1、 Perspective Controlling energy use:the role of AI-based solutions March 2023 Caroline Gabriel,Michela Venturelli and Grace Langham Controlling energy use:the role of AI-based solutions|i Analysys Mason Limited 2023 Contents Contents 1.Executive summary 1 2.Rising energy costs and usage are forcing

2、CSPs to focus on efficiencies 2 5G was designed to be energy efficient but its use cases risk a rise in consumption 4 3.CSPs can adopt a variety of strategies when it comes to tackling energy usage 6 4.AI-based solutions can enable CSPs to achieve short-term energy and cost savings 9 Selecting the o

3、ptimal business and delivery model 10 Overview of an ideal AI-based energy saving solution 12 Potential benefits of an AI-based solutions 13 5.Recommendations and conclusion 15 6.About the authors 17 List of figures Figure 1.1:Overview of an ideal AI-based energy-saving solution.2 Figure 2.1:Wholesa

4、le electricity prices,selected countries worldwide,July 2018July 2022.3 Figure 2.2:Maximum power consumption of a base station that supports multiple mobile generations,by component.5 Figure 2.3:Energy increase,generic developed country that is similar in size to the UK,2022.5 Figure 3.1:Energy mana

5、gement solutions for CSPs networks.6 Figure 4.1:Key benefits of SaaS deployments.11 Figure 4.2:Features of an ideal AI-based energy saving solution.12 Figure 4.3:Examples of major CSPs making cost and energy saving using AI-based energy saving solutions.13 Figure 4.4:Maximum percentage of power redu

6、ction achieved using various AI-based energy-saving features.14 This perspective was commissioned by Nokia.Usage is subject to the terms and conditions in our copyright notice.Analysys Mason does not endorse any of the vendors products or services.Controlling energy use:the role of AI-based solution