Statistical Analysis of Faults at Off-Grid
Inverters for Autonomous PV Systems
Efstratios Batzelis1,a, Konstantinos Samaras2,b, Georgios Vokas3,c
and Stavros Papathanassiou4,d
1
Ph.D. Stud., NTUA, Dept. of Electrical & Computer Engineering, Athens, Greece
2
Electronic Engineer, T.E.I. Piraeus, Dept. of Electronics, Aigaleo - Athens, Greece
3
Ass. Prof. T.E.I. Piraeus, Dept. of Electronics, Aigaleo - Athens, Greece
4
a
Ass. Prof., NTUA, Dept. of Electrical & Computer Engineering, Athens, Greece
batzelis@mail.ntua.gr, bkostasamaras@gmail.com, cgvokas@teipir.gr, dst@power.ece.ntua.gr
Abstract. In this paper, the maintenance records of a major service center in Greece are presented,
regarding inverter faults for autonomous PV systems. A great variety of commercial inverters have
been examined, while the fault diagnosis, apparent symptoms and estimated cause of failure are
recorded. Analyzing these data, useful conclusions are derived regarding the robustness and common
failures of off-grid inverters.
1. Introduction
In autonomous PV systems, the inverter serves as the grid manager, by coordinating photovoltaics and
batteries, offering continuous supply to the loads [1]. It is the most critical and sensitive part of the system,
usually prone to failures. In order to study common deficiencies and causes of failure, statistical data for a set
of 295 failed off-grid inverters are analysed in this paper, derived during a 3-year period at an equipment
service center in Greece. The service procedures recorded encompass fault diagnosis, symptoms indicating
malfunction and estimated cause of failure for each case, while the analysis undertaken leads to useful
findings regarding the weak points of each inverter type and the relation with symptoms and causes of failure.
The study case inverters are classified into five main categories according to the modulation method and
other operational characteristics [1]. The LF pure sine inverters employ a low frequency transformer and
produce sinusoidal voltage with a THD less than 6%. It is the most efficient and reliable type of off-grid
inverters with high surge capacity and quite noiseless operation [1]-[3]. On the contrary, a significantly
smaller high-frequency transformer is adopted in the HF pure sine inverters, leading to more compact
equipment, but with surge limitations and lower efficiency [1], [3]. Among the inverter-chargers, the LF
square wave inverter-chargers have the simpler topology, based on square modulation with no output filter,
and are usually used as affordable solutions for heavy load applications [1], [3]. Enhanced voltage waveform
is produced by the LF modified sine wave inverter-chargers, which utilize transformers with different
transformation ratios and may operate on single-phase or three-phase mode [4]. The most sophisticated
inverter-charger unit is the LF pure sine wave inverter-charger, which is bidirectional, produces almost pure
sine output voltage and employs an advanced digital signal processor (DSP) [1].
2. Fault Analysis
Power supply
Power board
Power & AC board
No fault
Firmware update
Display
Control board & Display
Control board
Control & Power board
Control & Power & AC board
Assy dc/dc
AC board
9 23
15 2 5
2
9 6
27
18 1
2
3
11
18
10 7 10 31
1
10 32
2 12 3
0
Inverter HF pure sine
Inverter-Charger LF pure sine
Inverter-Charger LF square
20
24
4
Power supply
5%
No fault
26
24%
Firmware update
44
6%
Display
2%
Power board
16%
Control board
40
60
80
100
Inverter LF pure sine
Inverter-Charger LF mod. sine
Fig. 1. Fault diagnosis in relation to inverter types.
48%
Assy dc/dc
5%
AC board
7%
0%
10%
20%
30%
40%
50%
60%
Fig. 2. Incidence of fault diagnosis across all inverters.
Mr. E. Batzelis is supported in his PhD studies by "ΙΚΥ Fellowships of Excellence for Postgraduate Studies in
Greece - Siemens Program".
Firmware update
Spark from AC generator
Reverse polarity in dc input
Oxidation and corrosion
Overvoltage
No fault
Installation error
Insects in PCB
Incorrect dimensioning
Impulse Voltage/Excessive load power
High Temperatures
Hardware Failure
21
1
3
9 26
12 7 4
62
9 6
27
24
123
12
5 13
29
9 10
17
3 13 13 5
0
Inverter HF pure sine
Inverter-Charger LF pure sine
Inverter-Charger LF square
4
41
10 20 30 40 50 60 70 80 90
Inverter LF pure sine
Inverter-Charger LF mod. sine
Display malfunction & Overcurrent
Display malfunction
Firmware update
Test procedure
Solar controller malfunction
Other malfunction
Not visible indication on display
No output
No indication function
Low voltage output
Indicatιοn of overload
Indicatιοn of overcurrent
Fans not working
Fans & relays not working
Continuous operation of Fans
No output & Fans not working
1
10
18 1
9 6
27
1
1
1
4
23
3
44
27
3 14
7
1
13
13
9
1
1
0
Fig. 3. Causes of fault in relation to inverter types.
25
35
24
20
40
60
80
Inverter HF pure sine
Inverter LF pure sine
Inverter-Charger LF pure sine
Inverter-Charger LF mod. sine
Inverter-Charger LF square
Human mistake
Fig. 5. Failure symptoms in relation to inverter types.
11%
24%
Hardware/Software
failure
19%
Other factors
11%
Electrical origin failure
35%
Other malfunction
4%
Test procedure/Firmware update
30%
Display malfunction
27%
Failure indication on display
5%
Cooling system malfunction
5%
Output voltage malfunction
33%
No Fault
0% 5% 10%15%20%25%30%35%40%
Fig. 4. Causes of fault classified into general categories.
Fig. 6. Incidence of symptoms across all inverter types.
The faults incidence on all 295 failed inverters is depicted in Fig. 1, indicating similar distribution among
the five different types. Most common diagnosis is the failure of the control board, which appears as the main
fault in 108 cases and as a secondary fault in another 35 cases. This is further confirmed in Fig. 2, in which
the incidence rates of each fault type are illustrated. The next most frequently failed part is the power board
containing the MOSFETs with a total rate of 16%, while 30% of the examined inverters did not have any
actual failure or simply needed firmware update (Fig. 2). Especially for the latter, 18 of the 19 serviced cases
were of the LF pure sine inverter-charger type due to the DSP employed (Fig. 1).
In Fig. 3, the estimated cause of failure is depicted for all inverter types. As shown, the impulse voltage
and excessive load power are the most common ones, which combined with the overvoltage and spark from
generator cases, constitute the major cause of faults: electrical origin failures (35% in Fig. 4). The
hardware/software failures appear in one fifth of the cases, only twice incidence compared to the human
mistake (incorrect dimensioning, installation error and reverse polarity in the dc input) and the other factors
(high temperature, insects on PCB, oxidation and corrosion) categories (Fig. 4).
Regarding the symptoms, it is apparent from Fig. 5 that the most frequent malfunction perceived by the
user is related to the output voltage. However, display misoperation (including indication not functioning, no
visible indication on display and other malfunctions) appears in a similar high rate (27% in Fig. 6), due to the
common failure of the control board. Notably, the display is functional in only 5% of the failed inverters,
which highlights the deficiencies of self-diagnosis through the LCD display of the inverter.
3. Conclusion
The analysis above shows that the most vulnerable part, regardless of the inverter type, is the control
board, which failed in almost half of the study cases, while the main cause of failure has electrical origin and
faults due to human mistake are recorded in more than one tenth of the failures. The most common symptom
is no output and display malfunction due to the control unit failure. The LF pure sine inverters prove quite
robust, usually damaged by impulse voltages, whereas the HF pure sine inverters frequently fail due to
excessive load demand. Poor ventilation and cooling system malfunction, which leads to overheating and
system failure, is commonly recorded in LF square wave and modified sine inverter-chargers, while the LF
pure sine wave inverters-chargers present software-related failures, readily serviced by firmware update.
References
[1]
[2]
[3]
[4]
W. Dankoff, “How to Choose an Inverter for an Independent Energy System,” Home Power, Issue 82, pp. 74-78, Apr.-May 2001.
H. Haberlin, “Photovoltaics: System Design and Practice,” New York: Willey, 2012, pp. 31-34.
B. Whang, “Interfacing Solar Energy to Electric Power Grid,” presented at the Arizona Worshop on Renewable Energy, Arizona,
USA, 2008.
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