Generalized Energy Storage Model-In-the-Loop Suitable for Energy Star and CTA-2045 Control Types

Gong, Huangjie; Jones, Evan S.; Jakaria, A H M; Huque, Aminul; Renjit, Ajit A.; Ionel, Dan M.

doi:10.1109/ecce47101.2021.9595892

Cited by 4 publications

(1 citation statement)

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“…Such accurate circuit modeling and the prospective incorporation of AMI data to improve granularity in load modeling offers improved evaluation accuracy of effects from optimal planning and control. As an alternative to AMI, advanced load modeling through energy simulation of buildings and weather-dependant appliances is also of consideration [35]- [39].…”

Section: Power Distribution System Modeling and Simulationmentioning

confidence: 99%

Optimal Capacitor Placement and Rating for Large-Scale Utility Power Distribution Systems Employing Load-Tap-Changing Transformer Control

et al. 2023

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Significant opportunity for savings in energy and investment through improved performance of power distribution systems exists in the optimal placement and rating of capacitors, a conventionally costeffective and popular reactive power compensating technology. A novel optimal capacitor planning (OCP) procedure is proposed for large-scale utility power distribution systems, which is exemplified on an existing utility circuit of approximately 4,000 buses. An initial sensitivity analysis is employed to intelligently reduce OCP computation time and maintain quality of optimal configurations. Three optimization objectives are considered, including the minimization of total system active power losses, standard deviation of node voltages, and investment in total capacitor power rating. Eight multi-objective optimization methods that employ the non-dominated sorting algorithm III (NSGA-III) concept are compared to determine individual merits. Differences between the methods include the incorporation of a penalty constraint for voltage violations and the automatic readjustment of load-tap-changing (LTC) transformer tap settings for proposed capacitor re-configurations concurrently within the optimizer, which ensures peak system performance and fair comparison to the reference case. A multi-step model conversion process was developed with OpenDSS to enable the OCP procedure to be generally applicable to real large-scale utility circuits. OCP is performed for three example sub-circuits served by a substation with a 48MW, 9Mvar peak load, which represents the most extreme case and offers the best opportunity for savings. Example configurations from the resulting Pareto sets through a pseudo-weight vector approach are also analyzed through a systematic procedure of comparison between the most extreme configuration types to inform configuration selection.

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Section: Power Distribution System Modeling and Simulationmentioning

confidence: 99%