Frequent train breakdowns have been a hot topic in Singapore in recent years. Singaporeans are unhappy with frequent outages because they disrupt schedules and lose hours of productivity. An IoT platform, which enables predictive maintenance techniques, is the likely solution to this problem. With millions of data points captured and transmitted by sensors on critical train components, analytics can monitor part degradation and detect impending part failure. They can then repair the part in advance, instead of waiting until it fails, causing delays. The advantage of continuous analysis of predictive maintenance is that maintenance is carried out “at the right time”, well before a fault but not unnecessarily early, which optimizes the life of the part. Say no to plagiarism. Get Custom Essay on “Why Violent Video Games Should Not Be Banned”?Get Original Essay Lumada and Hitachi's Predictive Railway Maintenance Hitachi has developed the Lumada Internet of Things platform. As a vertically integrated IoT platform, Lumada is designed to manage the entire lifecycle of different types of assets and devices. It measures performance in real time, constructs a statistically representative data set throughout the useful life of the asset, and performs technical and financial forecasting and optimization. Its modular and flexible architecture, as well as its public application programming interfaces (APIs), allow the implementation of third-party solutions (both proprietary and open source) even if they are already installed within the existing framework. Using its data ingestion tools, Lumada can visualize data. from assets, store them on an SQL database and/or on big data platforms. It can analyze the entire data lake using artificial intelligence and machine learning tools, implementing a specific workflow in response to the results obtained and integrating with the company's IT systems . The modular approach does not only concern functions that can be integrated within the ecosystem. It also manages scalability in terms of the types and number of controllable devices, allowing you to add and remove assets without affecting the overall availability of the solution. Keep in mind: this is just an example. Get a personalized document from our expert writers now. Get a Custom Trial Even more advanced than quickly resolving train breakdowns, it is possible to predict the lifespan and usage of equipment so that it can be replaced before it fails, so that there is never a breakdown. And for such an adventurous objective to be achieved, an entire ecosystem must be well thought out and put in place, and this is what Lumada is aiming for. This is the future of the industry, and if Singapore wants to keep up, this is the way to go. No more complaints about SMRT, no need for alternative shuttles, no more train delays. The productivity of the many workers and students who use public transportation every day will not be affected and may even increase thanks to smooth, seamless travel..