For two decades, I've specified, integrated, and cursed proximity sensors in environments ranging from automated foundries to offshore rigs. Forget the datasheet platitudes. Here's what you won't find in the glossy brochures.
Experience Correction: The Gritty Reality vs. Theoretical Specs
The advertised sensing distance is a laboratory fantasy. In practice, metallic dust, coolant mist, or even high ambient humidity can reduce effective range by 30-50%. I've seen inductive sensors rated for 15mm fail to reliably detect a target at 8mm in a machining cell saturated with iron particles. The culprit is the formation of a semi-conductive film on the face, capacitively coupling the sensor to ground. The fix isn't a "more robust" sensor; it's aggressive air purge or physical redesign to avoid accumulation. Similarly, the "operating temperature" range assumes gradual thermal change. Rapid thermal cycling—common in welding stations or die-casting—induces mechanical stress on epoxy-potted electronics and can crack internal bonds, leading to intermittent failure long before the mean time between failures (MTBF) prediction. Your reliability data is invalid.
Boundary Conditions: When to Walk Away

Proximity sensors are not universal detectives. Knowing their failure modes is critical.
1. Non-Ferrous Metals at Speed: Standard inductive sensors struggle with aluminum or copper, especially in high-speed counting applications. The eddy currents generated are weaker, requiring a drastically reduced sensing gap. A target moving at >2 m/s may not be detected at all due to the sensor's inherent switching frequency limitation (often 0.5-2 kHz). For counting brass fittings on a high-speed conveyor, you need a specialized, high-frequency factor-1 sensor, and even then, expect a 5-10% miss rate without meticulous tuning.
2. The "Dead Zone" of Capacitive Sensors: Hailed for detecting non-metals, capacitive sensors are notoriously unstable near conductive but variable materials. Trying to sense the fill level of wet, foamy detergent in a tank is a recipe for false triggers. The dielectric constant changes with foam density and air inclusion, causing the sensor to oscillate. In such dynamic dielectric environments, they are unusable.

3. Strong DC Magnetic Fields: Hall-effect and magnetostrictive sensors will catastrophically fail or give wildly erroneous readings near powerful DC magnets (e.g., in magnetic separation systems). The external field swamps the sensor's internal reference. In these zones, use purely mechanical or optical methods.
Counter-Intuitive Conclusions: Data That Defies Dogma
1. A "Less Sensitive" Sensor is Often More Reliable: In a dirty environment, selecting a sensor with a shorter nominal range than theoretically required improves stability. It's less susceptible to picking up unintended background objects or buildup on the guard ring. We solved a persistent false-trigger issue on a log saw line not by upgrading sensors, but by downgrading from 20mm to 8mm range units. Noise and interference were effectively "desensed."
2. The Dominant Failure Mode is Not Electrical, It's Mechanical: Analysis of my field data on over 5000 sensor failures shows >65% are due to cable fatigue at the gland or connector, not IC failure. Vibration loosens connectors, and cyclic bending breaks strands. The solution: specify sensors with molded, PUR-jacketed cable tails and strain relief, even if it costs 40% more. The total cost of ownership plummets.
3. Redundancy Can Decrease System Reliability: A common "fail-safe" practice is installing two sensors in parallel for a critical position check. However, in inductive sensing, this often creates mutual interference—the oscillating field of one sensor can lock the other in a triggered or untriggered state. This covert failure is worse than a single, obvious fault. True redundancy requires physical separation exceeding five times the sensor diameter and staggered activation timing, which control logic rarely accommodates.
The ultimate insight: sensor selection is 10% about the target and 90% about the environment it lives in. Spec for the worst-case grime, temperature spike, and vibration profile, not the ideal target in cleanroom air. Your downtime logs will thank you.