Xinyu Chen
Harvard University
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Featured researches published by Xinyu Chen.
IEEE Transactions on Power Systems | 2015
Xinyu Chen; Chongqing Kang; Mark O'Malley; Qing Xia; Jianhua Bai; Chun Liu; Rongfu Sun; Weizhou Wang; Hui Li
With the largest installed capacity in the world, wind power in China is experiencing a ~ 20% curtailment during operation. The large portion of the generation capacity from inflexible combined heat and power (CHP) is the major barrier for integrating this variable power source. This paper explores opportunities for increasing the flexibility of CHP units using electrical boilers and heat storage tanks for better integration of wind power. A linear model is proposed for the centralized dispatch for integrated energy systems considering both heat and power, with detailed modeling of the charging processes of the heat storage tanks. The model balances heat and power demands in multiple areas and time periods with various energy sources, including CHP, wind power, electrical boilers, and heat storage. The impact of introducing electrical boilers and heat storage systems is examined using a simple test system with characteristics similar to those of the power systems in Northern China. Our results show that both electrical boilers and heat storage tanks can improve the flexibility of CHP units: introducing electrical boilers is more effective at reducing wind curtailment, whereas heat storage tanks save more energy in the energy system as a whole, which reflect a different heating efficiency of the two solutions.
Environmental Science & Technology | 2014
Xinyu Chen; Xi Lu; Michael B. McElroy; Chris P. Nielsen; Chongqing Kang
Demands for electricity and energy to supply heat are expected to expand by 71% and 47%, respectively, for Beijing in 2020 relative to 2009. If the additional electricity and heat are supplied solely by coal as is the current situation, annual emissions of CO2 may be expected to increase by 59.6% or 99 million tons over this interval. Assessed against this business as usual (BAU) background, the present study indicates that significant reductions in emissions could be realized using wind-generated electricity to provide a source of heat, employed either with heat pumps or with electric thermal storage (ETS) devices. Relative to BAU, reductions in CO2 with heat pumps assuming 20% wind penetration could be as large as 48.5% and could be obtained at a cost for abatement of as little as
IEEE Transactions on Power Systems | 2014
Xinyu Chen; Chongqing Kang; Xing Tong; Qing Xia; Junfeng Yang
15.6 per ton of avoided CO2. Even greater reductions, 64.5%, could be realized at a wind penetration level of 40% but at a higher cost,
IEEE Transactions on Power Systems | 2018
Xinyu Chen; Michael Brendon McElroy; Chongqing Kang
29.4 per ton. Costs for reduction of CO2 using ETS systems are significantly higher, reflecting the relatively low efficiency for conversion of coal to power to heat.
power and energy society general meeting | 2015
Peng Zou; Qixin Chen; Qing Xia; Chongqing Kang; Guannan He; Xinyu Chen
As a critical data input of security constraint unit commitment, bus load forecasting is currently conducted on a bus-by-bus fashion to improve the forecasting accuracy in most provinces in China. On such substation level forecasting, data quality is much worse than the aggregated power demand for the whole system, and identifying and restoring the inaccurate measurement and abnormal disturbance to retrieve the historical trend of load is urged to improve the forecasting accuracy. In this paper, a two-stage identification and restoration method is presented. The typical patterns of inaccurate measurement and abnormal disturbance are detected in the first stage based on statistical criteria independent with normal distribution. Historical trend is further retrieved in the second stage using frequency domain decomposition, and a typical daily curve is generated to compare with the data measurements. The deviations of the data measurements from the typical daily curve obey normal distribution and are used as criteria in the second stage. The effectiveness of the proposed methodology has been confirmed by examples in real bus load forecasting systems in this paper.
Environmental Science & Technology | 2014
Xi Lu; Michael B. McElroy; Xinyu Chen; Chongqing Kang
With the largest installed capacity in the world, wind power in China is experiencing a ∼20% curtailment. The inflexible combined heat and power (CHP) has been recognized as the major barrier for integrating the wind source. The approach to reconcile the conflict between inflexible CHP units and variable wind power in Chinese energy system is yet unclear. This paper explores the technical and economic feasibility of deploying the heat storage tanks and electric boilers under typical power grids and practical operational regulations. A mixed integer linear optimization model is proposed to simulate an integrated power and heating energy systems, including a CHP model capable of accounting for the commitment decisions and nonconvex energy generation constraints. The model is applied to simulate a regional energy system (Jing–Jin–Tang) covering 100-million population, with hourly resolution over a year, incorporating actual data, and operational regulations. The results project an accelerating increase in wind curtailment rate at elevated wind penetration. Investment for wind breaks even at 14% wind penetration. At such penetration, the electric boiler (with heat storage) is effective in reducing wind curtailment. The investment in electric boilers is justified on a social economic basis, but the revenues for different stakeholders are not distributed evenly.
CSEE Journal of Power and Energy Systems | 2017
Michael Brendon McElroy; Xinyu Chen
The generation mix is continuously varying all over the world and the electricity market equilibrium analysis in this new conditions is vital to the market designer, regulator, operator and participants. Therefore, this paper thoroughly investigates the impact of the changing generation mix on the market equilibrium based on the Cournot competition model. In order to improve the computation efficiency, a novel re-formulation approach is proposed to transform the multi-individual profit-maximization problems of the Cournot model into a single-level integrated optimization problem by introduction of the potential function. Taking advantage of this new technique, several scenarios, which respectively and collectively take the wind power, solar power, and energy storages into consideration, are computed and analyzed in detail. The numerical results validate the effectiveness of the proposed reformulation method and disclose the variation of the market price in condition of the different generation mix.
Scientific Reports | 2017
Peter Sherman; Xinyu Chen; Michael B. McElroy
Although capacity credits for wind power have been embodied in power systems in the U.S. and Europe, the current planning framework for electricity in China continues to treat wind power as a nondispatchable source with zero contribution to firm capacity. This study adopts a rigorous reliability model for the electric power system evaluating capacity credits that should be recognized for offshore wind resources supplying power demands for Jiangsu, China. Jiangsu is an economic hub located in the Yangtze River delta accounting for 10% of the total electricity consumed in China. Demand for electricity in Jiangsu is projected to increase from 331 TWh in 2009 to 800 TWh by 2030. Given a wind penetration level of 60% for the future additional Jiangsu power supply, wind resources distributed along the offshore region of five coastal provinces in China (Shandong, Jiangsu, Shanghai, Zhejiang, and Fujian) should merit a capacity credit of 12.9%, the fraction of installed wind capacity that should be recognized to displace coal-fired systems without violating the reliability standard. In the high-coal-price scenario, with 60% wind penetration, reductions in CO2 emissions relative to a business as usual reference could be as large as 200.2 million tons of CO2 or 51.8% of the potential addition, with a cost for emissions avoided of
ieee international conference on power system technology | 2016
Xingning Han; Shiwu Liao; Jinyu Wen; Xinyu Chen
29.0 per ton.
Applied Energy | 2016
Ning Zhang; Xi Lu; Michael Brendon McElroy; Chris P. Nielsen; Xinyu Chen; Yu Deng; Chongqing Kang
The United States has committed to reduce its greenhouse gas emissions by 26%-28% by 2025 and by 83% by 2050 relative to 2005. Meeting these objectives will require major investments in renewable energy options, particularly wind and solar. These investments are promoted at the federal level by a variety of tax credits, and at the state level by requirements for utilities to include specific fractions of renewable energy in their portfolios (Renewable Portfolio Standards) and by opportunities for rooftop PV systems to transfer excess power to utilities through net metering, allowing meters to operate in reverse. The paper discusses the current status of these incentives.