Possibilistic-Scenario Model for DG Impact Assessment on Distribution Networks in an Uncertain Environment

Optimal DR and ESS Scheduling for Distribution Losses Payments Minimization Under Electricity Price Uncertainty

“…These techniques include stochastic scenario modeling (Fig.1a ) [8], fuzzy modeling (Fig.1b ) [27] and robust optimization (Fig.1c) [28]. Using each technique requires certain information regarding the uncertain parameter.…”

Information Gap Decision Theory-Based Congestion and Voltage Management in the Presence of Uncertain Wind Power

“…Broadly speaking, when dealing with an uncertain parameter, there are three methods that look to characterize the uncertainty and perform deterministic analysis. These methods are probabilistic methods, possibilistic methods and a hybrid method; a combination of probabilistic and possibilistic [15], [16]. A drawback of these methods is their ability to perform with severe uncertainty.…”

Information Gap Decision Theory Based OPF With HVDC Connected Wind Farms

“…-Scenario based modeling [7], [8] • Fuzzy approach [9] • Robust optimization [10] Each technique has its own "pros and cons". For example, stochastic techniques require knowledge of the probability density function of uncertain parameter.…”