Cmakusa

CMAK, Inc. (CMAK Crane Systems — US operations, Itasca, Illinois) — Lift-cycle and component-wear telemetry panel from instrumented electric wire-rope hoists: per-lift measured load via precision strain-gauge sensors, motor runtime accumulation, brake-wear progression, overload events, slack-rope events, smart-inverter fault logs, Safe Working Period consumption computed to FEM standards, UltraSpeed mode usage, and tandem/multi-hoist load-sharing balance data across 2- and 4-hoist and multi-crane coordinated lifts — logged to the cloud over Wi-Fi, GSM or Ethernet with automated health and act…

Cmakusa offers (Alternative, Supply Chain, Reference) — Dense per unit, narrow in unit count: an active hoist generates a load and runtime record on every lift plus continuous wear and fault state, so a single busy crane can emit hundreds of thousands of lift events per year. Across an installed base plausibly in the hundreds to low thousands of monitored hoists, total volume is billions of lift events — but concentrated in general industrial (bridge, monorail, gantry) duty rather than port container cranes..

Training remaining-useful-life and predictive-maintenance models on real brake-wear and duty-cycle progression for lifting equipment, industrial weighing datasets (load-per-lift by industry and application, useful for material-handling and manufacturing throughput models), anomaly detection on motor and inverter behaviour before failure, occupational-safety and compliance analytics on overload frequency by site and operator, equipment sizing and capacity-utilisation benchmarks across factory types, and digital-twin calibration for crane dynamics.

The data is with 5 years of history.

Coverage spans US, Europe, Other, APAC; Industrial Machinery; alternative, supply_chain, reference; equities.