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Engineering
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What is a feedback control system and why is feedback used?1 / 10
A feedback (closed-loop) control system measures the output, compares it to a desired setpoint, and uses the error to drive an actuator. Feedback compensates for disturbances, plant uncertainty, and model error — making the system robust. Without feedback (open-loop), a single disturbance drives the output away from setpoint indefinitely.
Engineering
Engineering · L4 · Control Systems — Fundamentals & PID
Which statement best describes a design trade-off?
AA mistake the engineer made during testingBGiving up some of one desirable quality to gain more of anotherCA rule set by a government regulatorDThe final price of the finished product
AThe single most expensive task in the projectBThe longest chain of dependent tasks, which sets the shortest possible finish timeCThe first task to start in the projectDAny task that has no dependencies
What problem does the Kalman filter solve, and what are its two governing equations?1 / 8
It recursively estimates the state of a linear system from noisy measurements. Process model: xₖ = Axₖ₋₁ + Buₖ₋₁ + wₖ₋₁ (process noise w ~ N(0,Q)). Measurement model: zₖ = Hxₖ + vₖ (measurement noise v ~ N(0,R)). The filter fuses the model's prediction with each new noisy measurement, weighted by their relative uncertainty.
Engineering
Engineering · L5 · Kalman Filtering & State Estimation
A switch flipped by electricity A transistor is a three-terminal device that acts as a switch, except the thing doing the switching is a small current instead of a finger. That one idea is why every processor, microcontroller and motor driv
Evaporation takes heat with it Turning liquid into gas isn't free. Breaking the attractions holding liquid particles together takes energy, and that energy comes from whatever is nearby: the surface the liquid sits on, and the air around it
Failure without ever overloading anything Until now, failure meant one load big enough to break something. Fatigue is different: load and unload a part repeatedly at a stress that would never break it once, and it breaks anyway. Each cycle
Pressure is what pushes fluid along Water doesn't move through a pipe by itself. Pressure pushes it: how hard the fluid presses on the walls and on anything in its way. Height makes pressure for free A tank up high presses harder at its bot
Every lever has the same three parts The class is decided by one question: which of the three sits in the MIDDLE? Class 1: fulcrum in the middle Class 2: load in the middle Class 3: effort in the middle
Between a solid circular rod and a hollow tube of the same mass and material, which resists bending better?1 / 8
The hollow tube. Removing material from the centre (near the neutral axis) and moving it outward increases bending resistance for the same amount of material.
Why does a hot air balloon rise into the sky?1 / 9
The burner heats the air inside the balloon. Heated air becomes lighter than the cool air outside, so the balloon floats upward — the same way a cork floats up through water.
A motor turns electricity into spinning Give a motor power, from a battery or a wall plug, and its middle part spins round and round. That's the whole job. A fan is a motor plus blades The motor spins, the blades spin with it, and the blade
Engineering
Engineering · L1 · Motors: The Spinning Part Inside
A design that doesn't fit the budget isn't a solution Performance isn't the only test. Whoever is paying has a fixed amount of money, and a brilliant design at twice the budget simply doesn't get built. Cost estimation predicts what a proje
Fixed pulley: direction only It's still worth having. Pulling DOWN using your body weight beats lifting UP with your arms. Movable pulley: force halved Block and tackle: stack the segments Reading MA off a diagram A crane operator at MA = 5