4 papers
Comparative Evaluation of MILP, MPC, and Reinforcement Learning for Commercial Battery Dispatch Under Time-of-Use Tariffs
Hafiz Majid Hussain, Wajiha Samar, Lurian Klein +1
Battery energy storage systems (BESS) paired with rooftop photovoltaics (PVs) can deliver measurable cost savings under time-of-use (TOU) electricity tariffs; however, the relative…
Assessing the Technical and Environmental Impacts of Energy Management Systems in Smart Ports
Youzhe Yang, Hafiz Majid Hussain, Juha Haakana +1
A vital strategy for ports to mitigate the environmental impact of the maritime industry, while complying with frameworks such as the European Green Deal and the Sustainable Develo…
Pricing Mechanisms versus Non-Pricing Mechanisms for Demand Side Management in Microgrids
Cassia Nunes Almeida, Arun Narayanan, Hafiz Majid Hussain +1
In this paper, we compare pricing and non-pricing mechanisms for implementing demand-side management (DSM) mechanisms in a neighborhood in Helsinki, Finland. We compare load steeri…
Crossover-BPSO Driven Multi-Agent Technology for Managing Local Energy Systems
Hafiz Majid Hussain, Ashfaq Ahmad. Pedro H. J. Nardelli
This article presents a new hybrid algorithm, crossover binary particle swarm optimization (crBPSO), for allocating resources in local energy systems via multi-agent (MA) technolog…