Our Case Studies

Artificial intelligence and perimeter security

Recent advances in Computer Vision allow real-time recognition of moving objects within complex scenes. These innovations now find applications in many areas including autonomous driving, vehicle traffic management and various industrial and security applications. Sacbo, in partnership with SORINT.tek, has equipped itself with a system that identifies entry into user-definable areas specific to each person …

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Energy management & Smart metering: from infrastructure to data management

An asset management and operation intelligence platform is one of the key components of the path to digitization, to speed up data acquisition, processing and analysis processes and to translate the Internet of Things into business value. A concrete case of the use of the MangroviaIot solution in partnership with Valtellina for the Iren group …

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MangroviaIoT – asset management & operation intelligence

From many years of experience in software development and advanced analytics in the Utility & Energy sector was born MangroviaIoT, a modular and multi-level infrastructure that allows to manage and monitor the status of a device infrastructure, acquire, collect, monitor and display sensor data and create a database useful for Advanced Analytics.

Artificial Neural Network Based Predictive Control applied to Residential Buildings

We propose a supervisory ANN-MPC controller for residential buildings, that is able to simultaneously minimize the energy consumption and cost and to maintain the desired thermal comfort, while taking into account occupant expectations and physical constraints like the energy price and the power limitations. The model, applied to a building with an automatic HVAC system …

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Conditional networks for screening of breast cancer metastases in lymph nodes

Medical Imaging with Deep Learning (MIDL) – London, 8th-10th July 2019  We researched conditional networks to screen Whole Slide Images (WSI) of sentinel lymph-nodes and to segment areas which might contain metastatic lesions. The network output is intended for a subsequent inspection by a human pathologist. The method is the basis for a more interactive …

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