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Fluid Queue Models of Renewable Energy Storage

Gareth Jones, Peter Harrison, Uli Harder, Anthony Field
2012 Proceedings of the 6th International Conference on Performance Evaluation Methodologies and Tools  
In this extended abstract we introduce an approximation algorithm for the evaluation of networks of fluid queues. Such models can be used to describe the generation and storage of renewable energy.  ...  We discuss how our algorithm would be applied to an example where the approximation performs very well, and note a modification to the model which would result in a poorer result.  ...  Recently the authors of this paper argued that fluid queue networks can describe the problem energy producers face in routing and allocating storing energy produced from renewable sources [8] .  ... 
doi:10.4108/valuetools.2012.250503 dblp:conf/valuetools/JonesHHF12 fatcat:k5gntw44wff4ngu6f64ho4337i

Analysis of the Leakage Queue: A Queueing Model for Energy Storage Systems with Self-discharge [article]

Majid Raeis, Almut Burchard, Jorg Liebeherr
2017 arXiv   pre-print
In this paper, we investigate the self-discharge phenomenon in energy storage using a queueing system model, which we refer to as leakage queue.  ...  Energy storage is a crucial component of the smart grid, since it provides the ability to buffer transient fluctuations of the energy supply from renewable sources.  ...  ACKNOWLEDGEMENTS This work is supported in part by the Natural Sciences and Engineering Research Council of Canada (NSERC).  ... 
arXiv:1710.09506v1 fatcat:lkfpmpff65d7tk57oe6pstujtm

Geographical Load Balancing across Green Datacenters

Giovanni Neglia, Matteo Sereno, Giuseppe Bianchi
2016 Performance Evaluation Review  
We model via a Markov Chain the problem of scheduling jobs by prioritizing datacenters where renewable energy is currently available.  ...  In this paper, we focus on load balancing among micro-datacenters powered by renewable energy sources.  ...  Furthermore, the interaction of energy storage systems and GLB has been addressed in [6] .  ... 
doi:10.1145/3003977.3003998 fatcat:5wxqj54j4naatlgmjzef64tt2m

Stochastic Information Management in Smart Grid

Hao Liang, Amit Kumar Tamang, Weihua Zhuang, Xuemin Sherman Shen
2014 IEEE Communications Surveys and Tutorials  
Due to the expected deep penetration of renewable energy sources, energy storage devices, demand side management (DSM) tools, and electric vehicles (EVs) in the future smart grid, there exist significant  ...  Specifically, efficient stochastic information management schemes should be developed to address the randomness in renewable power generation, buffering effect of energy storage devices, consumer behavior  ...  ACKNOWLEDGMENT The authors would like to thank Professor Kankar Bhattacharya from the Electricity Market Simulation and Optimization Lab at the University of Waterloo and Wei Wang for valuable discussions  ... 
doi:10.1109/surv.2014.020614.00115 fatcat:rimew3bn5fdwrjtmbvffq2veuq

Sizing Co-located Storage for Uncertain Renewable Energy Sold Through Forward Contracts [article]

Tomas Valencia Zuluaga
2022 arXiv   pre-print
In this paper, we propose a high-level Stochastic steady-state model to analyze the value of co-located energy storage systems for wind power producers that participate in an electricity market through  ...  We obtain a stylized model calibrated to actual wind power production and electricity wholesale price data that allows us to asses the value of storage size and perform sensitivity analysis on key parameters  ...  More recently, there have been application of fluid queue models to renewable power plants with BESS.  ... 
arXiv:2207.12619v1 fatcat:5f5kij5sobbplbzthlrovneife

On the use of teletraffic theory in power distribution systems

Omid Ardakanian, S. Keshav, Catherine Rosenberg
2012 Proceedings of the 3rd International Conference on Future Energy Systems Where Energy, Computing and Communication Meet - e-Energy '12  
Specifically, we prove the equivalence between a model of a distribution branch comprised of a transformer and storage that we want to size for a given underflow probability , and a queuing model that  ...  We compute such sizings using load models obtained from our measurement testbed and load models derived from an electricity demand simulator.  ...  A QUEUEING MODEL FOR THE DIS-TRIBUTION NETWORK Observe that a branch of the distribution network can be modelled as a fluid queue in which storage can be viewed as a finite buffer with capacity B, the  ... 
doi:10.1145/2208828.2208849 dblp:conf/eenergy/ArdakanianKR12 fatcat:jd5iix3rrnc3rkucd3vcvfejfq

On the impact of storage in residential power distribution systems

Omid Ardakanian, Catherine Rosenberg, S. Keshav
2012 Performance Evaluation Review  
It is anticipated that energy storage will be incorporated into the distribution network component of the future smart grid to allow desirable features such as distributed generation integration and reduction  ...  In this paper, we focus on the effect of storage on the loading of neighbourhood pole-top transformers.  ...  A Fluid Queueing Model A fluid queueing system is a type of queueing system where an arrival event could occur at any t ∈ R + , and the amount of work brought to the queue by an arrival is continuous.  ... 
doi:10.1145/2425248.2425258 fatcat:5eppqnifkvaircpiutrqjpuvme

Toward a Realistic Performance Analysis of Storage Systems in Smart Grids

Yashar Ghiassi-Farrokhfal, Srinivasan Keshav, Catherine Rosenberg
2015 IEEE Transactions on Smart Grid  
Index Terms-Analytical models, energy storage, performance analysis, renewable energy sources. I.  ...  Energy storage devices (ESDs) have the potential to revolutionize the electricity grid by allowing the smoothing of variable-energy generator output and the time-shifting of demand away from peak times  ...  SYSTEM MODEL Energy can be modeled as a continuous-time, fluid stochastic process. That is, at any given time, energy arrival is not a quantized value, unlike Internet packet traffic.  ... 
doi:10.1109/tsg.2014.2330832 fatcat:dogqmkwpubaqrmtbukbkbckjqe

Efficient Algorithms for Renewable Energy Allocation to Delay Tolerant Consumers

Michael J. Neely, Arash Saber Tehrani, Alexandros G. Dimakis
2010 2010 First IEEE International Conference on Smart Grid Communications  
We investigate the problem of allocating energy from renewable sources to flexible consumers in electricity markets.  ...  We assume there is a renewable energy supplier that provides energy according to a time-varying (and possibly unpredictable) supply process.  ...  and modeling as important tasks for integration of renewable resources.  ... 
doi:10.1109/smartgrid.2010.5621993 fatcat:zmwvhzejejbsblqpeoykhvlw74

Efficiently Operating Wireless Nodes Powered by Renewable Energy Sources

Natarajan Gautam, Arupa Mohapatra
2015 IEEE Journal on Selected Areas in Communications  
At a faster timescale, the node makes decisions based on local information such as queue lengths of packets in input buffers and available energy levels.  ...  At the slower timescale, we model the energy levels in the battery using a stochastic fluid-flow model to determine the availability and time-averaged latency.  ...  The comments and suggestions from the anonymous reviewers have significantly improved the content and presentation of this work.  ... 
doi:10.1109/jsac.2015.2391711 fatcat:gqg4mdreazew5deawjhdfxac2u

A Markovian Queueing System for Modeling a Smart Green Base Station [chapter]

Ioannis Dimitriou, Sara Alouf, Alain Jean-Marie
2015 Lecture Notes in Computer Science  
We investigate a model to assess the performance of a base station (BS) fully powered by renewable energy sources. The BS is modeled as a three-queue system where two of them are coupled.  ...  Given the randomness of renewable energy supply and the internal traffic intensity control, our queueing model is operated in a finite state random environment.  ...  In our work we assume that energy is discretized (as in e.g. [3, 8, 9] ) but it is also possible to model batteries as fluid queues; see for instance [12, 11] .  ... 
doi:10.1007/978-3-319-23267-6_1 fatcat:g4quwsseuzeolamxfaxpipto7a

Reliability Modeling of Direct Current Power Feeding Systems for Green Data Center

Jung Yul Choi
2013 Journal of Electrical Engineering and Technology  
We analyze the reliability of the power feeding systems based on M/M/1/N+1/N+1 queueing model. Operation of the power feeding system in case of failure is also presented.  ...  Since data center houses hundreds to ten thousands servers, networking and communication equipment, and supporting systems energy saving is one of the hottest issues for green data center.  ...  Acknowledgements This paper was supported by Sungkyul University and the ICT Standardization program of KCC (Korea Communications Commission).  ... 
doi:10.5370/jeet.2013.8.4.704 fatcat:apam53ibyzfhzfajfsbze5b7be

Efficient Algorithms for Renewable Energy Allocation to Delay Tolerant Consumers [article]

Michael J. Neely, Arash Saber Tehrani, Alexandros G. Dimakis
2010 arXiv   pre-print
We investigate the problem of allocating energy from renewable sources to flexible consumers in electricity markets.  ...  We assume there is a renewable energy supplier that provides energy according to a time-varying (and possibly unpredictable) supply process.  ...  and modeling as important tasks for integration of renewable resources.  ... 
arXiv:1006.4649v1 fatcat:ti7ewijatrbn3abrh6gqouuyui

A Fundamental Tradeoff Between Total and Brown Power Consumption in Geographically Dispersed Data Centers

Abbas Kiani, Nirwan Ansari
2016 IEEE Communications Letters  
However, due to the different costs and disparate environmental impacts of the renewable energy and brown energy, such a GLB approach should tap on the merits of the separation of green energy utilization  ...  In particular, a new optimization framework to maximize the profit of running geographically dispersed data centers based on the accuracy of the G/D/1 queueing model, and taking into consideration of multiple  ...  Moreover, when extra green energy is available, each data center can store green energy at energy storage devices and draw the energy from the storage device later.  ... 
doi:10.1109/lcomm.2016.2598535 fatcat:5ybkurn3mjbqrc3n5mtyds7lzq

The Role of Long-Duration Energy Storage in Deep Decarbonization: Policy Considerations

Heidi Ratz, Robi Robichaud, Lori Bird, Norma Hutchinson
2020 WRI Publications  
However, the authors would also like to thank the following individuals who offered perspectives and insights during in-person discussions of this topic or through phone interviews: Jason Burwen, Energy  ...  The content of this paper is the sole responsibility of the authors.  ...  Modeling the Future Role of Storage General energy outlooks often do not consider storage (Koshinen and Breyer 2016) .  ... 
doi:10.46830/wriib.19.00134 fatcat:6crap4dzkrfafp7at2bf7josb4
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