Manufacturers spend a large portion of their budget on maintenance and plant automation systems, and yet are still plagued by equipment failure, wasteful energy usage, and reduced product quality. Mtelligence is out to change this with "mVision", the first machine learning platform on the market with turnkey integration to all leading operations & maintenance systems used in manufacturing.
By offering a pay-as-you-go SaaS approach, Mtelligence enables manufacturers to take advantage of recent advances in the field of machine learning and neural networks without a large capital investment up-front. The solution supports both on-premise deployment off-site hosting in the cloud.
mVision applies a combination of supervised and unsupervised learning techniques to determine predictors of equipment failure and then continuously monitors for them. mVision was designed to handle very noisy data and variable manufacturing environments. The platform includes a library of intelligent processing filters for sensor data, including Statistical Process Control (SPC) and signal processing algorithms, to improve the signal-to-noise ratio prior to training the mVision agent. The agent learns to differentiate normal operating context from abnormal conditions, and can recognize complex patterns that represent symptoms of impending failure.
- Correlate Sensor Data
- Between equipment assembly and transactional data coming from EAM/CMMS systems
- mVision was designed to handle very noisy data and variable manufacturing environments
- Platform includes a library of intelligent processing filters for sensor data, including Statistical Process Control (SPC) and signal processing algorithms
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- Supervised and Unsupervised Learning
- mVision applies a combination of supervised and unsupervised learning techniques to determine predictors of equipment failure and then continuously monitors for them.
- Pre-built EAM/CMMS adapters
- Product includes pre-built adapters for SAP, IBM Maximo, Infor EAM, Infor Hansen, Ventyx EMPAC, JD Edwards, and others
- Pre-built Adapters for Operations
- Drivers are provided for plant historians including OSIsoft PI System, Wonderware Historian, GE Proficy, Honeywell PHD, and numerous other automation packages
- Integrated Reliability Intelligence Suite
- mVision integrates with the full suite of Mtelligence products including Mtelligence CBM, RCM, and APM.
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