A Guide to the Integration and Utilization of Energy Storage Systems with a Focus on Demand Resource Management and Power Quality Enhancement
Abstract
:1. Introduction
- Large-scale load leveling.
- Area-specific load regulation.
- Emergency power supply during outages.
- Short-/long-term stabilization for renewable energy installations.
- Voltage regulation and line expansion cost reduction.
2. Concept and Components of Energy Storage Systems (ESS)
2.1. Concept of Energy Storage Systems
2.2. Components of an Energy Storage System (ESS)
3. Types and Features of Energy Storage Systems
4. Large-Capacity Energy Storage Systems
5. Energy Storage System Applications and Expected Effects
5.1. Energy Storage System Applications
- Potential technical and operational conflicts.
- Market entry barriers (regulations, required permissions, etc.).
- Lack of engineering standards and tools.
- Insufficient energy price signals and market absence.
- The electricity industry’s passive attitude towards new technology.
5.2. Expected Effects of Energy Storage Systems
5.2.1. Arbitrage (Electric Energy Time-Shift)
5.2.2. Electric Supply Capacity
5.2.3. Reserve Capacity
5.2.4. Frequency Regulation
5.2.5. Black Start
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Merabet, A.; Al-Durra, A.; El-Saadany, E.F. Improved Feedback Control and Optimal Management for Battery Storage System in Microgrid Operating in Bi-directional Grid Power Transfer. IEEE Trans. Sustain. Energy 2022, 13, 2106–2118. [Google Scholar] [CrossRef]
- Wang, Y.; Lin, X.; Pedram, M. A Near-Optimal Model-Based Control Algorithm for Households Equipped with Residential Photovoltaic Power Generation and Energy Storage Systems. IEEE Trans. Sustain. Energy 2016, 7, 77–86. [Google Scholar] [CrossRef]
- Cao, Y.; Dhahad, H.A.; Mansir, I.B.; ABo-Khalil, A.G.; Alamri, S.; Rajhi, A.A.; Anqi, A.E.; Qasim, F. Development of a combined system based on a PEMFC and hydrogen storage under different conditions equipped with an ejector cooling system. Int. J. Hydrog. Energy 2022, 47, 26687–26700. [Google Scholar] [CrossRef]
- Khani, H.; Zadeh, M.R.D. Real-time optimal dispatch and economic viability of cryogenic energy storage exploiting arbitrage opportunities in an electricity market. IEEE Trans. Smart Grid 2015, 6, 391–401. [Google Scholar] [CrossRef]
- Mohsenian-Rad, H. Optimal bidding, scheduling, and deployment of battery systems in California day-ahead energy market. IEEE Trans. Power Syst. 2016, 31, 442–453. [Google Scholar] [CrossRef]
- Ibrahim, H.; Ilinca, A. Perron Energy storage systems—Characteristics and comparisons. Renew. Sust. Energy Rev. 2008, 12, 1221–1250. [Google Scholar] [CrossRef]
- Luo, X.; Wang, J.; Dooner, M.; Clarke, J. Overview of current development in electrical energy storage technologies and the application potential in power system operation. Appl. Energy 2015, 137, 511–536. [Google Scholar] [CrossRef]
- Cohen, I.J.; Westenhover, C.S.; Wetz, D.A.; Heinzel, J.M.; Dong, Q. Evaluation of an actively controlled battery-capacitor hybrid energy storage module (HESM) for use in driving pulsed power applications. In Proceedings of the 2015 IEEE Pulsed Power Conference (PPC), Austin, TX, USA, 31 May–4 June 2015; pp. 1–5. [Google Scholar]
- Chen, H.; Cong, T.N.; Yang, W.; Tan, C.; Li, Y.; Ding, Y. Progress in electrical energy storage system: A critical review. Prog. Nat. Sci. 2009, 19, 291–312. [Google Scholar] [CrossRef]
- Whittingham, M.S. History Evolution and Future Status of Energy Storage. In Proceedings of the IEEE 100; No. Special Centennial Issue; IEEE: Piscataway, NJ, USA, 2012; pp. 1518–1534. [Google Scholar]
- Zhang, H.; Mollet, F.; Saudemont, C.; Robyns, B. Experimental Validation of Energy Storage System Management Strategies for a Local DC Distribution System of More Electric Aircraft. IEEE Trans. Ind. Electron. 2010, 57, 3905–3916. [Google Scholar] [CrossRef]
- Kalkhambkar, V.; Kumar, R.; Bhakar, R. Joint optimal allocation of battery storage and hybrid renewable distributed generation. In Proceedings of the 2016 IEEE 6th International Conference on Power Systems (ICPS), New Delhi, India, 4–6 March 2016; pp. 1–6. [Google Scholar]
- Ashtiani, N.A.; Gholami, M.; Gharehpetian, G.B. Optimal allocation of energy storage systems in connected microgrid to minimize the energy cost. In Proceedings of the 2014 19th Conference on Electrical Power Distribution Networks (EPDC), Tehran, Iran, 6–7 May 2014; pp. 25–28. [Google Scholar]
- Yaser, Q.; Kerdphol, T.; Mitani, Y. Different optimization schemes for community based energy storage systems. In Proceedings of the 2015 4th International Conference on Electric Power and Energy Conversion Systems (EPECS), Sharjah, United Arab Emirates, 24–26 November 2015; pp. 1–5. [Google Scholar]
- Pathak, S.K.; Tazmeen, T.; Chopra, K.; Tyagi, V.V.; Anand, S.; Abdulateef, A.M.; Pandey, A.K. Sustainable Energy Progress via Integration of Thermal Energy Storage and Other Performance Enhancement Strategies in FPCs: A Synergistic Review. Sustainability 2023, 15, 13749. [Google Scholar] [CrossRef]
- IEA. Technology Roadmap—Energy Storage; IEA: Paris, France, 2014. [Google Scholar]
- Hossain, M.J.; Pota, H.R.; Mahmud, M.A.; Aldeen, M. Robust control for power sharing in microgrids with low-inertia wind and PV generators. IEEE Trans. Sustain. Energy 2015, 6, 1067–1077. [Google Scholar] [CrossRef]
- Abokhalil, A.G.; Alobaid, M.; Makky, A.A. Innovative Approaches to Enhance the Performance and Durability of Proton Exchange Membrane Fuel Cells. Energies 2023, 16, 5572. [Google Scholar] [CrossRef]
- Wang, S.; Tang, Y.; Shi, J.; Gong, K.; Liu, Y.; Ren, L.; Li, J. Design and advanced control strategies of a hybrid energy storage system for the grid integration of wind power generations. IET Renew. Power Gener. 2015, 9, 89–98. [Google Scholar] [CrossRef]
- Tani, A.; Camara, M.B.; Dakyo, B. Energy management in the decentralized generation systems based on renewable energy—Ultracapacitors and battery to compensate the wind/load power fluctuations. IEEE Trans. Ind. Appl. 2015, 51, 1817–1827. [Google Scholar] [CrossRef]
- IEA. Energy Technology Perspectives 2014; IEA: Paris, France, 2014. [Google Scholar]
- Department of Energy (DOE). Grid Energy Storage; DOE: Washington, DC, USA, 2014.
- Bae, S.; Kwasinski, A. Dynamic modeling and operation strategy for a microgrid with wind and photovoltaic resources. IEEE Trans. Smart Grid 2012, 3, 1867–1876. [Google Scholar] [CrossRef]
- Luna, A.C.; Diaz, N.L.; Graells, M.; Vasquez, J.C.; Guerrero, J.M. Mixed-integer-linear-programming-based energy management system for hybrid PV-wind-battery microgrids: Modeling, design, and experimental verification. IEEE Trans. Power Electron. 2017, 32, 2769–2783. [Google Scholar] [CrossRef]
- Olabi, A.; Abdelkareem, M.A.; Wilberforce, T.; Alkhalidi, A.; Salameh, T.; Abo-Khalil, A.G.; Hassan, M.M.; Sayed, E.T. Battery electric vehicles: Progress, power electronic converters, strength (S), weakness (W), opportunity (O), and threats (T). Int. J. Thermofluids 2022, 16, 100212. [Google Scholar] [CrossRef]
- Teng, J.-H.; Luan, S.-W.; Lee, D.-J.; Huang, Y.-Q. Optimal charging/discharging scheduling of battery storage systems for distribution systems interconnected with sizeable PV generation systems. IEEE Trans. Power Syst. 2013, 28, 1425–1433. [Google Scholar] [CrossRef]
- Mishra, S.; Pullaguram, D.; Buragappu, S.A.; Ramasubramanian, D. Single-phase synchronverter for a grid-connected roof top photovoltaic system. IET Renew. Power Gener. 2016, 10, 1187–1194. [Google Scholar] [CrossRef]
- Kiehbadroudinezhad, M.; Merabet, A.; Abo-Khalil, A.G.; Salameh, T.; Ghenai, C. Intelligent and Optimized Microgrids for Future Supply Power from Renewable Energy Resources: A Review. Energies 2022, 15, 3359. [Google Scholar] [CrossRef]
- Li, X.; Hui, D.; Lai, X. Battery Energy Storage Station (BESS)-Based Smoothing Control of Photovoltaic (PV) and Wind Power Generation Fluctuations. IEEE Trans. Sustain. Energy 2013, 4, 464–473. [Google Scholar] [CrossRef]
- Almasalma, H.; Deconinck, G. Simultaneous Provision of Voltage and Frequency Control by PV-Battery Systems. IEEE Access 2020, 8, 152820–152836. [Google Scholar] [CrossRef]
- Li, J.; You, H.; Qi, J.; Kong, M.; Zhang, S.; Zhang, H. Stratified Optimization Strategy Used for Restoration with Photovoltaic-Battery Energy Storage Systems as Black-Start Resources. IEEE Access 2019, 7, 127339–127352. [Google Scholar] [CrossRef]
- Merabet, A.; Ahmed, K.T.; Ibrahim, H.; Beguenane, R.; Ghias, A.M.Y.M. Energy management and control system for laboratory scale microgrid based wind-PV-battery. IEEE Trans. Sustain. Energy 2017, 8, 145–154. [Google Scholar] [CrossRef]
- Brenna, M.; Foiadelli, F.; Longo, M.; Zaninelli, D. Energy Storage Control for Dispatching Photovoltaic Power. IEEE Trans. Smart Grid 2018, 9, 2419–2428. [Google Scholar] [CrossRef]
- SANDIA. Market and Policy Barriers to Energy Storage Deployment; Sandia National Labolatories: Albuquerque, NM, USA, 2013. [Google Scholar]
- Sayed, K.; Abo-Khalil, A.G.; Alghamdi, A.S. Optimum Resilient Operation and Control DC Microgrid Based Electric Vehicles Charging Station Powered by Renewable Energy Sources. Energies 2019, 12, 4240. [Google Scholar] [CrossRef]
- Arnaoutakis; Georgios, E.; Kocher-Oberlehner, G.; Katsaprakakis, D.A. Criteria-Based Model of Hybrid Photovoltaic–Wind Energy System with Micro-Compressed Air Energy Storage. Mathematics 2023, 11, 391. [Google Scholar] [CrossRef]
- Olabi, A.; Wilberforce, T.; Sayed, E.T.; Abo-Khalil, A.G.; Maghrabie, H.M.; Elsaid, K.; Abdelkareem, M.A. Battery energy storage systems and SWOT (strengths, weakness, opportunities, and threats) analysis of batteries in power transmission. Energy 2022, 254, 123987. [Google Scholar] [CrossRef]
- Sioshansi, R.; Denholm, P.; Jenkin, T.; Weiss, J. Estimating the value of electricity storage in PJM: Arbitrage and some welfare effects. Energy Econ. 2009, 31, 269–277. [Google Scholar] [CrossRef]
- Connolly, D.; Lund, H.; Finn, P.; Mathiesen, B.; Leahy, M. Practical operation strategies for pumped hydroelectric energy storage (PHES) utilising electricity price arbitrage. Energy Policy 2011, 39, 4189–4196. [Google Scholar] [CrossRef]
- Dongxia, Y.; Jianhua, Z.; Xiaoyan, W.; Yuan, G. Optimal capacity allocation of grid-connected wind-solar storage hybrid power generation system. Proc. CSU-EPSA 2019, 59–65. [Google Scholar]
- Cheng, L.; Xiu, Y.; Meixia, Z.; Haibo, W.; Jianhua, Y.; Jie, C. Optimal configuration scheme of hybrid energy storage of supercapacitor and battery based on cost analysis. Autom. Electr. Power Syst. 2013, 37, 20–24. [Google Scholar]
- Pandžic, H.; Dvorkin, Y.; Carrion, M. Investments in merchant energy storage: Trading-off between energy and reserve markets. Appl. Energy 2018, 230, 277–286. [Google Scholar] [CrossRef]
- Kazempour, S.J.; Hosseinpour, M.; Moghaddam, M.P. Self-scheduling of a joint hydro and pumped-storage plants in energy spinning reserve and regulation markets. In Proceedings of the 2009 IEEE Power & Energy Society General Meeting, Calgary, AB, Canada, 26–30 July 2009; pp. 1–8. [Google Scholar]
- Nasrolahpour, E.; Kazempour, J.; Zareipour, H.; Rosehart, W.D. A bilevel model for participation of a storage system in energy and reserve markets. IEEE Trans. Sustain. Energy 2018, 9, 582–598. [Google Scholar] [CrossRef]
- Akhavan-Hejazi, H.; Mohsenian-Rad, H. Optimal operation of independent storage systems in energy and reserve markets with high wind penetration. IEEE Trans. Smart Grid 2014, 5, 1088–1097. [Google Scholar] [CrossRef]
- Bruninx, K.; Delarue, E. Endogenous probabilistic reserve sizing and allocation in unit commitment models: Cost-effective reliable and fast. IEEE Trans. Power Syst. 2017, 32, 2593–2603. [Google Scholar] [CrossRef]
- Chen, S.; Zhang, T.; Gooi, H.B.; Masiello, R.D.; Katzenstein, W. Penetration rate and effectiveness studies of aggregated BESS for frequency regulation. IEEE Trans. Smart Grid 2016, 7, 167–177. [Google Scholar] [CrossRef]
- Zhang, F.; Hu, Z.; Xie, X.; Zhang, J.; Song, Y. Assessment of the effectiveness of energy storage resources in the frequency regulation of a single-area power system. IEEE Trans. Power Syst. 2017, 32, 3373–3380. [Google Scholar] [CrossRef]
- Yao, E.; Wong, V.W.S.; Schober, R. Robust frequency regulation capacity scheduling algorithm for electric vehicles. IEEE Trans. on Smart Grid 2017, 8, 984–997. [Google Scholar] [CrossRef]
- Yao, F.; Chau, T.K.; Zhang, X.; Iu, H.H.-C.; Fernando, T. An Integrated Transmission Expansion and Sectionalizing-Based Black Start Allocation of BESS Planning Strategy for Enhanced Power Grid Resilience. IEEE Access 2020, 8, 148968–148979. [Google Scholar] [CrossRef]
- Xu, Z.; Yang, P.; Zheng, Q.; Zeng, Z. Study on Black Start Strategy of Microgrid with PV and Multiple Energy Storage Systems. In Proceedings of the 18th International Conference on Electrical Machines and Systems (ICEMS), Pattaya, Thailand, 25–28 October 2015. [Google Scholar]
Method | Type |
---|---|
Physical Storage (mechanical) | - Pumped Hydro Storage (PHS) |
- Compressed Air Energy Storage (CAES) | |
- Flywheels | |
Chemical Storage (electrochemical) | - Lithium-Ion Battery (LiB) |
- Sodium–Sulfur Battery (NaS) | |
- Lead Acid | |
- Redox Flow Battery (RFB) | |
Electromagnetic Storage | - Super-capacitor or Ultra-capacitor |
- Superconducting Magnetic Energy Storage (SMES) |
Storage Technology | Produced Energy | Purpose | Installation Location | Efficiency (%) | Initial Investment (USD/kW) |
---|---|---|---|---|---|
Pumped Hydro Storage | Electricity | Long-term | Supply | 50 | 85 |
CAES | Electricity | Long-term | Supply | 20 | 70 |
Battery | Electricity | Short-term | Supply/Demand | 75 | 95 |
Hydrogen Storage | Electricity | Long-term | Supply/Demand | 22 | 50 |
Flywheels | Electricity | Short-term | Transmission/Distribution | 90 | 95 |
Super-capacitor | Electricity | Short-term | Transmission/Distribution | 90 | 95 |
SMES | Electricity | Short-term | Transmission/Distribution | 90 | 95 |
UTES | Heat | Long-term | Supply | 50 | 90 |
Pit Storage | Heat | Medium Heat | Supply | 50 | 90 |
Thermochemical Storage | Heat | Low to High | Supply/Demand | 80 | 90 |
Molten Salts | Heat | High Heat | Supply | 40 | 93 |
Solid Media | Heat | Medium Heat | Demand | 50 | 90 |
Ice Storage | Heat | Low Heat | Demand | 75 | 90 |
Hot Water Storage (Home) | Heat | Medium Heat | Demand | 50 | 90 |
Cold Water Storage | Heat | Low Heat | Demand | 50 | 90 |
Method | Energy Storage Capacity (MWh) | Energy Density (Wh/L) | System Life (Years) | Installation Constraints | Charge–Discharge Efficiency (%) | Uniform Cost ($/MWh) |
---|---|---|---|---|---|---|
Pumped Hydro | 500–8000 | 0.5–1.5 | 40–60 | Large dam required | 70–85 | 150–200 |
Compressed Air | −1000 | 3–6 | 20–40 | Large underground cavity required | 40–70 | 120–140 |
Lithium-ion | −10 | 200–500 | 5–15 | None | 75–90 | 270–560 |
Liquid Air | 25–1200 | 120–200 | +30 | None | +60 | 230–280 |
Load Leveling (Arbitrage) | Supply Capacity | Load Following | Frequency Regulation | Reserve Capacity | Voltage Management | Transmission Congestion Relief | Transmission and Distribution Investment Deferral | TOU (Time-of-Use) Charge Management | Peak Surcharge | Power Reliability | Power Quality | Renewable Integration | Renewable Grid Connection | Wind Power Grid Connection | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Load Leveling (Arbitrage) | E | G | F | G | E | E | E | I | I | I | I | F | F | F | |
Supply Capacity | E | G | F | G | E | G | E | I | I | I | I | F | F | I | |
Load Following | G | G | F | G | G | F | G | F | F | I | I | F | I | I | |
Frequency Regulation | F | F | F | F | I | F | I | I | I | I | I | P | P | I | |
Reserve Capacity | G | G | G | F | E | F | F | F | F | I | I | F | F | ||
Voltage Management | E | E | G | I | E | G | E | G | G | G | G | G | G | I | |
Transmission Congestion Relief | E | G | F | F | F | G | G | G | G | P | I | F | F | I | |
Transmission and Distribution Investment Deferral | E | E | G | I | G | E | G | G | G | P | G | G | G | I | |
TOU Charge Management | I | I | F | I | G | G | G | G | E | E | E | G | G | I | |
Peak Surcharge | I | I | F | I | G | G | G | G | E | E | E | F | E | I | |
Power Reliability | I | I | I | I | I | F | P | P | E | E | E | F | F | I | |
Power Quality | I | I | I | I | I | F | I | I | E | E | E | I | I | I | |
Renewable Integration | G | G | G | P | G | G | G | G | G | G | G | I | E | ||
Renewable Grid Connection | G | F | I | P | G | G | G | G | G | E | G | I | E | G | |
Wind Power Grid Connection | F | I | I | I | I | I | I | I | I | I | I | I | F | F |
Step | Description |
---|---|
Step 1 | A small diesel generator is installed in a hydropower plant (BSDG). |
Step 2 | Utilize the power supply of the small diesel generator to start the hydropower generator. |
Step 3 | Use the produced power of the hydropower plant to supply priority generators through designated transmission lines. |
Step 4 | Utilize the hydropower’s produced power to start priority supply generators (such as base load coal-fired generators). |
Step 5 | Use the base load generator’s power supply to start all other power plants (e.g., nuclear power plants) to recover the system. |
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Abo-Khalil, A.G.; Alobaid, M. A Guide to the Integration and Utilization of Energy Storage Systems with a Focus on Demand Resource Management and Power Quality Enhancement. Sustainability 2023, 15, 14680. https://doi.org/10.3390/su152014680
Abo-Khalil AG, Alobaid M. A Guide to the Integration and Utilization of Energy Storage Systems with a Focus on Demand Resource Management and Power Quality Enhancement. Sustainability. 2023; 15(20):14680. https://doi.org/10.3390/su152014680
Chicago/Turabian StyleAbo-Khalil, Ahmed G., and Mohammad Alobaid. 2023. "A Guide to the Integration and Utilization of Energy Storage Systems with a Focus on Demand Resource Management and Power Quality Enhancement" Sustainability 15, no. 20: 14680. https://doi.org/10.3390/su152014680