This paper considers the economic dispatch problem for a network of power generators and customers. In particular, our aim is to minimize the total generation cost under the power supply-demand balance and the individual generation capacity constraints. This problem is solved in a distributed manner, i.e., a dual gradient-based continuous-time distributed algorithm is proposed in which only a single dual variable is communicated with the neighbors and no private information of the node is disclosed. The proposed algorithm is simple and no specific initialization is necessary, and this in turn allows on-line change of network structure, demand, generation constraints, and even the participating nodes. The algorithm also exhibits a special behavior when the problem becomes infeasible so that each node can detect over-demand or under-demand situation of the power network. Simulation results on IEEE 118 bus system confirm robustness against variations in power grids.
Distributed Economic Dispatch Scheme of A BESS Network with A Switching Utility Grid in Energy Internet Paradigm via Reset Consensus Method
College of Electrical Engineering, Zhejiang University(浙江大学电气工程学院);College of Artificial Intelligence, Nankai University(南开大学人工智能学院);Hainan Institute, Zhejiang University(浙江大学海南研究院)
Secure Set-based State Estimation for Safety-Critical Applications under Adversarial Attacks on Sensors
Digital Futures and Department of Decision and Control Systems, EECS, KTH Royal Institute of Technology(数字未来学院与控制系,电气电子计算机科学与工程学系,皇家理工学院);Department of Mechanical Engineering, Eindhoven University of Technology(机械工程系,埃因霍温理工大学);School of Computation, Information and Technology, Technical University of Munich(计算、信息与技术学院,慕尼黑工业大学)