Get Appointment

  • contact@wellinor.com
  • +(123)-456-7890

A state-of-the-art AI-based EV charging analytics platform

Challenge

Analysis of electric vehicles (EV) charging stations data for establishing a smart EV ecosystem.

Solution

Machine learning models for a descriptive and predictive analysis of charging stations.

About the client

The client is an advanced technology company with expertise in designing, implementing, and supporting telecom OSS/BSS solutions. The company offers solutions and services to retail, telecom, energy, mortgage, and F&B sectors, including machine learning, IoT, and big data analytics.

Challenge

Analyzing the tremendous amount of data captured from EV charging stations and extracting valuable business intelligence to provide insights to manufacturers, fleet operators, charging station operators, and end-users is challenging.

EV chargers require timely, consistent, and relevant insights to provide standard, historical, and real-time data to scale their businesses and improve various aspects of their operations, analysis, and predictions.

Our team of data scientists performed an in-depth analysis identifying
  • The demand for public charging stations
  • Charging behavior patterns
  • The energy consumption patterns of charging stations
Solution

The client has an IoT product that helps build connected community management systems and smart cities.  The intelligent solutions also support EV charging station data collection. The data scientists and expert analysts at Intellect Data constructed a platform to ingest and provide advanced analytics from the client’s IoT-captured charging data.

The platform developed by Intellect Data analyzes EV ecosystem elements like

The platform provides discrete observations from time-series data analysis performed through applying statistical concepts and machine learning models. The dynamic analysis helped

  • Provide location-based and industry-based insights on charging stations
  • Supply periodic inputs on charge point sessions
  • Gain insights on charger types at each charging station
  • Develop periodic energy consumption insights and predictions
  • Quantify the demand and occupancy at charging stations on peak and non-peak days

The client has an IoT product that helps build connected community management systems and smart cities. The intelligent solutions also support EV charging station data collection. The data scientists and expert analysts at Intellect Data constructed a platform to ingest and provide advanced analytics from the client’s IoT-captured charging data.

Tools & technologies used

The predictive and descriptive analytics platform has a secure architecture and includes advanced capabilities and features like

  • Network management
  • Configurable orchestrated standard operating procedures
  • Power and load analysis
  • Installed base analysis
  • Predictive maintenance
  • Cloud platform
  • Technology agnostic
Result

Intellect Data built a platform that offers an end-to-end charging solution to EV manufacturers, EV charge point operators, and the EV market ecosystem overall. The platform dramatically increased the client’s business revenue streams and business pipeline by offering

  • A full spectrum of solutions to the EV charging community
  • A core EV charging infrastructure value chain
  • A materially enhanced customer experience
  • Optimized load, fleet, and power management
  • Risk reduction with predictive analytics
  • Improved efficiency and operational cost savings

Our clients

Why Choose IntellectDataTM as your AI and data science partner?

  • Broad-spectrum of products and services employing leading-edge technology, providing a strategic and competitive advantage
  • Industry-leading expertise developing and implementing digital products and software services incorporating data science, artificial intelligence, image and video analytics, text analytics, predictive analytics, recommendation engines, and visualization
  • Easily integrated with other mission-critical enterprise applications and platforms to solve any data-driven problem
  • Unmatched standards for quality, scalability, and performance create exceptional value, propelling organizations to the next level of insight and action
  • End-to-end services from consulting to full-cycle software development
  • Empower non-experts to use machine learning models and techniques without the need for prior expertise in the field
  • Complete adherence to data and security regulations such as HIPAA, Data protection 2018, etc.

Reach out to us

We are eager to hear about your project and help you get started.

    Download Usecase For Free


      Contact us


      By submitting this form, I agree to Intellect2TM privacy policy and terms & conditions.

        Schedule a call


        By submitting this form, I agree to IntellectDataTM privacy policy and terms & conditions.

          Contact now


          By submitting this form, I agree to Intellect2TM privacy policy and terms & conditions.

            Book a demo


            By submitting this form, I agree to IntellectDataTM privacy policy and terms & conditions.

              Book a Demo


              By submitting this form, I agree to IntellectDataTM privacy policy and terms & conditions.

                Book a Demo


                By submitting this form, I agree to IntellectDataTM privacy policy and terms & conditions.

                  Book a Demo


                  By submitting this form, I agree to IntellectDataTM privacy policy and terms & conditions.

                    Book a Demo


                    By submitting this form, I agree to IntellectDataTM privacy policy and terms & conditions.

                      Get in touch


                      By submitting this form, I agree to Intellect2TM privacy policy and terms & conditions.

                        Get in touch


                        By submitting this form, I agree to Intellect2TM privacy policy and terms & conditions.

                        [contact-form-7 404 "Not Found"]

                        [contact-form-7 404 "Not Found"]

                          Download Usecase For Free