[HTML][HTML] Secure federated evolutionary optimization—a survey
With the development of edge devices and cloud computing, the question of how to
accomplish machine learning and optimization tasks in a privacy-preserving and secure way …
accomplish machine learning and optimization tasks in a privacy-preserving and secure way …
Surrogate-assisted many-objective optimization of building energy management
Building energy management usually involves a number of objectives, such as investment
costs, thermal comfort, system resilience, battery life, and many others. However, most …
costs, thermal comfort, system resilience, battery life, and many others. However, most …
[HTML][HTML] Hierarchical MPC for building energy management: Incorporating data-driven error compensation and mitigating information asymmetry
The increasing adoption of renewable energy sources (RESs) in public power grids has led
to a demand for more intelligent energy management systems (EMSs) in large-scale …
to a demand for more intelligent energy management systems (EMSs) in large-scale …
[HTML][HTML] Identification of energy management configuration concepts from a set of pareto-optimal solutions
Implementing resource efficient energy management systems in facilities and buildings
becomes increasingly important in the transformation to a sustainable society. However …
becomes increasingly important in the transformation to a sustainable society. However …
[HTML][HTML] SELECTION OF THE LOCATION OF THE DISTRIBUTION CENTER FOR AGRICULTURAL PRODUCTSSELECTION OF THE LOCATION OF THE …
M Nedeljković, M Bajagić… - Економика пољопривреде, 2023 - cyberleninka.ru
The aim of the study was to use a multi-criteria decisionmaking method to make a rational
choice for a new location for the distribution centre of agricultural products in the …
choice for a new location for the distribution centre of agricultural products in the …
Generalized Optimization Modulo Theories
Abstract Optimization Modulo Theories (OMT) has emerged as an important extension of the
highly successful Satisfiability Modulo Theories (SMT) paradigm. The OMT problem requires …
highly successful Satisfiability Modulo Theories (SMT) paradigm. The OMT problem requires …
Regression-based model error compensation for a hierarchical MPC building energy management system
One of the major challenges in the development of energy management systems (EMSs) for
complex buildings is accurate modeling. To address this, we propose an EMS, which …
complex buildings is accurate modeling. To address this, we propose an EMS, which …
Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System
A major challenge in the development of Model Predictive Control (MPC)-based energy
management systems (EMSs) for buildings is the availability of an accurate model. One …
management systems (EMSs) for buildings is the availability of an accurate model. One …
Implicit Incorporation of Heuristics in MPC-Based Control of a Hydrogen Plant
The replacement of fossil fuels in combination with an increasing share of renewable energy
sources leads to an increased focus on decentralized microgrids. One option is the local …
sources leads to an increased focus on decentralized microgrids. One option is the local …
Automated Reasoning: 12th International Joint Conference, IJCAR 2024, Nancy, France, July 3–6, 2024, Proceedings, Part I
This two-volume set of LNAI 14739-14740 constitute the proceedings of the 12th
International Joint Conference on Automated Reasoning, IJCAR 2024, held in Nancy …
International Joint Conference on Automated Reasoning, IJCAR 2024, held in Nancy …