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Case Studies
Testing the output quality of electric window controls for cars
The manufacturer decided to replace the manual and demanding testing method by automatic testing system delivered by Neuron Soundware.
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Monitoring of Otoyo Wind Farm in Japan
Microphones and structure borne sensors provide the operator with not just the ability to listen to the components off site, it also monitors the wind turbine 24/7 using anomaly detection.
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Monitoring of Heat & Power generation plant
An IoT sensor-equipped nGuard solution monitors both the gas engine itself and the generator. Alerts are sent to the plant operators to either turn the engine off or schedule maintenance – based on suggestions from our diagnosticians.
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Monitoring of 1 MW hydroelectric generator
Neuron soundware delivered a solution for monitoring wear of the turbine bearings. 24/7 monitoring and nGuard platform offer more flexibility than standard solutions on the market.
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The condition of air handling units in pharma production under the control of AI monitoring solution
Neuron soundware technology is applicable not only to the prevention of production downtime but also in process control within production processes such as verification of the quality of the material in the grinding process.
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Grinding process optimization with machine sound monitoring solution
Neuron soundware technology is applicable not only to the prevention of production downtime but also in process control within production processes such as verification of the quality of the material in the grinding process.
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Unique AI-based machine monitoring of paint recycling machines in chemical company
Neuron soundware solution successfully detected faults and wrong machine parameters on a paint recycling machine which would be difficult to discover by other diagnostics methods.
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Neuron soundware extends the life of escalators in the Prague metro
The Prague Public Transport Company is taking a progressive approach to new trends in the field of predictive maintenance, reflecting the increasing expectations of passengers, as well as requirements for efficiency, human resource management, long-term investments, and the digitization of equipment and processes.
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AI-based fault detection on air compressors
nGuard system monitoring air compressors at USA-based car wheel producer successfully detects two failures and helps prevent unplanned outages and costs.
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Case Study Fault in piston compressor with Automotive producer
Neuron soundware detected an impending fault in the piston helium compressor for hardening gearboxes in the automotive industry. In March 2021 our AI detected an impending critical fault in the piston compressor, which later culminated in machine downtime. Early detection of this fault represents a concrete result and proof of how machine learning algorithms can assist in predictive maintenance. AI deployed on […]
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Successful diagnosis of a pump fault using sound and AI
Neuron soundware is sometimes compared to conventional vibro diagnostics. Our experience with the oil pump for frying traditional Czech potato chips proved that our diagnostics technology using sound and AI is more sensitive and able to alert staff to potential problems in the machinery earlier than conventional methods.
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How to tackle unplanned downtime and decrease repair costs of cogeneration units?
Take advantage of Neuron soundware technology and avoid more than 50% of critical failures! Cogeneration units serve as modern and efficient sources of energy Cogeneration units (CHP) produce energy by burning natural gas, diesel, or even alternative fuels. They are used wherever there is a high consumption of heat and electricity as an independent and […]
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