 0 1 2 1 3 1 2 0 3 1 1 3 2 1 0 2 0 3 2 2 2 0 2 0 3 3 0 2 2 1 2 2 0 2 1 Mean 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 1.5476190476190477 UCL 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 4.6696995654119311 LCL -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836 -1.574461470173836

Days

Step 7 Control Chart

Step # 7 6 2 5 4 6 5 5 5 2 5 2 2 4 5 3 2 2 2 2 5 4 2 5 5 6 3 6 4 4 2 4 2 2 2 6 5 3 4 4 3 4 5 Mean 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 3.7857142857142856 UCL 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 8.1070816651295736 LCL 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

Hours

Step 1 Control Chart

Step # 1 3 7 6 12 9 5 6 9 3 9 8 2 5 11 9 8 10 6 2 6 7 8 9 3 6 5 10 7 12 10 7 8 10 9 7 9 8 3 8 3 6 4 Mean 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 7.0238095238095237 UCL 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 15.043276257320889 LCL 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

Hours

Step 2 Control Chart

Step # 2 8 8 8 8 7 3 3 3 4 3 7 8 7 6 6 4 3 7 3 5 3 8 6 7 6 8 3 7 8 3 5 7 8 6 4 7 7 8 5 7 5 6 Mean 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.83 3333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 5.833333333333333 UCL 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 11.491265386827013 LCL 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359 0.17540127983965359

Days

Step 3 Control Chart

Step # 3 6 3 3 6 6 5 6 5 3 6 3 3 4 5 6 5 4 5 3 3 3 6 3 3 3 6 6 3 5 6 3 5 3 6 6 3 5 5 3 6 5 5 Mean 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 4.5 UCL 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.37770362016666 5 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 8.377703620166665 LCL 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497 0.62229637983333497

Hours