A digital service from FCT Publication
An optimal control approach to the Unit Commitment problem
| Summary: | The Unit Commitment (UC) problem is a wellknown combinatorial optimization problem arising in operations planning of power systems. It is typically formulated as nonlinear mixed-integer programming problem and has been solved in the literature by a huge variety of optimization methods, ranging from exact methods (such as dynamic programming, branch-and-bound) to heuristic methods (genetic algorithms, simulated annealing, particle swarm). Here, we start by formulating the UC problem as a mixed-integer optimal control problem, with both binary-valued control variables and real-valued control variables. Then, we use a variable time transformation method to convert the problem into an optimal control problem with only real-valued controls. Finally, this problem is transcribed into a finite-dimensional nonlinear programming problem to be solved using an optimization solver. |
|---|---|
| Subject: | Economics and Business Economia e gestão |
| Country: | Portugal |
| Document type: | book |
| Access type: | Open |
| Associated institution: | Repositório Aberto da Universidade do Porto |
| Language: | English |
| Origin: | Repositório Aberto da Universidade do Porto |
Similar Items
Optimizing the Management of Scope 3 Carbon Emissions at Natixis in Portugal
Corporate Social Responsibility and Optimal Capital Structure: a Dynamic Analysis
Optimizing customer conversion rates in online purchases: MC case study
An approach on auditor independence and customer relationship: a conflict of interests
The Venture Capitalist Investment Decision: A Dynamic Real Options Approach
The risk variable in a sequential investment option: a Real Options' approach
In-store Order Picking Routing: A Biased Random-Key Genetic Algorithm Approach
Slides de apoio a aulas de CCE, Mestrado em Economia.
Amazon rainforest products: The region-of-origin effect on consumer perception
Fashion Luxury Products - A Millennial perspective regarding original versus counterfeit goods
Management of temporary agency workers and impact on their well-being
Double principal components analysis: an application to the labour market in OECD countries
The effectiveness of Foreign Aid on Poverty Reduction: the role of the political regime
Judging a book by its cover? The effect of an unconventional appearance on socia l media influencers credibility
The Effect of the Russian-Ukraine War on Price Clustering: Evidence from the Moscow Stock Exchange
Executive Compensation and Company Performance: Evidence for S&P500 Index Companies
To Analyze Behaviour of Young Consumers Towards the Use of Digital Technology in Tajikistan
The Impact of the CEOs Remuneration on Firm Performance during the 2011/2012 Financial Crisis - The Portuguese Case
Space impact on retailers' performance - A study of a Portuguese grocery retailer
Digital twins: should I stay, or should I go?
Published: (2035)
Published: (2035)
Brain drain of health care professionals. Can we manage the process?
Content marketing and Country-of-origin effect: The case of APICCAPS
Short-term reaction to extreme returns in ESG and non-ESG stocks: evidence from the US
The Role of Geopolitics in the Energy Transition of Saudi Arabia and Iran: a literature review
On Business Analytics: Dynamic Network Analysis for Descriptive Analytics and Multicriteria Decision Analysis for Prescriptive Analytics.
Banks' Systemic Risk, Household, and Mortgage Credit: Evidence from Europe
Designing Services with Model-based Methods
Gamification in Marketing: Aspects Influencing Intention of Engagement and Brand Attitude
Stock-flow adjustments and fiscal performance: an empirical application to the European Union member states
Value, Information, and Critically Conscious Evaluation - On How Addressing Environmental Issues Requires Cultural Creation
Analysis of OECD Countries Well-being through Statis Methodology
Text mining of companies annual reports in PDF format