Valuation of measurement data for low voltage network expansion planning

an approach for distribution network expansion planning considering reliability issues

this paper develops a model for distribution network expansion planning (dnep) considering reliability issues. with simultaneous switch placement and dnep, the proposed model tries to adequately consider the reliability issues in the planning stage in a way that the designed network has suitable performance from the reliability viewpoint. the reinforcement or installation of mv feeders and hv/m...

Planning of Distribution Networks for Medium Voltage and Low Voltage

Medium-Voltage Distribution Network Expansion Planning with Gene-pool Optimal Mixing Evolutionary Algorithms

Medium-voltage distribution network expansion planning involves finding the most economical adjustments of both the capacity and the topology of the network such that no operational constraints are violated and the expected loads, that the expansion is planned for, can be supplied. This paper tackles this important real-world problem using realistic yet computationally feasible models and, for ...

Generative Low-shot Network Expansion

Conventional deep learning classifiers are static in the sense that they are trained on a predefined set of classes and learning to classify a novel class typically requires re-training. In this work, we address the problem of Low-Shot network-expansion learning. We introduce a learning framework which enables expanding a pre-trained (base) deep network to classify novel classes when the number...

Valuation of Flexibility in Optical Layer Network Planning: a case study for a Belgian network

This paper discusses the economic evaluation of different fiber deployment scenarios on the optical network layer, based on dark fiber and wavelength lease. Upfront planning based on predicted traffic leads to a network expansion plan which is probably not optimal for the actual traffic evolution. Real Options valuation determines the value of choosing a certain network deployment scenario, tak...