Search Results - "Kirschen, Daniel S."

A Hybrid Stochastic/Interval Approach to Transmission-Constrained Unit Commitment by Dvorkin, Yury, Pandzic, Hrvoje, Ortega-Vazquez, Miguel A., Kirschen, Daniel S.

“…This paper proposes a new transmission-constrained unit commitment method that combines the cost-efficient but computationally demanding stochastic…”
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Planning Pumped Storage Capacity for Wind Power Integration by Zhang, Ning, Kang, Chongqing, Kirschen, Daniel S., Xia, Qing, Xi, Weimin, Huang, Junhui, Zhang, Qian

“…Pumped storage can provide some of the flexibility that power system operators need to balance load and generation in an uncertain environment, and thus…”
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Improved PV Forecasts for Capacity Firming by Keerthisinghe, Chanaka, Mickelson, Evan, Kirschen, Daniel S., Shih, Nathan, Gibson, Scott

“…Some balancing authorities give owners of medium to large photovoltaic (PV) generation plants a choice between firming the production of their plants using…”
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Combining Probabilistic Load Forecasts by Wang, Yi, Zhang, Ning, Tan, Yushi, Hong, Tao, Kirschen, Daniel S., Kang, Chongqing

“…Probabilistic load forecasts provide comprehensive information about future load uncertainties. In recent years, many methodologies and techniques have been…”
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Standardized Matrix Modeling of Multiple Energy Systems by Wang, Yi, Zhang, Ning, Kang, Chongqing, Kirschen, Daniel S., Yang, Jingwei, Xia, Qing

“…Multiple energy systems (MESs) bring together the electric power, heat, natural gas, and other systems to improve the overall efficiency of the energy system…”
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Optimal Battery Participation in Frequency Regulation Markets by Xu, Bolun, Shi, Yuanyuan, Kirschen, Daniel S., Zhang, Baosen

“…Battery participants in performance-based frequency regulation markets must consider the cost of battery aging in their operating strategies to maximize market…”
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Data-Driven Probabilistic Net Load Forecasting With High Penetration of Behind-the-Meter PV by Wang, Yi, Zhang, Ning, Chen, Qixin, Kirschen, Daniel S., Li, Pan, Xia, Qing

“…Distributed renewable energy, particularly photovoltaics (PV), has expanded rapidly over the past decade. Distributed PV is located behind the meter and is,…”
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Deep Learning-Based Socio-Demographic Information Identification From Smart Meter Data by Wang, Yi, Chen, Qixin, Gan, Dahua, Yang, Jingwei, Kirschen, Daniel S., Kang, Chongqing

“…Smart meters provide large amounts of data and the value of this data is getting increased attention because a better understanding of the characteristics of…”
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Decision-Making Models for the Participants in Cloud Energy Storage by Liu, Jingkun, Zhang, Ning, Kang, Chongqing, Kirschen, Daniel S., Xia, Qing

“…Residential and small commercial consumers could use distributed energy storage devices to reduce their electricity bills under variable electricity prices to…”
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Risk Exposure, Externalization and Allocation in Unbundled Power Systems by Kirschen, Daniel S.

“…Each stakeholder in a power system not only carries some risk, but also creates risks for others and has the ability to mitigate these risks. For some, these…”
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Modeling of Lithium-Ion Battery Degradation for Cell Life Assessment by Xu, Bolun, Oudalov, Alexandre, Ulbig, Andreas, Andersson, Goran, Kirschen, Daniel S.

“…Rechargeable lithium-ion batteries are promising candidates for building grid-level storage systems because of their high energy and power density, low…”
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Bi-Level Volt/VAR Optimization in Distribution Networks With Smart PV Inverters by Long, Yao, Kirschen, Daniel S.

“…Optimal Volt/VAR control (VVC) in distribution networks relies on an effective coordination between the conventional utility-owned mechanical devices and the…”
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Stochastic Multistage Coplanning of Transmission Expansion and Energy Storage by Ting Qiu, Bolun Xu, Yishen Wang, Dvorkin, Yury, Kirschen, Daniel S.

“…Transmission expansion and energy storage increase the flexibility of power systems and, hence, their ability to deal with uncertainty. Transmission lines have…”
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Distribution Systems Hardening Against Natural Disasters by Tan, Yushi, Das, Arindam K., Arabshahi, Payman, Kirschen, Daniel S.

“…Distribution systems are often crippled by catastrophic damage caused by a natural disaster. Well-designed hardening can significantly improve the performance…”
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Probabilistic Security Analysis of Optimal Transmission Switching by Henneaux, Pierre, Kirschen, Daniel S.

“…Optimal transmission switching (OTS) optimizes simultaneously the generation dispatch and the topology of a power system. It has been shown that taking some…”
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Real-Time Prediction of the Duration of Distribution System Outages by Jaech, Aaron, Zhang, Baosen, Ostendorf, Mari, Kirschen, Daniel S.

“…This paper addresses the problem of predicting duration of unplanned power outages, using historical outage records to train a series of neural network…”
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Scheduling Post-Disaster Repairs in Electricity Distribution Networks by Tan, Yushi, Qiu, Feng, Das, Arindam K., Kirschen, Daniel S., Arabshahi, Payman, Wang, Jianhui

“…Natural disasters, such as hurricanes, earthquakes, and large wind or ice storms, typically cause damages to a large number of components in electricity…”
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Enhanced Security-Constrained Unit Commitment With Emerging Utility-Scale Energy Storage by Yunfeng Wen, Chuangxin Guo, Pandzic, Hrvoje, Kirschen, Daniel S.

“…We introduce emerging utility-scale energy storage (e.g., batteries) as part of the set of control measures in a corrective form of the security-constrained…”
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Sparse Oblique Decision Tree for Power System Security Rules Extraction and Embedding by Hou, Qingchun, Zhang, Ning, Kirschen, Daniel S., Du, Ershun, Cheng, Yaohua, Kang, Chongqing

“…Increasing the penetration of variable generation has a substantial effect on the operational reliability of power systems. The higher level of uncertainty…”
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Toward Cost-Efficient and Reliable Unit Commitment Under Uncertainty by Pandzic, Hrvoje, Dvorkin, Yury, Ting Qiu, Yishen Wang, Kirschen, Daniel S.

“…Large-scale integration of wind farms causes volatile bus net injections. Although these fluctuations are anticipated, their timing, magnitude and duration…”
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