María Poveda Villalón Raúl García Castro Serge Chávez Feria The Occupancy Profile ontology has been developed to represent and define occupancy profiles in building spaces.| http://www.oeg-upm.net/ Occupancy Profile ontology http://purl.org/NET/rdflicense/cc-by4.0 op http://bimerr.iot.linkeddata.es/def/occupancy-profile# 0.1.2 Relation between a storey and the apartments it is composed of. has apartment Relation to spaces contained in a zone. has space Relationship that indicates the composition of a set of drivers. composed of Property used to describe occupant needs by defining comfort limits w.r.t. an environmental parameter. defined by range Property to relate an interaction with a formula describing the probability of occurance. described by formula Relates a comfort envelop with an environmental parameter. describes parameter Relates a spatial driver to an specific building space detailed by Property to link an occupant with a set of internal or external drivers that are controlling its interactions with building systems. driven by Property to indicate that an occupant has a behavior. has behavior Relation from the occupant behavior concept to a building. has building Relates a formula with a coefficient. has coefficient Indicates which days of the week are behavioral drivers for an occupant. has day of week Relates and occupant environmental driver with an environmental property like temperature or illuminance. has environmental parameter Relates a resident inside an apartment with a feedback. has feedback Relates a formula with an independent variable. has independent variable Indicates that a meeting can occur within a space. has meeting Relationship that indicates that an space can have an occupant. has occupant Relationship to indicate the type of control mode of a system, such as fixed or operable modes for a window. has operational mode Indicates which seasons are behavioral drivers for an occupant. has season Indicates which times during a day are behavioral drivers for an occupant. has time of day Relationship that indicates the type of status transition event. has transition type Relates an environmental parameter with a unit of measure. has unit of measure Indicates that a driver can be influenced by an occupant comfort need. influenced by need Relationship that describes an interaction between an occupant and a building component or system. interacts over Inverse relationship to indicate the space location of a resident inside an apartment. is inside space Relationship to indicate the outcome of a behavior. It could lead to an action over a building system to recover comfort or to a passive acceptance of the environmental conditions. leads to Property that relates space occupancy events to an specific building space. related to space Relates a transition event to a movement model that describe this action. specified by The property skos:broader is used to assert a direct hierarchical link between two SKOS concepts. A triple <A> skos:broader <B> asserts that <B>, the object of the triple, is a broader concept than <A>, the subject of the triple. broader Property used to indicate that an SKOS concept in within an specific SKOS scheme. in scheme The property skos:narrower is used to assert a direct hierarchical link between two SKOS concepts. A triple <C> skos:narrower <D> asserts that <D>, the object of the triple, is a narrower concept than <C>, the subject of the triple. narrower A relation between a physical space and the objects located in such space. contains A relationship indicating the address of a building building address A relationship indicating the value of a coefficient. coefficient value Indicates whether the occupant is satisfied or not (based on a 5-scale) in the specific temperature conditions. comfort state A relationship indicating the magnitud of a control action over a building system. control value creation date description Average duration of an event. duration Earliest occurrence time of an event. early occur time Relationship that indicates the month when a season ends. end season The end time of an event or activity. end time Identifier of an element given in the obXML file. Attribute considered for backward compatibility. identifier Guid of the entity in the IFC file ifc identifier Relationship that indicates the maximum number of occupants inside a space. max number occupants Upper boundary of a parameter range description. max range value Relationship that indicates the minimum number of occupants inside a space. min number occupants Lower boundary of a parameter range description. min range value name Age of an occupant occupant age Gender of an occupant occupant gender Jobtype of an occupant occupant jobtype Lifestyle of an occupant occupant lifestyle Indicates which days that act as time drivers are holidays. on holidays Percentage of occupancy time in a space. percent time presence Relationship that links a probility to an event. For example the occurance probability of a meeting. probability Relationship that indicates the month when a season start. start season The start time of an event or activity. start time Temperature inside a space at the moment of giving the feedback. temperature conditions type of element type The typical duration of an event or activity. typical duration Typical occurrence time of an event. typical time version 1 An apartment is a group of spaces, partial spaces or other zones. Apartment 1 1 A building represents a structure that provides shelter for its occupants or contents and stands in one place. The building is also used to provide a basic element within the spatial structure hierarchy for the components of a building project (together with site, storey, and space). Building 1 1 Class to represent the different spaces the building have and where the occupant behaviors occur. Space Range of parameter values where occupants do not feel accoustic discomfort and therefore, they don't carry out any actions. Accoustic Need Actions are the interactions with systems or activities that an occupant can conduct to achieve environmental comfort. Actions connect occupants' inside-world needs with the environmental outside world. (Defintion taken from obXML) Action Behavior related to the interaction with buildings Behavior Class to represent the value and name of coefficients inside mathematical formulas. Coefficient Class to represent constant value mathematical formulas Constant Value Formula 1 Class to represent instances of custom probabilistic models. Custom probability model A Driver represents the environmental factor from the outside world that stimulate occupants in their inside world to fulfill a physical, physiological or psychological need. Driver Set of drivers that could be causing a behavior at a specific time. Driver set Driver related to the environmental conditions that could be causing a behavior. Environment Class that represent a physical variable of the environment where the driver occurs. It could represent variables that impact directly on the comfort levels of the occupant. Environmental parameter Class to represent electrical equipments occupants interact with but do not have influence over indoor thermal conditions. These systems contribute to the energy bugdet estimation. Equipment Driver related to events that could be causing a behavior. Event 1 1 1 Feedback given by residents about environmental conditions and levels of comfort inside apartment spaces. Feedback Driver related to habits that could be causing a behavior. Habit Range of parameter values where occupants do not feel indoor air quality discomfort and therefore, they don't carry out any actions. IAQ Need The Interaction class represent the interactions of occupants with systems within a space to recover their comfort. Interaction Types of interactions between occupants and systems. Interaction concept Formula to model the probability of interaction between ocupant and system. Interaction Formula An aggregation of SKOS concepts regarding the interaction type between occupants and space systems Interaction scheme A devide used for illumination. Lighting device Class to represent linear mathematical formulas Linear Formula Class to represent logit mathematical formulas. Logit Formula Class to represent instances of Markov chain models. Markov chain model Class to represent a meeting inside a communal space. Meeting The Movement class is used to represent the occupant's movements inside or between spaces. Movement Probabilistic model to define occupant movements inside and between spaces. Movement Model Needs represent the physical and non-physical requirements of the occupant's inside world that must be met in order to ensure the satisfaction of the occupant with their environment. Need Non physical comfort needs (e.g. privacy, status, etc) that could influence a behavior. Non Physical Need Class to represent instances of Normal probabilistic models. Normal probability model Occupants or residents of a building. Occupant 1 1 Root node of the occupant behavior model. Occupant behavior Types of operational modes for space systems. Operational mode concept 1 1 An aggregation of SKOS concepts regarding the operational mode of space systems. Operational mode scheme Class to represent the minimum and maximm comfort values with respect to an environmental parameter. Parameter Range Physical comfort need that could influence a behavior. Physical Need Class to represent quadratic mathematical formulas. Quadratic Formula 1 1 Type of occupant movements inside a building or space. Random movement The Report class indicates that an occupant seeks assistance or files a complaint about their personal discomfort, but does not take direct action to satisfy their needs. Report Season of the year. Season Occupancy percentage of staying in a specific space category in a building. Space occupancy Driver related to spatial conditions that could be causing a behavior. Spatial Type of movements to represent transition events between spaces. Status transition An aggregation of SKOS concepts regarding the status transition type of movements between spaces. Status transition scheme One time event involving occupancy status transition in building level. Status transition type concept Range of parameter values where occupants do not feel thermal discomfort and therefore, they don't carry out any actions. Thermal Need A thermostat is a component which senses the temperature of a physical space and performs actions so that the space temperature is maintained near a desired setpoint. (Definition adapted from Wikipedia) Thermostat Driver related to time conditions that could be causing a behavior. It also describes the time when another type of driver occur. Time Relative time of day. Time Of Day Range of parameter values where occupants do not feel visual discomfort and therefore, they don't carry out any actions. Visual Need Class to represent weibull mathematical formulas. Weibull Formula A window is an opening in a wall, door, roof or vehicle that allows the passage of light, sound, and sometimes air. (Definition taken from Wikipedia) Window The class skos:Concept is the class of SKOS concepts. A SKOS concept can be viewed as an idea or notion; a unit of thought. However, what constitutes a unit of thought is subjective, and this definition is meant to be suggestive, rather than restrictive. The notion of a SKOS concept is useful when describing the conceptual or intellectual structure of a knowledge organization system, and when referring to specific ideas or meanings established within a KOS. Note that, because SKOS is designed to be a vehicle for representing semi-formal KOS, such as thesauri and classification schemes, a certain amount of flexibility has been built in to the formal definition of this class. Concept A SKOS concept scheme can be viewed as an aggregation of one or more SKOS concepts. Semantic relationships (links) between those concepts may also be viewed as part of a concept scheme. This definition is, however, meant to be suggestive rather than restrictive, and there is some flexibility in the formal data model stated below. The notion of a concept scheme is useful when dealing with data from an unknown source, and when dealing with data that describes two or more different knowledge organization systems. Concept Scheme The day of the week. Day of week The Person class represents people. Something is a Person if it is a person. We don't nitpic about whether they're alive, dead, real, or imaginary. (Definition taken from FOAF) Person An object in the building that can be controlled by devices, such as a door or a window that can be automatically opened or closed by an actuator. (Definition taken from SAREF 1.0) Building object Any Object that has a proper space region. (Definition extracted from DUL ontology) Physical object Shading devices are purpose built devices to protect from the sunlight, from natural light, or screening them from view. Shading devices can form part of the facade or can be mounted inside the building, they can be fixed or operable. (Definition taken from S4BLDG ontology) Shading device A unitary control element provides a housing for an aggregation of control or electrical distribution elements that, in combination, perform a singular (unitary) purpose. Each item in the aggregation may have its own geometric representation and location. (Definition taken from S4BLDG ontology) Unitary control element A tangible object designed to accomplish a particular task in households, common public buildings or offices. In order to accomplish this task, the device performs one or more functions. For example, a washing machine is designed to wash (task) and to accomplish this task it performs the start and stop function. Device Heating, Ventilation and Air Conditioning (HVAC) device that provides indoor environmental comfort. A saref:HVAC is typically used to accomplish saref:Comfort. HVAC An aspect of an entity that can be observable by a sensor. Property The unit of measure is a standard for measurement of a quantity, such as a Property. For example, Power is a property and Watt is a unit of power that represents a definite predetermined power: when we say 10 Watt, we actually mean 10 times the definite predetermined power called "watt". Our definition is based on the definition of unit of measure in the Ontology of units of Measure (OM). We propose here a list of some units of measure that are relevant for the purpose of the Smart Appliances ontology, but this list can be extended. Unit of measure The Inaction class represents the decision of an occupant to not act and remain uncomfortable within a space. Inaction