A method comprising: employing a fuzzy logic-based adaptive power management system in a an electrical energy system; coupling a photovoltaic system to the power management system; coupling a first capacitor energy based storage system to the power management system; coupling a second battery energy based storage system to the power management system; and coupling a storage of knowledge of system operation and operation of energy storage related devices within the electric energy system to the power management system, communicating, by a management storage system, with the photovoltaic system, the first capacitor based energy storage system and the second battery based storage system and the storage of knowledge for influencing energy fluctuations, and the fuzzy logic based adaptive power management system including a filter based power coordination layer (C1.1) for power conditioning among the energy based storage systems and a fuzzy logic based control adjustment (C1.2) for monitoring operational status of the energy based storage systems taking into account their dynamic characteristics for adjusting parameters with the power management system adaptively and influencing optimal power or energy distributions within the power management system; wherein the fuzzy logic based control adjustment comprises low pass filtering of the power of the photovoltaic system, a difference between the filtered power and the actual power of the photovoltaic system being covered by discharging or charging of the energy based storage systems, characterized in that: a parameter T 1 determining a smoothing performance in that as the parameter T 1 becomes larger the more fluctuating power needs to be compensated by the energy based storage systems which means more energy and power will be requested out of the energy based storage systems; and by adjusting the parameter T 1 by Δ T 1 by applying the following rules: 1) If SoC uc is NB or SoCbe is NB, Δ T 1 is NB; 2) If SoC uc is PB or SoC be is PB, Δ T 1 is NB; 3) If SoC uc is NS or SOC be is NS, Δ T 1 is NS; 4) If SoC uc is PS or SOC be is PS, Δ T 1 is NS; 5) If SoC uc is ZO and SoC be is ZO, Δ T 1 is PB or ZO where SoC uc is status of charge of an ultracapacitor of the first capacitor energy based storage system, SoC be is status of charge of a battery of the second battery energy based storage system, and fuzzy variables of input and output are expressed as "positive big ", "positive medium ", "positive small ", "Zero ", "negative big ", "negative medium ", and "negative small ". employing a fuzzy logic-based adaptive power management system in a an electrical energy system; coupling a photovoltaic system to the power management system; coupling a first capacitor energy based storage system to the power management system; coupling a second battery energy based storage system to the power management system; and coupling a storage of knowledge of system operation and operation of energy storage related devices within the electric energy system to the power management system, communicating, by a management storage system, with the photovoltaic system, the first capacitor based energy storage system and the second battery based storage system and the storage of knowledge for influencing energy fluctuations, and the fuzzy logic based adaptive power management system including a filter based power coordination layer (C1.1) for power conditioning among the energy based storage systems and a fuzzy logic based control adjustment (C1.2) for monitoring operational status of the energy based storage systems taking into account their dynamic characteristics for adjusting parameters with the power management system adaptively and influencing optimal power or energy distributions within the power management system; wherein the fuzzy logic based control adjustment comprises low pass filtering of the power of the photovoltaic system, a difference between the filtered power and the actual power of the photovoltaic system being covered by discharging or charging of the energy based storage systems, characterized in that: a parameter T 1 determining a smoothing performance in that as the parameter T 1 becomes larger the more fluctuating power needs to be compensated by the energy based storage systems which means more energy and power will be requested out of the energy based storage systems; and by adjusting the parameter T 1 by Δ T 1 by applying the following rules: 1) If SoC uc is NB or SoCbe is NB, Δ T 1 is NB; 2) If SoC uc is PB or SoC be is PB, Δ T 1 is NB; 3) If SoC uc is NS or SOC be is NS, Δ T 1 is NS; 4) If SoC uc is PS or SOC be is PS, Δ T 1 is NS; 5) If SoC uc is ZO and SoC be is ZO, Δ T 1 is PB or ZO where SoC uc is status of charge of an ultracapacitor of the first capacitor energy based storage system, SoC be is status of charge of a battery of the second battery energy based storage system, and fuzzy variables of input and output are expressed as "positive big ", "positive medium ", "positive small ", "Zero ", "negative big ", "negative medium ", and "negative small ". 1) If SoC uc is NB or SoCbe is NB, Δ T 1 is NB; 2) If SoC uc is PB or SoC be is PB, Δ T 1 is NB; 3) If SoC uc is NS or SOC be is NS, Δ T 1 is NS; 4) If SoC uc is PS or SOC be is PS, Δ T 1 is NS; 5) If SoC uc is ZO and SoC be is ZO, Δ T 1 is PB or ZO