Storage and Simulation

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Revision as of 16:06, 9 March 2013 by ***** (***** | *****)

General information and introduction

This is the documentation of a session block at the Micro Perspectives for Decentralized Energy Supply 2013, International Conference, Feb. 27 - Mar. 1, 2013

In cooperation with:

NEK, Sustainable Energy Concepts
University of Paderborn

Session facilitator:

Yassin Bouyraaman, University of Paderborn

Sessions

Ali Ameli: Frequency Control Applying Plug-in Electric Vehicles Based on Costumer Behavior in Electric Power Networks and Micro-Grids

Presentation

Introduction

The main idea is the use of Electric Vehicles (EVs) as power generating units and storage devices in Electric Power Networks and Microgrids taking into account the psychological aspects of the customers. The EVs can be charged when electricity is available and can give it back in case it is needed by the grid while the vehicle is connected. The use profile of the custumers must be taken into account in order to provide a system that will be used properly.

The following information is taken from the corresponding presentaion slides for the MES 2013 (will be attached soon).

A micro-grid mainly consists of distributed energy resources and energy storage systems. Electric vehicles (EVs) can be assumed as both appropriate power generation units and storage devices as it is shown in the following figure:

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


There is the plan to have one million EVs used in Germany by 2020 which could provide us with a great electric power potential.

The EVs could be very useful for secondary frequency control because of their battery’s characteristics of lower energy and quick response time. In other words, in addition to the technical benefits, this potentials could be applied for maintaining the power networks stability by mean of ancillary services. These batteries could easily replace fossil-fuel power plants for secondary frequency control and are very clean energy resources.
Micro-grids commonly consist of renewable energy resources like wind turbines or solar power units that have uncontrolled power output. A single battery could provide 4-20 kW which could be very advantageous for Germany’s power network frequency regulation or a part of its power grid such as available micro-grids.
An Aggregator is necessary to deal with the small-scale power of the vehicles for providing the regulation service on an appropriate large-scale power.

It is also inevitable to consider the psychological behavior of the human beings in using an electric vehicle and connecting it to the power grid. The minimum and essential requirement of the vehicle owners for joining the ancillary service is to guarantee them the charge of their battery to a desired level which matches their EV use profile. In addition some incentives such as direct payment or lifetime warranty of the battery should be given for voluntary participation of the vehicle owners.


Simulation and Study

The performed simulation in this research is based on the results of TU Chemnitz’s psychological studies. For the study, three categories were formed: P+R (park+ride, charge at home), P+C (park+charge, charge at public stations), public or sharing (no own car). These groups are separated into day chargers (5 am- 5 pm) and night chargers (5 pm- 5 am).

The following figure shows the distribution of the mentioned user categories in day and night chargers.

data:image/png;base64,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



A large number of batteries will be available that could inject their stored power to the network at peak load times. Also at low load times they could consume the generated power of the base load power plants and the unplanned generations of the renewable energy resources. The simulation in this paper is based on the data of the previous figure and is carried out for different operation scenarios to show how the vehicles could maintain the power network’s frequency stability.

Each battery has three different states as follow: charging, discharging and standby. The aggregator must optimally choose and organize the state of each vehicle for the power grid’s regulation aspect. The IEEE 39bus Standard Network is applied for this research simulation to show the impact of the electric vehicles for secondary frequency control purposes. A full charging period of the batteries lasts 4-10 hours regarding the available power amperage. Each Mini E battery has a 28 kWh usable capacity which could provide us with circa 6 kW power per vehicle. We consider two aggregators in the network.

The simulation results show that for night chargers, the Aggregator1 collects 10000 available vehicles (60MW) and Aggregator 2 includes 5000 vehicles (30 MW). Different case studies were simulated during this period but just two main scenarios are analyzed in this paper:

The EVs as secondary frequency control devices are able to keep the frequency at 50Hz for a genreation increase of 70 MW and a load increase of 50 MW. They respond very quick and the oscillations are very small. The primary frequency control is only able to lower the impact of the genreation and load changes but there is a deviation even after 200 seconds which seems to tend to an offset.

For the related figures see slides 12-17 of the corresponding presentation (will be attached soon).


Conclusion

The simulation results show that the application of electric vehicles is very effective as secondary frequency controllers for the whole power network stability and its related micro-grids. In both scenarios were the vehicles able to bring back the frequency to its nominal value (respectively from 50.42 Hz in scenario1 and 49.62 Hz in scenario2 to 50 Hz). The available potential of these vehicles in 2020 (around 6 GW) could help Germany’s power grid operators in maintaining the stability of the network without any concerns.

Furthermore, the consumers can earn money by participating in the electric market using their vehicle’s batteries. In addition, these vehicles totally environment-friendly and are preventing the emission of greenhouse gases which is a very important constraint in any power network operation planning.
Hence, the use of EVs is strongly recommended for system operation issues like secondary control, power reserves and storing the extra power of renewable energy resources.

Questions and discussion

Q: What about the voltage issue? Can the voltage be controlled by this approach, too?

A: Interesting aspect, but not discussed in this paper.


Q: Why do we need this type of frequency control? Why do the governers not bring back the frequency to 50 Hz?

A: There is primary frequency control by the plants which can just produce more steam in order to control the frequency but it takes time. The EVs are used as secondary frequency control. It is much faster.


Q: The night chargers need their energy during the day. How can they provide energy for the grid?

A: Example: The battery of the car is fully charged over night. The customer drives to work and connects the car. The grid can use as much energy as it needs as long as the car battery has enough energy left for the way back after work. A smart grid would have advantages when using this system. The incentive for the costumers is the money they get by selling energy to the grid. This is confirmed by the research study which has been the base for the simulation.

Busso von Bismark: A holistic implementation strategy for storage systems in renewable mini-grids

Presentation

A holistic integration of minigrids is needed. Autarsys GmbH is a new company focussing on lithium-ion-based Energy Storage Systems for mini-grids in the range of 100 to 1000 kW.

The advantages of lithium-ion batteries is the long lifetime of 15 years, Depth of Discharge (DoD) of 80%. The disadvantage of the high investment cost is reduced in future. Within 7 years the price can drop to 250€/kWh.

[...to be continued...]

Questions and discussion

Q: How big is the temperature effect that it is worth cooling down the system with a fan?

A: A 10% higher temperature can halve the lifetime.

Q: At what scale it is worth to use fans to cool down?

A: If there are 40°C outside, it is worth it! But of course, insulation and specific conditions are important.

Q: Isn't it contraproductive to consume energy using a fan to cool the system which produces energy?

A: Yes but the lifetime is important, too. Insulation and thermal mass also help to keep it cool.


Q: How big are the AC systems?

A: Containers of 20 feet, 1kW inverters, 150kWh storage system.


Q: Voltage of the containers?

A: usually 900V but it depends on the system.




Dimitry Gershenson: Driving Rural Energy Storage: A Second Look at the Second-Life of EV Batteries

Presentation

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Questions and discussion

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Final discussion

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