[HTML][HTML] A Green Hydrogen Energy System: Optimal control strategies for integrated hydrogen storage and power generation with wind energy

AH Schrotenboer, AAT Veenstra… - … and Sustainable Energy …, 2022 - Elsevier
The intermittent nature of renewable energy resources such as wind and solar causes the
energy supply to be less predictable leading to possible mismatches in the power network …

[HTML][HTML] Forecasting: theory and practice

F Petropoulos, D Apiletti, V Assimakopoulos… - International Journal of …, 2022 - Elsevier
Forecasting has always been at the forefront of decision making and planning. The
uncertainty that surrounds the future is both exciting and challenging, with individuals and …

[HTML][HTML] Stochastic dynamic vehicle routing in the light of prescriptive analytics: A review

N Soeffker, MW Ulmer, DC Mattfeld - European Journal of Operational …, 2022 - Elsevier
Stochastic dynamic vehicle routing problems have become an essential part of logistics and
mobility services. In such problems, a sequence of vehicle routing decisions has to be made …

[КНИГА][B] Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions: by Warren B. Powell (ed.), Wiley (2022). Hardback …

I Halperin - 2022 - Taylor & Francis
What is reinforcement learning? How is reinforcement learning different from stochastic
optimization? And finally, can it be used for applications to quantitative finance for my current …

Opportunities for reinforcement learning in stochastic dynamic vehicle routing

FD Hildebrandt, BW Thomas, MW Ulmer - Computers & operations …, 2023 - Elsevier
There has been a paradigm-shift in urban logistic services in the last years; demand for real-
time, instant mobility and delivery services grows. This poses new challenges to logistic …

Multisector dynamics: Advancing the science of complex adaptive human‐Earth systems

PM Reed, A Hadjimichael, RH Moss, C Brelsford… - Earth's …, 2022 - Wiley Online Library
Abstract The field of MultiSector Dynamics (MSD) explores the dynamics and co‐
evolutionary pathways of human and Earth systems with a focus on critical goods, services …

A survey on home energy management

J Leitao, P Gil, B Ribeiro, A Cardoso - IEEE Access, 2020 - ieeexplore.ieee.org
Energy is a vital resource for human activities and lifestyle, powering important everyday
infrastructures and services. Currently, pollutant and non-renewable sources, such as fossil …

A state‐of‐the‐art review of optimal reservoir control for managing conflicting demands in a changing world

M Giuliani, JR Lamontagne, PM Reed… - Water Resources …, 2021 - Wiley Online Library
The state of the art for optimal water reservoir operations is rapidly evolving, driven by
emerging societal challenges. Changing values for balancing environmental resources …

A review of stochastic programming methods for optimization of process systems under uncertainty

C Li, IE Grossmann - Frontiers in Chemical Engineering, 2021 - frontiersin.org
Uncertainties are widespread in the optimization of process systems, such as uncertainties
in process technologies, prices, and customer demands. In this paper, we review the basic …

The restaurant meal delivery problem: Dynamic pickup and delivery with deadlines and random ready times

MW Ulmer, BW Thomas, AM Campbell… - Transportation …, 2021 - pubsonline.informs.org
We consider a stochastic dynamic pickup and delivery problem in which a fleet of drivers
delivers food from a set of restaurants to ordering customers. The objective is to dynamically …