Smart and Sustainable Power Systems

4

Scheduling Models and Methods for Efficient and Reliable Operations

Emmanouil A. Bakirtzis, Evaggelos G. Kardakos, Stylianos I. Vagropoulos, Christos K. Simoglou, and Anastasios G. Bakirtzis

CONTENTS

4.1    Introduction

4.2    Scenario Generation for the Modeling of the Random System and Unit Parameters

4.2.1    Introduction

4.2.2    General Description and State-of-the-Art Literature Review

4.2.3    Scenario Generation for System Load and RES Injection

4.2.3.1    Forecasting with ANNs

4.2.3.2    Scenario Generation with ANNs

4.2.3.3    Scenario Generation for Cross-Correlated Stochastic Processes

4.2.3.4    Scenario Reduction Techniques

4.2.4    Scenario Generation for Unit Availability

4.2.5    Numerical Application

4.2.5.1    Scenario ...