Poster ID 31 Design Mason Chen, Timothy Liu, and Jason Li

© IEOM Society International 1 Define Project

• Project Objective: – Study Continuous Track Design – Apply Minitab Statistics • Project Scope: – Play Hill Climb Racing Video Game – Use Mountain Stage and Assess Five Cars • Project Hypotheses: – Any significant Player Dependency (Reproducibility) – Continuous Track Design better than Design?

© IEOM Society International 2 Introduce Continuous Track Technology

• Continuous track, also called tread or caterpillar track, is a system of propulsion in which a continuous band of treads or track plates is driven by two or more . • The large surface area of the tracks distributes the weight of the vehicle, enabling a continuous tracked vehicle to traverse soft ground with less likelihood of becoming stuck due to sinking.

https://en.wikipedia.org/wiki/Continuous_track

© IEOM Society International 3 Compare Wheel vs. Continuous Track

Advantages of Wheel Design Advantages of Continuous Track • Lower Production Costs Design • Higher Maneuverability • Higher Power Efficiency • Lighter Weight • Higher Traction/Friction • Design Simplicity • Moving on Rough Terrain • More Material Selection • Less Ground Impact/Damage • Weight Growth Potential Disadvantages of Wheel Design Disadvantages of Continuous • Drive over Obstacles Track Design • Lower Speed • Less Maneuverability • Easier Track Broken • Shorter Life Cycle • Difficult to Repair https://www.intorobotics.com/wheels-vs-continuous-tracks-advantages-disadvantages/

© IEOM Society International 4 Mountain Stage Challenges (Peak Modulation Profile, Hill Slope) (Engine Power, Tire Size/Traction, 4WD, Suspension)

© IEOM Society International 5 Design Experimental Study

• Measurement System Analysis • Failure Mode Analysis • Select and Compare Five Best Cars – Wheel Design: Hot Rod with Bigger Tire Size, and Moon Lander with Lifting Feature – Continuous Track Design: Tank (heavier), Super Offroad (lighter), and Hovercraft (larger contact area) • Upgrade Car and Build Regression Model – Identify which wheel/track design has more potential to overcome Mountain Stage Challenges

© IEOM Society International 6 Select Five Cars for Mountain Stage

© IEOM Society International 7 Measurement System Analysis I (Repeatability)

• Repeatability: run the same car on the same Mountain Stage for 10 Times: ensure player is well trained and who can repeat the same measurement • Result: the distribution IQR= 168, Standard deviation= 120 due to two failure modes observed. Repeatability is acceptable.

© IEOM Society International 8 Measurement System Analysis II (Reproducibility) three Players and check whether three players can reproduce the similar score distribution. • Three Players (Player C, Player J, and Player M) demonstrated similar score pattern (no reproducibility concern)

© IEOM Society International 9 Scatterplot of Car Upgrade

Two Cars with Continuous Track Design (Track, Super Offroad) showed higher upgrade potential on the Mountain Stage © IEOM Society International 10 Build Regression Model

Tank Regression Model has shown Slope= 29.95 (Highly Upgrading Potential) and R-Square= 97.4% (Highly Accurate Model)

© IEOM Society International 11 Results: Compare Regression Models

• Continuous Track Design has shown a higher potential than Wheel Design to run over the modulated peaks • Heavier Continuous Track Tank has a better prediction (97.4%), though Lighter Super Off-Road has a better Potential Slope • Even with Bigger Tire Size, Hot Rod still could not survive on the highly modulated Mountain Stage

© IEOM Society International 12 About Super Off-Road

Pros: • It's very fast • Can reach long distances • Can climb tall hills • Stay more often on the ground than in the air

Cons: • It's very easy to lose the spoiler • When you lose the spoiler, it's difficult to drive • Can't make any flips unless you lose a spoiler • Fuel runs pretty quickly (within 47sec) http://neckflip.wixsite.com/hillclimbracing/super-offroad © IEOM Society International 13 Conclusions

• Conducted Measurement System Analysis: passed both repeatability and reproducibility • Designed a successful experiment to study the Car Upgrade Potential among five different cars • Demonstrated the Advantages of Continuous Track Design over the Wheel Design on the Mountain Stage

Future Work

• Further Study the Track Design Upgrade Technologies: Engine, Suspension, Tire, Fuel, and Downforce

© IEOM Society International 14