Key takeaways:
- AI features are making CPMS and EMS more effective at energy management and remote monitoring for EV charger health.
- To get the most out of AI, it’s best to have an EV charging expert design and implement a customized solution that leverages this tech.
- Electric Vehicle adoption keeps growing, and the technology powering charging systems is becoming more advanced and efficient.
The latest generation of Charge Point Management Systems (CPMS) and Energy Management Systems (EMS) leverage AI to analyze charging data and optimize performance.
There are use cases for businesses and homeowners, and a smart EV charging system is easier to implement than you might think with the right EV charging consultant by your side.
How AI Is Making Charge Point Management Systems More Effective
Charge Point Management Systems (CPMS) refers to a category of software that remotely manages and operates EV chargers. EV charging networks use these tools, as well as fleets managing their own charging infrastructure and property managers offering EV charging as a perk.
More CPMS now have AI features that collect data and analyze it to find patterns. Here’s what that means for EV charging:
- AI can make real-time pricing adjustments based on demand or time-based pricing from the local utility.
- It can identify geographic or time-based usage patterns and recommend where to add more chargers.
- EV charger maintenance is more effective with AI. This technology can track charger status and send alerts to maintenance technicians, or even flag chargers at risk for downtime.
- Fleets and charging networks can also use AI for dynamic scheduling and virtual queues. AI can track battery needs, arrival time, and grid conditions to determine which EV should be charged first.
AI-powered CPMS makes EV charging reliable and cost-effective. It also helps keep costs down as charging networks, property managers, and fleets look into scaling their EV charging systems.
The Case for Customized AI-Powered Energy Management Systems
Energy management systems (EMS) have been around for a while, but AI is opening up new possibilities.
These customized systems typically combine different elements, including smart panels, subpanels, solar panels, battery backup, generators, and EV chargers.
An EMS with AI features can monitor power usage and spot patterns. It can also anticipate when a home or commercial building will need more power for a specific application, like EV charging.
With AI, an EMS can deliver more effective power management:
- For instance, it can route excess solar power produced by the panels to the grid when solar credits are advantageous, or route the energy to battery storage when that’s more valuable.
- A smart EMS can monitor backup battery levels and manage recharging, either from the grid or solar. The goal is to maintain a certain threshold so the battery is always ready to meet essential power demands.
- It can also schedule EV charging when energy prices are low or draw battery power for EV charging during on-peak hours from the grid.
- When combined with a smart panel, an EMS can manage which circuits get powered first. It’s a valuable feature for prioritizing key circuits during outages or ensuring EV charging doesn’t impact other applications.
AI allows for a greater level of customization and smart energy management. It can lower energy costs and make your home or business more resilient when combined with a generator or backup battery solution.
Get the Most out of AI and EV Charging With the Right Expert
To get the most out of an AI-powered CPMS or EMS, you need an EV charging expert to design and implement a customized plan.
EVPlugz specializes in designing and implementing modern EV charging solutions tailored to your property, usage patterns, and long-term goals. Whether you’re a business owner looking to scale a commercial charging network or a fleet manager optimizing operations, we’re here to help you make the most of AI-powered technology.
Contact us online or at 321-549-7002 to learn more about your EV charging options.
FAQ
What is a Charge Point Management System (CPMS)?
A CPMS is software that allows you to remotely monitor, control, and optimize EV chargers. Commercial charging networks, fleets, and property owners use this tech to manage multiple chargers efficiently from a single platform.
How does AI improve EV charging systems?
AI makes EV charging more effective by analyzing usage data and identifying patterns. It can also adjust pricing, predict maintenance needs, and optimize charging schedules.
What is an Energy Management System (EMS)?
An EMS is a system that manages how energy is stored and used within a home or commercial property. It can integrate EV chargers with solar panels, battery storage, generators, and smart electrical panels.
Can AI help reduce EV charging costs?
Yes, AI can schedule charging during off-peak hours, optimize energy usage, and route power from the most cost-effective source, such as solar or battery storage.
How do I get started with an AI-powered EV charging system?
The best first step is to consult with an expert like EVPlugz. Our team can assess your property, recommend the right combination of CPMS and EMS technologies, and design a customized solution that maximizes performance and long-term savings.
