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    Abstract Model based control strategies are not well established in the heating
    ventilating and air conditioning industry yet. However, these techniques offer
    considerable advantages over traditional approaches based on expert knowledge
    and therefore may overcome deficiencies of existing control concepts. This paper
    outlines a model based control policy for an industrial test plant. The method uses
    describing functions to avoid undesired limit cycles. The proposed technique proves
    to be a systematic tool to improve the performance of heating ventilating and air
    conditioning systems.5573
    1 Introduction
    The main objectives of heating ventilating and air conditioning (HVAC) systems are
    temperature and humidity control. In [4] the problem of limit cycles in temperature
    control systems is analyzed. For an air conditioning system of an office room, the
    describing function method is used to eliminate periodic oscillations of the room air
    temperature. Simulations reveal that the proposed approach is suitable for improving
    an existing PI-controller. In this article an industrial HVAC pilot plant is introduced
    in order to verify these simulation results in practice.
    The paper is organized as follows: In “Test Plant” a mathematical descrip-
    tion of the test plant and of its components is outlined. “Describing Function
    Method” is dedicated to the describing function method, “Conclusion” concludes
    the manuscript.2Testplant
    In the following subsections, a functional description as well as a mathematical
    model of the pilot plant shown in Fig. 1 are given. The pilot plant was erected by the
    company Fischer&Co.
    1
    It serves for research purposes exclusively and offers the
    opportunities of
    • Heating / cooling
    • Humidifying / dehumidifying
    air which can be transported to a factory building and/or to a test room.2.1 Description of the test plant
    A photo and a schematic representation of the test plant are shown in Fig. 1.Solely
    standard industrial HVAC components are integrated into the plant in order to
    provide realistic testing conditions. A CPU from the company Bernecker&Rainer
    2
    is used as a programmable control unit.
    The major components are labeled in Fig. 1. The air passes the plant from right
    to the left. Via air dampers, the mixing ratio of outer air and air from the test room
    (150m3
    ) or the factory building (5000m3
    ) can be adjusted. A fan is installed
    to transport the air. The heating and cooling coils are installed to increase and to
    decrease the air temperature. The air humidity can be adjusted with the help of a
    steam humidifier. The air dampers on the left hand side of the test plant are used
    to select whether the test room or the factory building is supplied with conditioned
    air. In the present application, the room air temperature #a (see Fig. 1) is controlled
    using the heating coil (see “Describing Function Method”).
    In order to preserve transparency, only the utilized components, i.e. heating coil
    and room, will be explained in detail.
    The used heating coil is a finned tube type heat exchanger. A fluid with a higher
    temperature than the air passing the heating coil increases the air temperature.
    With the help of a hydraulic circuit, the fluid temperature of the heating coil and
    consequently the heating power can be adjusted.
    In the following experiments, the test room is supplied with conditioned air. The
    temperature #a of the air leaving the test room is the controlled variable.
    2.2 Model of the test plant
    In this section mathematical models of the HVAC components required for the ap-
    plication of the describing function method and for controller design are presented.
    2.2.1 Heating coil
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