Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Techno-economic analysis of the impact of dynamic electricity prices on solar penetration in a smart grid environment with distributed energy storage

Journal Article · · Applied Energy
 [1];  [2];  [2]
  1. Univ. of Utah, Salt Lake City, UT (United States); University of Utah
  2. Univ. of Utah, Salt Lake City, UT (United States)

This study investigates the technical and economic feasibility of using high levels of solar energy penetration up to 400 MW into a smart grid system of 60,000 smart houses. A novel non-cooperative Stackelberg game is introduced that incorporates the profitability of the supply-side and helps in solving problems related to overgeneration and photovoltaic curtailment. The non-cooperative game is intended to find the optimal dynamic prices that would leverage distributed storage through the demand-side to stabilize the power grid operation. Ten cases are studied with five photovoltaic plant sizes and two battery designs. Here, a novel quantitative analysis of high levels of solar penetration as a percentage of the total electricity demand is introduced to evaluate the technical feasibility of the studied cases. To evaluate the economic viability of the proposed smart grid system, four metrics were used: the levelized cost of energy, the levelized cost of storage, the payback period, and the net present value. Two out of ten studied cases were concluded to be the most promising cases, one with a solar photovoltaic plant size of 200 MW and the other with 300 MW. The case with 300 MW solar plant is preferred as it paves the way for more solar energy deployment with a solar penetration percentage up to 67.78%. This case had a payback period of 10.72 years and a net present value of $$\$$51.44$ M for the solar plant and a payback period of 12.06 years and a net present value of $$\$$40.75$ M for the demand-side.

Research Organization:
Univ. of Utah, Salt Lake City, UT (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
Grant/Contract Number:
EE0007712
OSTI ID:
1864029
Alternate ID(s):
OSTI ID: 2325190
OSTI ID: 23188622
Journal Information:
Applied Energy, Journal Name: Applied Energy Vol. 282; ISSN 0306-2619
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (39)

Dynamic behavior of multi-carrier energy market in view of investment incentives journal September 2019
Flexible electricity use for heating in markets with renewable energy journal May 2020
The economic value of a centralized approach to distributed resource investment and operation journal July 2020
Quantifying the benefits of electric vehicles on the future electricity grid in the midwestern United States journal July 2020
Economic analysis of batteries: Impact on security of electricity supply and renewable energy expansion in Germany journal October 2020
Photovoltaic systems on dairy farms: Financial and renewable multi-objective optimization (FARMOO) analysis journal November 2020
Novel hybrid solar tower-gas turbine combined power cycles using supercritical carbon dioxide bottoming cycles journal September 2020
Use and misuse of the net present value in environmental studies journal August 2020
Solving the duck curve in a smart grid environment using a non-cooperative game theory and dynamic pricing profiles journal September 2020
Facilitation of renewable electricity using price based appliance control in Ireland’s electricity market journal May 2011
A smart load management system based on the grasshopper optimization algorithm using the under-frequency load shedding approach journal January 2020
Fast initialization methods for the nonconvex economic dispatch problem journal June 2020
Techno-economic analysis of battery storage and curtailment in a distribution grid with high PV penetration journal June 2018
Critical point calculations of multi-component reservoir fluids using nature-inspired metaheuristic algorithms journal February 2016
Management and coordination of LTC, SVR, shunt capacitor and energy storage with high PV penetration in power distribution system for voltage regulation and power loss minimization journal September 2018
Voltage regulation-oriented co-planning of distributed generation and battery storage in active distribution networks journal February 2019
Co-optimization generation and transmission planning for maximizing large-scale solar PV integration journal June 2020
Real-time pricing for smart grid with multi-energy microgrids and uncertain loads: a bilevel programming method journal December 2020
Agricultural demand response for decarbonizing the electricity grid journal May 2019
Two-stage optimal scheduling of air conditioning resources with high photovoltaic penetrations journal December 2019
Dynamic simulation and techno-economic analysis of a concentrated solar power (CSP) plant hybridized with both thermal energy storage and natural gas journal March 2020
Mine operations as a smart grid resource: Leveraging excess process storage capacity to better enable renewable energy sources journal January 2020
A survey on residential Demand Side Management architecture, approaches, optimization models and methods journal June 2016
Assessment techniques of the impact of grid-tied rooftop photovoltaic generation on the power quality of low voltage distribution network - A review journal March 2020
An economic and policy case for proactive home energy management systems with photovoltaics and batteries journal January 2019
Economic drivers of wind and solar penetration in the US journal November 2019
Heuristic search algorithms for optimal locations and sizing of distributed generators in the grid: A brief recent review conference February 2018
An Improved Binary Grey Wolf Optimizer (IBGWO) for Unit Commitment Problem in Thermal Generation conference December 2019
Dynamic Retail Pricing for Load Serving Entity Under Significant Renewable Energy Penetration conference December 2018
Study of Smart Grid Protection Challenges with High Photovoltaic Penetration conference October 2019
Energy Sharing Management for Microgrids With PV Prosumers: A Stackelberg Game Approach journal June 2017
Optimal Allocation of ESS in Distribution Systems With a High Penetration of Wind Energy journal November 2010
A Graphical Performance-Based Energy Storage Capacity Sizing Method for High Solar Penetration Residential Feeders journal January 2017
Upgrading Voltage Control Method Based on Photovoltaic Penetration Rate journal September 2018
Grid Shock: Coordinated Load-Changing Attacks on Power Grids: The Non-Smart Power Grid is Vulnerable to Cyber Attacks as Well
  • Dabrowski, Adrian; Ullrich, Johanna; Weippl, Edgar R.
  • ACSAC 2017: 2017 Annual Computer Security Applications Conference, Proceedings of the 33rd Annual Computer Security Applications Conference https://doi.org/10.1145/3134600.3134639
conference December 2017
Smart Scheduling of a Batch Manufacturer’s Operations by Utilization of a Genetic Algorithm to Minimize Electrical Demand journal February 2019
Overgeneration from Solar Energy in California. A Field Guide to the Duck Chart report November 2015
A Review of Strategies to Increase PV Penetration Level in Smart Grids journal February 2020
Using Real-Time Electricity Prices to Leverage Electrical Energy Storage and Flexible Loads in a Smart Grid Environment Utilizing Machine Learning Techniques journal November 2019