Wired vs Wireless Sensor Networks

What this topic covers

Trade cabling, power, bandwidth, latency and maintainability.

Core monitoring ideas

Wired systems can offer stable power and bandwidth but add installation complexity.

Wireless sensors can reduce cabling while adding battery and radio dependencies.

Hybrid architectures are common when sensor classes have different needs.

Interpretation limits

Sampling and storage should match the phenomenon: slow settlement and rapid vibration need different strategies.

Evidence and data quality

Analytics should surface uncertainty, missing data and sensor faults rather than hide them inside a score.

Lifecycle use

AI, machine learning and digital twins support review; they do not replace structural engineering accountability.