Advanced process monitor (APMonitor) is a modeling language for differential algebraic (DAE) equations.[1] It is a free web-service or local server for solving representations of physical systems in the form of implicit DAE models. APMonitor is suited for large-scale problems and solves linear programming, integer programming, nonlinear programming, nonlinear mixed integer programming, dynamic simulation,[2] moving horizon estimation,[3] and nonlinear model predictive control.[4] APMonitor does not solve the problems directly, but calls nonlinear programming solvers such as APOPT, BPOPT, IPOPT, MINOS, and SNOPT. The APMonitor API provides exact first and second derivatives of continuous functions to the solvers through automatic differentiation and in sparse matrix form.
^J.D. Hedengren; R. Asgharzadeh Shishavan; K.M. Powell; T.F. Edgar (2014). "Nonlinear modeling, estimation and predictive control in APMonitor". Computers & Chemical Engineering. 70 (5): 133–148. doi:10.1016/j.compchemeng.2014.04.013.
^Hedengren, J. (2008). "A Nonlinear Model Library for Dynamics and Control" (PDF). CACHE (Computer Aids for Chemical Engineering) News.
^Spivey, B. (2009). "Monitoring of Process Fouling Using First-Principles Modeling and Moving Horizon Estimation". Proc. Applications of Computer Algebra (ACA) Conference.
^Ramlal, J. (2007). "Moving Horizon Estimation for an Industrial Gas Phase Polymerization Reactor" (PDF). IFAC Symposium on Nonlinear Control Systems Design (NOLCOS). Archived from the original (PDF) on 2009-09-20. Retrieved 2010-03-29.
Advanced process monitor (APMonitor) is a modeling language for differential algebraic (DAE) equations. It is a free web-service or local server for solving...
optimization. ANTIGONE – a deterministic global optimization MINLP solver. APMonitor – modeling language and optimization suite for large-scale, nonlinear...
modeling tool for business and science. Developed by The AnyLogic Company. APMonitor - a tool for dynamic simulation, validation, and optimization of multi-domain...
Astrogator module of Systems Tool Kit. SNOPT is supported in the AIMMS, AMPL, APMonitor, General Algebraic Modeling System (GAMS), and TOMLAB modeling systems...
F. (2014). "Nonlinear modeling, estimation and predictive control in APMonitor". Computers & Chemical Engineering. 70 (5): 133–148. doi:10.1016/j.compchemeng...
popular modeling language for large-scale mathematical optimization. APMonitor Modeling and optimization suite for LP, QP, NLP, MILP, MINLP, and DAE...
predictive control Windows, Linux, FreeBSD, Mac open-source (AGPLv3) [1] APMonitorAPMonitor MATLAB/Python/Julia-based data reconciliation, real-time optimization...
engines as plug-ins, including XPRESS, Gurobi, Artelys Knitro, and MOSEK. APMonitor API to MATLAB and Python. Solve example Linear Programming (LP) problems...
speed and total fraction of problems solved. APOPT is supported in AMPL, APMonitor, Gekko, Julia, MATLAB, Pyomo, and Python. WO patent 2012005740, Lawson...
sustainability.rice.edu. Retrieved 18 March 2018. "BYU Central Utilities Plant". apmonitor.com. Retrieved 18 March 2018. "Energy and Climate". sustainability.georgetown...
models coded in C, C++ or Fortran into the simulation environment. AMPL APMonitor ASCEND General Algebraic Modeling System JModelica.org MATLAB Modelica...
has been accepted for the 2015 programme as well. Art Westerberg AMPL APMonitor EMSO JModelica.org Modelica List of chemical process simulators Piela...
simulation, a domain where Modelica is now well established. AMESim AMPL APMonitor ASCEND Domain-Specific Modeling DSM Dymola EcosimPro: Continuous and Discrete...
Edgar (2014). "Nonlinear modeling, estimation and predictive control in APMonitor". Computers & Chemical Engineering. 70 (5): 133–148. doi:10.1016/j.compchemeng...
than Lagrange polynomials, and collocates at a subset of the LGL points. APMonitor software for dynamic optimization PROPT - MATLAB (Gauss and Chebyshev)...
option that can serve MapleSim models on web browser or tablets. AMESim APMonitor Computer simulation Control engineering Dymola EcosimPro EMSO simulator...
optimization. Student and AMPL for courses versions are available for free. APMonitor Fortran, C++, Python, Matlab, Julia 0.6.2 / March 2016 Yes Yes Dual (Commercial...
Global Information