Train operators the world over are expected to work miracles, i.e. never to be late. So, with acute service and availability targets to meet, an efficient maintenance program is important. And data-enabled functionality is a must for Siemens.Reactive maintenance (after an incident) and routine, preventive maintenance with its visual inspections and scheduled exchange of components, are no longer enough. We’ve moved on to more cost-effective, condition-based, predictive maintenance. The actual condition of components is measured via the transfer and remote monitoring of diagnostic sensor data; data which is also used to analyse patterns and trends. This helps predict when a componentis likely to fail, so it can be repaired before anything untoward happens. To ensure the commercial sustainability of thisapproach, Siemens needs to use and re-use existing data, creating a kind of ‘Internet of Trains’. Towards this end, they’re analysing sensor data in near real time, which means they can react very quickly, ensuring that customer transport services aren’t interrupted. “It isreally difficult to define every issue before it impacts operations using only data from the trains”, Kress explains. However, recent success stories prove that everything is possible.

GE is a leading provider of automation and controls technology and services for power generation, distribution and adjacent applications across industry. Our differentiated Industrial Internet solutions enable customers to optimize equipment performance and ensure reliable and efficient operations by connecting their machines, data, insights and people. Our dedicated team includes some of the best minds in automation capable of solving our customers’ toughest challenges.GE provides industrial software, control systems, and embedded computing platforms that help connect, monitor, analyze, predict and optimize operations like never before. By combining our innovative, high-performance technology solutions with deep industry expertise and know-how, we’re transforming the way companies grow their profitability and competitive edge.The range of software products and services includes Asset Performance Management (APM), Brilliant Manufacturing software, ICS cyber security and HMI/SCADA software, primarily powered by the established Predix IoT Platform.

Google specializes in Internet-related services and products. These include online advertising technologies, search, cloud computing, and software.Year founded: 1988Revenue: $66.0 billion (2014)NASDAQ: GOOG

Hewlett Packard Enterprise or HPE (formerly HP) makes IT environments more efficient, productive and secure, enabling fast, flexible responses to a rapidly changing competitive landscape. They enable organizations to act quickly on ideas by delivering infrastructure that can be easily composed and recomposed to meet shifting demands, so they can lead in today’s marketplace of disruptive innovation.Year founded: 2015 (1939)Revenue: $53.0 billion (2014)NYSE: HPE

Siemens is the largest engineering company in Europe. With their positioning along the electrification value chain, Siemens has the knowhow that extends from power generation to power transmission, power distribution and smart grid to the efficient application of electrical energy.Featured Subsidiaries/ Business Units:- Digital Factory- Siemens Technology to Business (TTB)