Masterarbeit, 2023
101 Seiten, Note: 1,3
1 Introduction
1.1 Presentation of the topic
1.2 Status quo and target definition
1.3 Structure of the thesis
2 Theory of the charging sector
2.1 Definitions, distinction, and general information
2.2 Mobility behavior and charging needs
2.3 Charging locations and solutions
2.4 Development of the charging sector in Germany until 2030
3 Further theory of the public charging sector
3.1 Structure of the public charging ecosystem
3.2 Charging station decree
3.3 Payment and pricing
4 Stakeholder analysis
4.1 Commercial Stakeholder
4.1.1 Customer / EV driver
4.1.2 Charging station operator
4.1.3 Grid operator
4.1.4 Secondary commercial stakeholder
4.2 Non-commercial Stakeholder
4.3 List of stakeholder objectives
5 Identification and analysis of key performance indicators
5.1 Economic Efficiency
5.2 Energetic Efficiency
5.3 Utilization
5.4 Usability
5.5 User-friendliness
5.6 Predictability
5.7 List of KPIs
6 Analysis of existing public charging infrastructure at AUDI AG headquarters and application of KPIs
6.1 Charging ecosystem at AUDI AG
6.2 Analysis regarding the economic efficiency
6.2.1 Revenue
6.2.2 Expenses
6.2.3 Profit margin
6.3 Analysis regarding the energetic efficiency
6.4 Analysis regarding the utilization
6.5 Analysis regarding the usability
6.6 Analysis regarding the user-friendliness
6.7 Analysis regarding the predictability
7 Identification of potential for improvement
7.1 Potential for improvement regarding the economic efficiency
7.1.1 Cost
7.1.2 Income
7.2 Potential for improvement regarding the energetic efficiency
7.3 Potential for improvement regarding the utilization
7.4 Potential for improvement regarding the usability
7.5 Potential for improvement regarding the user-friendliness
7.6 Potential for improvement regarding the predictability
8 Summary and outlook
This work aims to optimize public electric vehicle charging infrastructure from both technical and economic perspectives, providing actionable insights for decision-makers and CPOs through a structured KPI-based assessment framework.
Status quo and target definition
The installation of the first public charging points at AUDI AG headquarters took place around 2013. By the beginning of 2023, the number of operational charging points had surpassed 2,200, with over 400 of them accessible to the public. This growth in numbers not only highlights the progress made but also signifies the need for a fresh perspective on the subject. Initially, the focus was primarily on establishing new charging points to ensure charging availability and gain insights into the technology. However, as the number of charging points has significantly increased, the charging landscape has reached a state of normality, necessitating a reassessment and adaptation of the main objectives.
An optimized operation of the system needs to be focused. The goal of this master’s thesis is to analyze the existing public charging infrastructure in the vicinity of AUDI AG headquarters in Ingolstadt.
Subsequently, by identifying the factors that impact the operation and conducting an analysis of the current charging system, key performance indicators (KPIs) will be aggregated to pinpoint areas for future operational improvements. This approach aims to approximate an optimum for the charging infrastructure.
1 Introduction: Provides the context of electric mobility trends in Germany and outlines the thesis's purpose and structure regarding infrastructure optimization.
2 Theory of the charging sector: Establishes fundamental terminology, analyzes mobility and charging needs, and examines the future landscape of the charging sector.
3 Further theory of the public charging sector: Details the public charging ecosystem, legal regulations like the Charging Station Decree, and operational aspects of payment and pricing.
4 Stakeholder analysis: Identifies and categorizes the different actors involved in public charging infrastructure and defines their specific objectives and points of conflict.
5 Identification and analysis of key performance indicators: Defines a comprehensive set of KPIs including Economic Efficiency, Energetic Efficiency, Utilization, Usability, User-friendliness, and Predictability.
6 Analysis of existing public charging infrastructure at AUDI AG headquarters and application of KPIs: Evaluates the charging infrastructure at Audi's Ingolstadt location using the defined KPI framework and current operating data.
7 Identification of potential for improvement: Proposes concrete, SMART-aligned measures based on the previous analysis to enhance the charging infrastructure’s performance across all investigated KPI categories.
8 Summary and outlook: Concludes the thesis by reviewing findings and suggesting directions for future research and infrastructure evolution.
public charging infrastructure, electric mobility, performance indicators, economic efficiency, utilization, usability, user-friendliness, peak power, energy demand, AUDI AG, stakeholder analysis, charging station operator (CPO), billing, grid stability, cost optimization
The work focuses on the performance optimization of public electric vehicle charging infrastructure, specifically emphasizing technical and economic perspectives for charging station operators (CPOs).
Key themes include mobility behavior, charging infrastructure ecosystem development, the definition and application of performance indicators, stakeholder interests, and optimization strategies such as demand-side management.
The objective is to analyze existing charging infrastructure and aggregate key performance indicators (KPIs) to identify and suggest operational improvements that approximate an optimum for charging availability and efficiency.
The thesis employs a combination of qualitative analysis of mobility and stakeholder needs, alongside a quantitative bottom-up analysis of charging station operational data (KPIs) to derive optimization potentials.
The main body moves from theoretical foundations (mobility, ecosystem, regulations) and stakeholder identification to the detailed definition and application of KPIs (Economic, Energetic, Utilization, Usability, User-friendliness) specifically at the Audi headquarters.
The work is categorized by terms such as public charging infrastructure, electric mobility, Key Performance Indicators (KPIs), utilization, economic efficiency, and smart charging.
The author calculates a profit margin by comparing the benefits (electricity sales and THG-quota revenues) against fixed and variable costs, identifying that most AC and all DC points currently struggle to be fully profitable.
This division helps CPOs prioritize essential requirements for reliable charging (e.g., standardized identification) while offering a flexible guideline for advanced features that enhance overall customer satisfaction.
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