In our current situation, intelligent energy management is essential, it is necessary not only change the way how it is delivered, but also how users use it. Small changes in our life daily, such as turning off lights or air conditioning when there are not people who use it, can result in substantial energy savings. In this document, we provide information about of a support system for energy conservation using sensors, actuators and agents. The wireless network system is an embedded interconnected. Agents, sensors for monitoring a room and actuators for gradually manipulate elements like windows, blinds, led lamps and air conditioning, besides the application of optimization techniques and fuzzy logic. The energy required to give comfort, comes from two main sources possible, artificial (by the company supply electricity) and natural (natural air flows, solar lighting, etc.). Our main goal is through bio-inspired optimization algorithms and fuzzy logic control provides an adequate lighting and temperature settings according to an activity that takes place in the room.