Search filters

List of works by Henrik Madsen

A Bolus Calculator Based on Continuous-Discrete Unscented Kalman Filtering for Type 1 Diabetics

A Computationally Efficient and Robust Implementation of the Continuous-Discrete Extended Kalman Filter

A Dantzig–Wolfe decomposition algorithm for linear economic model predictive control of dynamically decoupled subsystems

article published in 2014

A Data-Driven Bidding Model for a Cluster of Price-Responsive Consumers of Electricity

A General Probabilistic Forecasting Framework for Offshore Wind Power Fluctuations

A Stochastic Spatio-Temporal Model of the Flow-Front Dynamics in a Vacuum Assisted Resin Transfer Moulding Process

A Transmission-Cost-Based Model to Estimate the Amount of Market-Integrable Wind Resources

article

A bilevel model for electricity retailers' participation in a demand response market environment

article

A coordination scheme for distributed model predictive control: Integration of flexible DERs

A decomposition algorithm for Mean-Variance Economic Model Predictive Control of stochastic linear systems

A formal statistical approach to representing uncertainty in rainfall–runoff modelling with focus on residual analysis and probabilistic output evaluation – Distinguishing simulation and prediction

A matlab framework for estimation of NLME models using stochastic differential equations: applications for estimation of insulin secretion rates

scientific article published on 15 June 2007

A mean-variance criterion for economic model predictive control of stochastic linear systems

A method for systematic improvement of stochastic grey-box models

article by Niels Rode Kristensen et al published July 2004 in Computers & Chemical Engineering

A model predictive control strategy for the space heating of a smart building including cogeneration of a fuel cell-electrolyzer system

A non-parametric method for correction of global radiation observations

A review on the young history of the wind power short-term prediction

article published in 2008

Adaptive Unscented Kalman Filter using Maximum Likelihood Estimation * *This work is funded by the Danish Diabetes Academy supported by the Novo Nordisk Foundation

article by Zeinab Mahmoudi et al published July 2017 in IFAC Proceedings Volumes

Adaptive control in an artificial pancreas for people with type 1 diabetes

scholarly article by Dimitri Boiroux et al published January 2017 in Control Engineering Practice

Adaptive model predictive control for a dual-hormone artificial pancreas

Adaptive modelling and forecasting of offshore wind power fluctuations with Markov-switching autoregressive models

An Adaptive Nonlinear Basal-Bolus Calculator for Patients With Type 1 Diabetes.

scientific article published on 8 September 2016

An arctic low-energy house as experimental setup for studies of heat dynamics of buildings

article

An artificial pancreas for automated blood glucose control in patients with Type 1 diabetes

scientific article published on May 2015

An introduction to multivariate probabilistic forecast evaluation

scientific article published in June 2021

Analysis of a Kalman filter based method for on-line estimation of atmospheric dispersion parameters using radiation monitoring data

scientific article published on 30 November 2004

Analysis of damage localization based on acoustic emission data from test of wind turbine blades

scientific article published in May 2024

Ancillary Services 4.0: A Top-to-Bottom Control-Based Approach for Solving Ancillary Services Problems in Smart Grids

Application of CUSUM charts to detect lameness in a milking robot

article published in 2008

Application of Predictive Control in District Heating Systems

Assessment of serious water shortage in the Icelandic water resource system

scholarly article by H. Jonsdottir et al published January 2005 in Physics and Chemistry of the Earth

Automatic Classification of Offshore Wind Regimes With Weather Radar Observations

Benefits and challenges of electrical demand response: A critical review

article

Bihormonal control of blood glucose in people with type 1 diabetes

Bihormonal model predictive control of blood glucose in people with type 1 diabetes

Calibration of Local Area Weather Radar—Identifying significant factors affecting the calibration

scholarly article by Lisbeth Pedersen et al published July 2010 in Atmospheric Research

Calibration with Empirically Weighted Mean Subset

Calibration with absolute shrinkage

Carbon dioxide-based occupancy estimation using stochastic differential equations

Chance-Constrained Optimization of Demand Response to Price Signals

article by Gianluca Dorini et al published December 2013 in IEEE Transactions on Smart Grid

Characterising the Actual Thermal Performance of Buildings: Current Results of Common Exercises Performed in the Framework of the IEA EBC Annex 58-Project

article published in 2015

Characterization of heat dynamics of an arctic low-energy house with floor heating

article by Philip Delff Andersen et al published 15 May 2014 in Building Simulation

Characterizing the energy flexibility of buildings and districts

Clustering district heat exchange stations using smart meter consumption data

Commitment and dispatch of heat and power units via affinely adjustable robust optimization

Comparative uncertainty analysis of copper loads in stormwater systems using GLUE and grey-box modeling.

scientific article published on January 2007

Comparison of Prediction Models for a Dual-Hormone Artificial Pancreas

Comparison of three nonlinear filters for fault detection in continuous glucose monitors

scientific article published in August 2016

Comparison of two stochastic techniques for reliable urban runoff prediction by modeling systematic errors

Computer aided continuous time stochastic process modelling

Conditional parametric models for storm sewer runoff

article by H. Jonsdottir et al published May 2007 in Water Resources Research

Conditional weighted combination of wind power forecasts

Consumption management in the Nord Pool region: A stability analysis

Controlling Electricity Consumption by Forecasting its Response to Varying Prices

Cross-Validation of a Glucose-Insulin-Glucagon Pharmacodynamics Model for Simulation Using Data From Patients With Type 1 Diabetes.

scientific article

Data assimilation in hydrodynamic modelling: on the treatment of non-linearity and bias

article

Decentralized large-scale power balancing

Descriptive and predictive evaluation of high resolution Markov chain precipitation models

Detecting change points in VIX and S&P 500: A new approach to dynamic asset allocation

article

Determining reserve requirements in DK1 area of Nord Pool using a probabilistic approach

article published in 2014

Development of a restricted state space stochastic differential equation model for bacterial growth in rich media

scientific article published on 24 April 2012

Distributed Model Predictive Control for Smart Energy Systems

Dynamic Allocation or Diversification: A Regime-Based Approach to Multiple Assets

article

Dynamic modeling of presence of occupants using inhomogeneous Markov chains

Dynamic portfolio optimization across hidden market regimes

Dynamic two state stochastic models for ecological regime shifts

Economic Dispatch of Demand Response Balancing Through Asymmetric Block Offers

Economic MPC based on LPV model for thermostatically controlled loads

Economic MPC for a linear stochastic system of energy units

Economic Model Predictive Control for building climate control in a Smart Grid

Economic valuation of heat pumps and electric boilers in the Danish energy system

Effects of everyday life events on glucose, insulin, and glucagon dynamics in continuous subcutaneous insulin infusion-treated type 1 diabetes: collection of clinical data for glucose modeling

scientific article

Efficient Iterated Filtering

Electric vehicle charge planning using Economic Model Predictive Control

Electricity Consumption Clustering Using Smart Meter Data

Emission of dioxins from Danish wood-stoves

Energy Comes Together in Denmark: The Key to a Future Fossil-Free Danish Power System

scholarly article by Peter Meibom et al published September 2013 in IEEE Power & Energy Magazine

Ensemble-based probabilistic forecasting at Horns Rev

Estimating animal behavior and residency from movement data

article

Estimating the influence of rebound effects on the energy-saving potential in building stocks

article

Estimation methods for nonlinear state-space models in ecology

article

Estimation of a stochastic spatio-temporal model of the flow-front dynamics with varying parameters

Estimation of non-linear continuous time models for the heat exchange dynamics of building integrated photovoltaic modules

Evaluation of pharmacokinetic model designs for subcutaneous infusion of insulin aspart.

scientific article

Evaluation of probabilistic flow predictions in sewer systems using grey box models and a skill score criterion

article by Fannar Örn Thordarson et al published 29 January 2012 in Stochastic Environmental Research and Risk Assessment

Exponential Smoothing Approaches for Prediction in Real-Time Electricity Markets

Fault and meal detection by redundant continuous glucose monitors and the unscented Kalman filter

scholarly article by Zeinab Mahmoudi et al published September 2017 in Biomedical Signal Processing and Control

Feedback, competition and stochasticity in a day ahead electricity market

article

Flavor release measurement by atmospheric pressure chemical ionization ion trap mass spectrometry, construction of interface and mathematical modeling of release profiles.

scientific article

Forecasting Electricity Spot Prices Accounting for Wind Power Predictions

From probabilistic forecasts to statistical scenarios of short-term wind power production

article

From wind ensembles to probabilistic information about future wind power production ¿ results from an actual application

Generalized predictive control for non-stationary systems

article by Olafur P. Palsson et al published December 1994 in Automatica

Geolocating Fish Using Hidden Markov Models and Data Storage Tags

Geolocation of North Sea cod (Gadus morhua) using hidden Markov models and behavioural switching

Grey box modelling in two time domains of a wastewater pilot scale plant

article

Grey-box modeling for system identification of household refrigerators: A step toward smart appliances

scholarly article published June 2013

Grey-box modelling of aeration tank settling

scientific article published in April 2002

Grey-box modelling of flow in sewer systems with state-dependent diffusion

article by Anders Breinholt et al published 17 October 2011 in Environmetrics

Harnessing Flexibility from Hot and Cold: Heat Storage and Hybrid Systems Can Play a Major Role

Hidden Markov Models for indirect classification of occupant behaviour

Identification of Occupancy Status by Statistical Change Point Detection of CO 2 Concentration

Identification of the main thermal characteristics of building components using MATLAB

Identification of wastewater treatment processes for nutrient removal on a full-scale WWTP by statistical methods

article by Jacob Carstensen et al published October 1994 in Water Research

Identifying suitable models for the heat dynamics of buildings

article

Impact of Wind Power Generation on European Cross-Border Power Flows

Influence of local wind speed and direction on wind power dynamics – Application to offshore very short-term forecasting

article

Informal uncertainty analysis (GLUE) of continuous flow simulation in a hybrid sewer system with infiltration inflow – consistency of containment ratios in calibration and validation?

Inhomogeneous Markov Models for Describing Driving Patterns

article by Emil Banning Iversen et al published 2016 in IEEE Transactions on Smart Grid

Insulin Administration for People with Type 1 diabetes

Integrating Distributed Flexibility into TSO-DSO Coordinated Electricity Markets

scientific article published in January 2024

Integrating Renewables in Electricity Markets

article published in 2014

Leveraging stochastic differential equations for probabilistic forecasting of wind power using a dynamic power curve

article by Emil B. Iversen et al published 2 May 2016 in Wind Energy

Likelihood-based inference in temporal hierarchies

scientific article published in April 2024

Load forecasting of supermarket refrigeration

Local linear regression with adaptive orthogonal fitting for the wind power application

scholarly article by Pierre Pinson et al published 20 October 2007 in Statistics and Computing

Localizing weather forecasts for enhanced heat load forecast accuracy in urban district heating systems

scientific article published on 18 January 2024

Long Memory of Financial Time Series and Hidden Markov Models with Time-Varying Parameters

Maximum Likelihood based comparison of the specific growth rates for P. aeruginosa and four mutator strains

scientific article published on 5 September 2008

Mechanism-based population modelling for assessment of L-cell function based on total GLP-1 response following an oral glucose tolerance test

scientific article published on 16 September 2011

Model Identification using Continuous Glucose Monitoring Data for Type 1 Diabetes**This work has been funded by the Danish Diabetes Academy supported by the Novo Nordisk Foundation

article

Model Predictive Control for a Smart Solar Tank Based on Weather and Consumption Forecasts

article published in 2012

Model identification using stochastic differential equation grey-box models in diabetes

scientific article

Model-based closed-loop glucose control in type 1 diabetes: the DiaCon experience

scientific article published on September 2013

Modeling and Prediction Using Stochastic Differential Equations

Modelling conjugation with stochastic differential equations

scientific article published on 24 November 2009

Modelling of power fluctuations from large offshore wind farms

Modelling the heat consumption in district heating systems using a grey-box approach

article by Henrik Aalborg Nielsen et al published January 2006 in Energy and Buildings

Modelling the heat dynamics of a building using stochastic differential equations

Modelling the heat dynamics of a monitored Test Reference Environment for Building Integrated Photovoltaic systems using stochastic differential equations

Modelling the heat dynamics of building integrated and ventilated photovoltaic modules

article

Models for describing the thermal characteristics of building components

article by M.J. Jiménez & Henrik Madsen published February 2008 in Building and Environment

Multi-site solar power forecasting using gradient boosted regression trees

Neutrosophic Logic Applied to Decision Making

Non-linear mixed-effects pharmacokinetic/pharmacodynamic modelling in NLME using differential equations

scientific article

Non-parametric method for separating domestic hot water heating spikes and space heating

Non-parametric probabilistic forecasts of wind power: required properties and evaluation

Nonlinear Model Predictive Control for Stochastic Differential Equation Systems

Nonlinear tracking in a diffusion process with a Bayesian filter and the finite element method

Objective Classification of Rainfall in Northern Europe for Online Operation of Urban Water Systems Based on Clustering Techniques

On site characterisation of the overall heat loss coefficient: Comparison of different assessment methods by a blind validation exercise on a round robin test box

On the market impact of wind energy forecasts

article

On the significance of the noise model for the performance of a linear MPC in closed-loop operation

Online load forecasting for supermarket refrigeration

Online short-term forecast of greenhouse heat load using a weather forecast service

Online short-term heat load forecasting for single family houses

Online short-term solar power forecasting

Operational Planning and Bidding for District Heating Systems with Uncertain Renewable Energy Production

Optimal charging of an electric vehicle using a Markov decision process

Optimal coordinated bidding of a profit-maximizing EV aggregator under uncertainty

Optimal experiment design for identification of grey-box models

scholarly article

Overnight Control of Blood Glucose in People with Type 1 Diabetes

Overnight glucose control in people with type 1 diabetes

scholarly article by Dimitri Boiroux et al published January 2018 in Biomedical Signal Processing and Control

PKPD model of interleukin-21 effects on thermoregulation in monkeys--application and evaluation of stochastic differential equations.

scientific article published on 29 September 2006

Parameter estimation in a simple stochastic differential equation for phytoplankton modelling

scholarly article by Jan Kloppenborg Møller et al published June 2011 in Ecological Modelling

Parameter estimation in stochastic grey-box models

article by Niels Rode Kristensen et al published February 2004 in Automatica

Physical-stochastic (greybox) modeling of slugging

Pool Strategy of a Price-Maker Wind Power Producer

Population pharmacokinetic modeling of a subcutaneous depot for GnRH antagonist degarelix

scientific article

Population pharmacokinetic/pharmacodynamic (PK/PD) modelling of the hypothalamic-pituitary-gonadal axis following treatment with GnRH analogues

scientific article

Population stochastic modelling (PSM)--an R package for mixed-effects models based on stochastic differential equations

scientific article published on 5 March 2009

Power Fluctuations From Large Wind Farms

Predicting Plasma Glucose From Interstitial Glucose Observations Using Bayesian Methods ⬇️

scientific article published on 6 March 2014

Prediction Based on Mean Subset

Predictive Densities for Day-Ahead Electricity Prices Using Time-Adaptive Quantile Regression

Predictive performance for population models using stochastic differential equations applied on data from an oral glucose tolerance test

scientific article

Probabilistic Forecasts of Wind Power Generation Accounting for Geographically Dispersed Information

Probabilistic Forecasts of Wind Power Generation by Stochastic Differential Equation Models

Probabilistic forecasts of solar irradiance using stochastic differential equations

Probabilistic machine learning for enhanced chiller sequencing: A risk-based control strategy

scientific article published in March 2024

Probabilistic online runoff forecasting for urban catchments using inputs from rain gauges as well as statically and dynamically adjusted weather radar

Probabilistic runoff volume forecasting in risk-based optimization for RTC of urban drainage systems

article published in 2016

Procuring flexibility in power systems with incentive-based grid access requests

scientific article published in February 2024

Quantification of the spatial variability of rainfall based on a dense network of rain gauges

Regime-switching modelling of the fluctuations of offshore wind generation

Regulating power from supermarket refrigeration

Relationship between Optimum Mini-doses of Glucagon and Insulin Levels when Treating Mild Hypoglycaemia in Patients with Type 1 Diabetes - A Simulation Study

scientific article

Reliability diagrams for non-parametric density forecasts of continuous variables: Accounting for serial correlation

article published in 2010

Reliability in the utility computing era: Towards reliable Fog computing

Resolving Nonstationary Spectral Information in Wind Speed Time Series Using the Hilbert–Huang Transform

Semi-dispatchable generation with wind-photovoltaic-fuel cell hybrid system to mitigate frequency disturbance

Sensor-based detection and estimation of meal carbohydrates for people with diabetes

scholarly article by Zeinab Mahmoudi et al published February 2019 in Biomedical Signal Processing and Control

Setting up and validating a complex model for a simple homogeneous wall

Short-term heat load forecasting for single family houses

Short-term probabilistic forecasting of wind speed using stochastic differential equations

Skill forecasting from ensemble predictions of wind power

Space-Time Trajectories of Wind Power Generation: Parametrized Precision Matrices Under a Gaussian Copula Approach

Spatial scan statistics using elliptic windows

Spatio-temporal analysis and modeling of short-term wind power forecast errors

State-space adjustment of radar rainfall and skill score evaluation of stochastic volume forecasts in urban drainage systems

scientific article

Statistical analysis of the impact of wind power on market quantities and power flows

Stochastic differential equations in NONMEM: implementation, application, and comparison with ordinary differential equations

scientific article published on 3 August 2005

Stochastic model of wind-fuel cell for a semi-dispatchable power generation

Stochastic rainfall-runoff forecasting: parameter estimation, multi-step prediction, and evaluation of overflow risk

article by Roland Löwe et al published 27 July 2013 in Stochastic Environmental Research and Risk Assessment

Strategies for Glucose Control in People with Type 1 Diabetes

Stylised facts of financial time series and hidden Markov models in continuous time

article published in 2015

Synergies between energy supply networks

Temperature prediction at critical points in district heating systems

Temporal knowledge discovery in big BAS data for building energy management

The contribution of glucagon in an Artificial Pancreas for people with type 1 diabetes

Time-adaptive quantile regression

Towards model predictive control: online predictions of ammonium and nitrate removal by using a stochastic ASM

scientific article published on 01 January 2019

Tracking time-varying parameters with local regression

Tuning of Controller for Type 1 Diabetes Treatment with Stochastic Differential Equations

Using quantile regression to extend an existing wind power forecasting system with probabilistic forecasts

Utilizing flexibility resources in the future power system operation: Alternative approaches

Weather radars - the new eyes for offshore wind farms?

Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory

Paulina is supported by:

About Paulina

Help