Mireo Blog

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How Tesla dramatically improved driving range prediction

The lack of charging infrastructure is the #1 contributor to EV drivers’ range anxiety, and accurate range prediction is the cornerstone of every EV trip. To mitigate EV range anxiety, machine learning algorithms help to enhance prediction accuracy and yield far more consistent results than traditional physics-based modeling.

AI may defeat EV Range Anxiety - Part 2

None of the physical-based EV range predictions can consistently provide accurate results. An intelligent vehicle system that learns one's driving pattern and fuses real-time car sensors can predict EV battery consumption more accurately.

AI may defeat EV Range Anxiety - Part 1

The in-car EV range estimation is every now and then off by a stunning 20-30% across the board, not nearly accurate enough to make drivers feel safe.

Anti-speeding technology has just become mandatory in EU cars

Starting July 2022, every new car sold in the EU must have a built-in anti-speeding system. All new vehicle models must be fitted with Intelligent Speed Assistance systems and inform drivers in case of speeding.

Removing Connected Car Data Monetization Barriers

Why do connected car data fail at monetization? The most valuable companies nowadays are already generating record-high revenues from big data, but connected car data monetization is not happening at the pace predicted by McKinsey's 2016 report.

The future of car insurance – how the rules have completely changed

The current cost structure of insurance companies is simply not sustainable anymore. The future of car insurance is in connected car data analytics.

Tesla Rolls Out Usage-Based Insurance. Why Should You Care?

With Tesla offering real-time usage-based insurance, can we expect a major shift in the car insurance industry? The car insurance market has been heating up for hears, and the transformation towards telematics-based insurance is inevitable and cannot be avoided nor prolonged anymore.

SpaceTime outperforms GeoMesa by 17 times, study finds

Mireo SpaceTime outperforms GeoMesa in all performed benchmarks by giving response times in a range of seconds, unlike GeoMesa that requires minutes, shows Ericsson’s study. Mireo SpaceTime excels when executing different types of queries (spatial, temporal, and spatio-temporal).

The fastest bridge in Zagreb - Traffic jams surge as schools reopen

How well do you know traffic patterns in your city? We present traffic patterns across 3 central bridges in Zagreb, explaining the traffic jams in detail and revealing the slowest bridge. This article is part two of our traffic analysis across the three main Zagreb bridges - The fastest bridge in Zagreb.

GPS Navigation in all cars by 2024

The built-in GPS is already a mandatory feature in new EU cars, and with ISA regulative approaching, it's reasonable to expect new cars to be equipped with embedded GPS navigation. Starting from 2022, the Intelligent Speed Assistance ISA will be mandatory for all new EU cars introduced on the market and from July 2024 for all new cars sold in the EU.
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